Dacheng Tao - RankMe

2424 papers A* 427A 26B 59C 14Misc 9Journal 1702Unranked 173

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Step Back: Prefix Importance Ratio Stabilizes Policy Optimization. CoRR Shiye Lei, Zhihao Cheng, Dacheng Tao
2026	J	`jnl`	ACE-Brain-0: Spatial Intelligence as a Shared Scaffold for Universal Embodiments. CoRR Ziyang Gong, Zehang Luo, Anke Tang, Zhe Liu, Shi Fu, Zhi Hou, Ganlin Yang, Weiyun Wang, Xiaofeng Wang, Jianbo Liu, Gen Luo, Haolan Kang, Shuang Luo, Yue Zhou, Yong Luo, Li Shen, Xiaosong Jia, Yao Mu, Xue Yang, Chunxiao Liu, Junchi Yan, Hengshuang Zhao, Dacheng Tao, Xiaogang Wang
2026	A*	`conf`	AD-FM: Multimodal LLMs for Anomaly Detection via Multi-Stage Reasoning and Fine-Grained Reward Optimization. AAAI Jingyi Liao, Yongyi Su, Rong-Cheng Tu, Zhao Jin, Wenhao Sun, Yiting Li, Xun Xu, Dacheng Tao, XuLei Yang
2026	J	`jnl`	Adaptive Batch Size Time Evolving Stochastic Gradient Descent for Federated Learning. IEEE Trans. Pattern Anal. Mach. Intell. Xuming An, Li Shen, Yong Luo, Han Hu, Dacheng Tao
2026	J	`jnl`	AdaptiveCore: Adaptive Parallel Core Decomposition Framework. IEEE Trans. Computers Chen Zhao, Zhigao Zheng, Hao Huang, Hao Liu, Dacheng Tao
2026	J	`jnl`	BadCLIP++: Stealthy and Persistent Backdoors in Multimodal Contrastive Learning. CoRR Siyuan Liang, Yongcheng Jing, Yingjie Wang, Jiaxing Huang, Ee-Chien Chang, Dacheng Tao
2026	A*	`conf`	Bridging the Tokenizer Gap: Semantics and Distribution-aware Knowledge Transfer for Unbiased Cross-Tokenizer Distillation. AAAI Huazheng Wang, Yongcheng Jing, Haifeng Sun, Jingyu Wang, Jianxin Liao, Leszek Rutkowski, Dacheng Tao
2026	A*	`conf`	CogniTrust: Cognitive Memory-Driven Verifiable Supervision for Robust Hashing. AAAI Yiyang Gu, Bohan Wu, Yifang Qin, Jiaru Tang, Rong-Cheng Tu, Zhiping Xiao, Taian Guo, Junyu Luo, Wei Ju, Xiao Luo, Dacheng Tao, Ming Zhang
2026	J	`jnl`	Communication Learning in Multi-Agent Systems From Graph Modeling Perspective. IEEE Trans. Knowl. Data Eng. Shengchao Hu, Ziqing Fan, Li Shen, Ya Zhang, Dacheng Tao
2026	J	`jnl`	CtrlAttack: A Unified Attack on World-Model Control in Diffusion Models. CoRR Shuhan Xu, Siyuan Liang, Hongling Zheng, Yong Luo, Han Hu, Lefei Zhang, Dacheng Tao
2026	J	`jnl`	DLLM Agent: See Farther, Run Faster. CoRR Hui-Ling Zhen, Weizhe Lin, Renxi Liu, Kai Han, Yiming Li, Yuchuan Tian, Hanting Chen, Xiaoguang Li, Xiaosong Li, Chen Chen, Xianzhi Yu, Mingxuan Yuan, Youliang Yan, Peifeng Qin, Jun Wang, Yu Wang, Dacheng Tao, Yunhe Wang
2026	J	`jnl`	Decentralized Partial Model Personalization With Guaranteed Nonconvex Convergence. IEEE Trans. Netw. Yifan Shi, Yingqi Liu, Yan Sun, Zihao Lin, Xueqian Wang, Li Shen, Xiaochun Cao, Dacheng Tao
2026	J	`jnl`	Deep Learning-Based Point Cloud Registration: A Comprehensive Survey and Taxonomy. Int. J. Comput. Vis. Yu-Xin Zhang, Jie Gui, Baosheng Yu, Xiaofeng Cong, Xin Gong, Wenbing Tao, Dacheng Tao
2026	J	`jnl`	Diffusion-Based Text-Guided Image Generation With Fine-Grained Spatial Object-Attribute Relationships. IEEE Trans. Circuits Syst. Video Technol. Fuxiang Wu, Liu Liu, Fusheng Hao, Ziliang Ren, Dacheng Tao, Xinyu Wu, Jun Cheng
2026	J	`jnl`	Discriminative-Generative Positive and Unlabeled Learning. IEEE Trans. Image Process. Botai Yuan, Chen Gong, Dacheng Tao, Jie Yang
2026	J	`jnl`	Disentangled Representation Learning via Flow Matching. CoRR Jinjin Chi, Taoping Liu, Mengtao Yin, Ximing Li, Yongcheng Jing, Dacheng Tao
2026	J	`jnl`	Drawback of Enforcing Equivariance and its Compensation via the Lens of Expressive Power. Trans. Mach. Learn. Res. Yuzhu Chen, Tian Qin, Xinmei Tian, Fengxiang He, Dacheng Tao
2026	J	`jnl`	Efficient Differentiable Causal Discovery via Reliable Super-Structure Learning. CoRR Pingchuan Ma, Qixin Zhang, Shuai Wang, Dacheng Tao
2026	J	`jnl`	Efficient and Effective Weight-Ensembling Mixture of Experts for Multi-Task Model Merging. IEEE Trans. Pattern Anal. Mach. Intell. Li Shen, Anke Tang, Enneng Yang, Guibing Guo, Yong Luo, Lefei Zhang, Xiaochun Cao, Bo Du, Dacheng Tao
2026	J	`jnl`	Endowing Molecular Language with Geometry Perception via Modality Compensation for High-Throughput Quantum Hamiltonian Prediction. CoRR Zhenzhong Wang, Yongjie Hou, Chenggong Huang, Yuxuan Du, Dacheng Tao, Min Jiang
2026	A*	`conf`	Free-Form Scene Editor: Enabling Multi-Round Object Manipulation Like in a 3D Engine. AAAI Xincheng Shuai, Zhenyuan Qin, Henghui Ding, Dacheng Tao
2026	J	`jnl`	GlyphPrinter: Region-Grouped Direct Preference Optimization for Glyph-Accurate Visual Text Rendering. CoRR Xincheng Shuai, Ziye Li, Henghui Ding, Dacheng Tao
2026	J	`jnl`	Heuristic-inspired Reasoning Priors Facilitate Data-Efficient Referring Object Detection. CoRR Xu Zhang, Zhe Chen, Jing Zhang, Dacheng Tao
2026	J	`jnl`	Instructed Diffuser With Temporal Condition Guidance for Offline Reinforcement Learning. IEEE Trans. Pattern Anal. Mach. Intell. Jifeng Hu, Yanchao Sun, Sili Huang, Siyuan Guo, Hechang Chen, Li Shen, Lichao Sun, Yi Chang, Dacheng Tao
2026	J	`jnl`	LAB-Det: Language as a Domain-Invariant Bridge for Training-Free One-Shot Domain Generalization in Object Detection. CoRR Xu Zhang, Zhe Chen, Jing Zhang, Dacheng Tao
2026	J	`jnl`	Language-based Trial and Error Falls Behind in the Era of Experience. CoRR Haoyu Wang, Guozheng Ma, Shugang Cui, Yilun Kong, Haotian Luo, Li Shen, Mengya Gao, Yichao Wu, Xiaogang Wang, Dacheng Tao
2026	J	`jnl`	Learning Feature Inversion for Multi-class Anomaly Detection under General-purpose COCO-AD Benchmark. Int. J. Comput. Vis. Jiangning Zhang, Chengjie Wang, Xiangtai Li, Guanzhong Tian, Zhucun Xue, Yong Li, Guansong Pang, Dacheng Tao
2026	A*	`conf`	Lightning Fast Caching-based Parallel Denoising Prediction for Accelerating Talking Head Generation. AAAI Jianzhi Long, Wenhao Sun, Rong-Cheng Tu, Dacheng Tao
2026	J	`jnl`	MD-LSM: an enabling tool for real-time monitoring linear separability of hidden-layer outputs of deep networks. Neural Networks Chao Zhang, Xinyu Chen, Wensheng Li, Naizhe Wang, Xingwu Liu, Dacheng Tao
2026	J	`jnl`	MedCoG: Maximizing LLM Inference Density in Medical Reasoning via Meta-Cognitive Regulation. CoRR Yu Zhao, Hao Guan, Yongcheng Jing, Ying Zhang, Dacheng Tao
2026	J	`jnl`	Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications, and Opportunities. ACM Comput. Surv. Enneng Yang, Li Shen, Guibing Guo, Xing-wei Wang, Xiaochun Cao, Jie Zhang, Dacheng Tao
2026	J	`jnl`	Multinoulli Extension: A Lossless Continuous Relaxation for Partition-Constrained Subset Selection. CoRR Qixin Zhang, Wei Huang, Yan Sun, Yao Shu, Yi Yu, Dacheng Tao
2026	J	`jnl`	Near-Oracle KV Selection via Pre-hoc Sparsity for Long-Context Inference. CoRR Yifei Gao, Lei Wang, Rong-Cheng Tu, Qixin Zhang, Jun Cheng, Dacheng Tao
2026	J	`jnl`	NoisePO: Efficient Semantic Noise Generation and Ranking for Diffusion-Based Text-to-Image Synthesis. IEEE Trans. Image Process. Fuxiang Wu, Liu Liu, Fusheng Hao, Chengqun Song, Dacheng Tao, Jun Cheng
2026	—	`conf`	Offline Behavioral Data Selection. KDD (1) Shiye Lei, Zhihao Cheng, Dacheng Tao
2026	J	`jnl`	PSDesigner: Automated Graphic Design with a Human-Like Creative Workflow. CoRR Xincheng Shuai, Song Tang, Yutong Huang, Henghui Ding, Dacheng Tao
2026	J	`jnl`	Partial Feedback Online Learning. CoRR Shihao Shao, Cong Fang, Zhouchen Lin, Dacheng Tao
2026	J	`jnl`	Position: AI Agents Are Not (Yet) a Panacea for Social Simulation. CoRR Yiming Li, Dacheng Tao
2026	J	`jnl`	Prompt tuning with preference ranking for few-shot pre-trained decision transformer. Sci. China Inf. Sci. Shengchao Hu, Li Shen, Ya Zhang, Dacheng Tao
2026	J	`jnl`	Release the Potential of Memory Buffer in Continual Learning: A Dynamic System Perspective. IEEE Trans. Pattern Anal. Mach. Intell. Zhenyi Wang, Li Shen, Tiehang Duan, Yanjun Zhu, Tongliang Liu, Mingchen Gao, Dacheng Tao
2026	J	`jnl`	RouteMoA: Dynamic Routing without Pre-Inference Boosts Efficient Mixture-of-Agents. CoRR Jize Wang, Han Wu, Zhiyuan You, Yiming Song, Yijun Wang, Zifei Shan, Yining Li, Songyang Zhang, Xinyi Le, Cailian Chen, Xinping Guan, Dacheng Tao
2026	J	`jnl`	SPA-Cache: Singular Proxies for Adaptive Caching in Diffusion Language Models. CoRR Wenhao Sun, Rong-Cheng Tu, Yifu Ding, Zhao Jin, Jingyi Liao, Yongcheng Jing, Dacheng Tao
2026	J	`jnl`	SPAgent: Adaptive Task Decomposition and Model Selection for General Video Generation and Editing. IEEE Trans. Image Process. Rong-Cheng Tu, Wenhao Sun, Zhao Jin, Jingyi Liao, Jiaxing Huang, Dacheng Tao
2026	A*	`conf`	SRD: Reinforcement-Learned Semantic Perturbation for Backdoor Defense in VLMs. AAAI Shuhan Xu, Siyuan Liang, Hongling Zheng, Aishan Liu, Xinbiao Wang, Yong Luo, Fu Lin, Leszek Rutkowski, Dacheng Tao
2026	J	`jnl`	SafeBench: A Safety Evaluation Framework for Multimodal Large Language Models. Int. J. Comput. Vis. Zonghao Ying, Aishan Liu, Siyuan Liang, Lei Huang, Jinyang Guo, Wenbo Zhou, Xianglong Liu, Dacheng Tao
2026	J	`jnl`	Skeleton2Stage: Reward-Guided Fine-Tuning for Physically Plausible Dance Generation. CoRR Jidong Jia, Youjian Zhang, Huan Fu, Dacheng Tao
2026	J	`jnl`	Subspace based Federated Unlearning. Trans. Mach. Learn. Res. Guanghao Li, Li Shen, Yan Sun, Yue Hu, Han Hu, Dacheng Tao
2026	J	`jnl`	Synergy of Sight and Semantics: Holistic Visual Understanding With CLIP. IEEE Trans. Pattern Anal. Mach. Intell. Qu Yang, Mang Ye, Dacheng Tao
2026	J	`jnl`	T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models. Int. J. Comput. Vis. Siyuan Liang, Jiayang Liu, Jiecheng Zhai, Tianmeng Fang, Rongcheng Tu, Aishan Liu, Xiaochun Cao, Dacheng Tao
2026	J	`jnl`	Task-Distributionally Robust Data-Free Meta-Learning. IEEE Trans. Pattern Anal. Mach. Intell. Zixuan Hu, Yongxian Wei, Li Shen, Zhenyi Wang, Baoyuan Wu, Chun Yuan, Dacheng Tao
2026	J	`jnl`	The Bitter Lesson of Diffusion Language Models for Agentic Workflows: A Comprehensive Reality Check. CoRR Qingyu Lu, Liang Ding, Kanjian Zhang, Jinxia Zhang, Dacheng Tao
2026	J	`jnl`	Time Is All It Takes: Spike-Retiming Attacks on Event-Driven Spiking Neural Networks. CoRR Yi Yu, Qixin Zhang, Shuhan Ye, Xun Lin, Qianshan Wei, Kun Wang, Wenhan Yang, Dacheng Tao, Xudong Jiang
2026	A*	`conf`	Time-Frequency Token Advantage Clipping for Training Efficient Large Reasoning Model. AAAI Rong Bao, Bo Wang, Xiao Wang, Hongyu Li, Rui Zheng, Leszek Rutkowski, Qi Zhang, Liang Ding, Dacheng Tao
2026	J	`jnl`	TimeAPN: Adaptive Amplitude-Phase Non-Stationarity Normalization for Time Series Forecasting. CoRR Yue Hu, Jialiang Tang, Siwei Yu, Baosheng Yu, Jing Zhang, Dacheng Tao
2026	J	`jnl`	Top 10 Open Challenges Steering the Future of Diffusion Language Model and Its Variants. CoRR Yunhe Wang, Kai Han, Huiling Zhen, Yuchuan Tian, Hanting Chen, Yongbing Huang, Yufei Cui, Yingte Shu, Shan Gao, Ismail Elezi, Roy Vaughan Miles, Songcen Xu, Feng Wen, Chao Xu, Sinan Zeng, Dacheng Tao
2026	J	`jnl`	Toward Understanding Generalization and Stability Gaps Between Centralized and Decentralized Federated Learning. IEEE Trans. Pattern Anal. Mach. Intell. Yan Sun, Li Shen, Dacheng Tao
2026	J	`jnl`	Towards Reliable Medical LLMs: Benchmarking and Enhancing Confidence Estimation of Large Language Models in Medical Consultation. CoRR Zhiyao Ren, Yibing Zhan, Siyuan Liang, Guozheng Ma, Baosheng Yu, Dacheng Tao
2026	J	`jnl`	TrapFlow: Controllable Website Fingerprinting Defense via Dynamic Backdoor Learning. IEEE Trans. Inf. Forensics Secur. Siyuan Liang, Jiajun Gong, Tianmeng Fang, Aishan Liu, Tao Wang, Xiaochun Cao, Dacheng Tao, Ee-Chien Chang
2026	J	`jnl`	Try, Check and Retry: A Divide-and-Conquer Framework for Boosting Long-context Tool-Calling Performance of LLMs. CoRR Kunfeng Chen, Qihuang Zhong, Juhua Liu, Bo Du, Dacheng Tao
2026	J	`jnl`	UniICL: Systematizing Unified Multimodal In-context Learning through a Capability-Oriented Taxonomy. CoRR Yicheng Xu, Jiangning Zhang, Zhucun Xue, Teng Hu, Ran Yi, Xiaobin Hu, Yong Li, Dacheng Tao
2026	J	`jnl`	UniX: Unifying Autoregression and Diffusion for Chest X-Ray Understanding and Generation. CoRR Ruiheng Zhang, Jingfeng Yao, Huangxuan Zhao, Hao Yan, Xiao He, Lei Chen, Zhou Wei, Yong Luo, Zengmao Wang, Lefei Zhang, Dacheng Tao, Bo Du
2026	J	`jnl`	VTC-R1: Vision-Text Compression for Efficient Long-Context Reasoning. CoRR Yibo Wang, Yongcheng Jing, Shunyu Liu, Hao Guan, Rong-Cheng Tu, Chengyu Wang, Jun Huang, Dacheng Tao
2026	J	`jnl`	VideoTIR: Accurate Understanding for Long Videos with Efficient Tool-Integrated Reasoning. CoRR Zhe Gao, Shiyu Shen, Taifeng Chai, Weinong Wang, Haotian Xu, Xing W, Wenbin Li, Qi Fan, Yang Gao, Dacheng Tao
2026	J	`jnl`	What Makes Value Learning Efficient in Residual Reinforcement Learning? CoRR Guozheng Ma, Lu Li, Haoyu Wang, Zixuan Liu, Pierre-Luc Bacon, Dacheng Tao
2026	J	`jnl`	When World Models Dream Wrong: Physical-Conditioned Adversarial Attacks against World Models. CoRR Zhixiang Guo, Siyuan Liang, Andras Balogh, Noah Lunberry, Rong-Cheng Tu, Márk Jelasity, Dacheng Tao
2026	J	`jnl`	Why Self-Rewarding Works: Theoretical Guarantees for Iterative Alignment of Language Models. CoRR Shi Fu, Yingjie Wang, Shengchao Hu, Peng Wang, Dacheng Tao
2026	J	`jnl`	Zero-Shot Sparse Mixture of Low-Rank Experts Construction From Pre-Trained Foundation Models. IEEE Trans. Pattern Anal. Mach. Intell. Anke Tang, Li Shen, Yong Luo, Shuai Xie, Han Hu, Lefei Zhang, Bo Du, Dacheng Tao
2025	J	`jnl`	(δ, ε)-K Segmentation for Characterizing Well-Clusterable Sets. IEEE Trans. Neural Networks Learn. Syst. Xinyu Chen, Jian Wang, Jie Yang, Chao Zhang, Dacheng Tao
2025	J	`jnl`	2D Semantic-Guided Semantic Scene Completion. Int. J. Comput. Vis. Xianzhu Liu, Haozhe Xie, Shengping Zhang, Hongxun Yao, Rongrong Ji, Liqiang Nie, Dacheng Tao
2025	J	`jnl`	A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment. CoRR Kun Wang, Guibin Zhang, Zhenhong Zhou, Jiahao Wu, Miao Yu, Shiqian Zhao, Chenlong Yin, Jinhu Fu, Yibo Yan, Hanjun Luo, Liang Lin, Zhihao Xu, Haolang Lu, Xinye Cao, Xinyun Zhou, Weifei Jin, Fanci Meng, Junyuan Mao, Hao Wu, Minghe Wang, Fan Zhang, Junfeng Fang, Chengwei Liu, Yifan Zhang, Qiankun Li, Chongye Guo, Yalan Qin, Yi Ding, Donghai Hong, Jiaming Ji, Xinfeng Li, Yifan Jiang, Dongxia Wang, Yihao Huang, Yufei Guo, Jen-tse Huang, Yanwei Yue, Wenke Huang, Guancheng Wan, Tianlin Li, Lei Bai, Jie Zhang, Qing Guo, Jingyi Wang, Tianlong Chen, Joey Tianyi Zhou, Xiaojun Jia, Weisong Sun, Cong Wu, Jing Chen, Xuming Hu, Yiming Li, Xiao Wang, Ningyu Zhang, Luu Anh Tuan, Guowen Xu, Tianwei Zhang, Xingjun Ma, Xiang Wang, Bo An, Jun Sun, Mohit Bansal, Shirui Pan, Yuval Elovici, Bhavya Kailkhura, Bo Li, Yaodong Yang, Hongwei Li, Wenyuan Xu, Yizhou Sun, Wei Wang, Qing Li, Ke Tang, Yu-Gang Jiang, Felix Juefei-Xu, Hui Xiong, Xiaofeng Wang, Shuicheng Yan, Dacheng Tao, Philip S. Yu, Qingsong Wen, Yang Liu
2025	J	`jnl`	A Comprehensive Survey of Data Augmentation in Visual Reinforcement Learning. Int. J. Comput. Vis. Guozheng Ma, Zhen Wang, Zhecheng Yuan, Xueqian Wang, Bo Yuan, Dacheng Tao
2025	J	`jnl`	A DeepSeek-Powered AI System for Automated Chest Radiograph Interpretation in Clinical Practice. CoRR Yaowei Bai, Ruiheng Zhang, Yu Lei, Xuhua Duan, Jingfeng Yao, Shuguang Ju, Chaoyang Wang, Wei Yao, Yiwan Guo, Guilin Zhang, Chao Wan, Qian Yuan, Lei Chen, Wenjuan Tang, Biqiang Zhu, Xinggang Wang, Tao Sun, Wei Zhou, Dacheng Tao, Yongchao Xu, Chuansheng Zheng, Huangxuan Zhao, Bo Du
2025	J	`jnl`	A Physics-guided Multimodal Transformer Path to Weather and Climate Sciences. CoRR Jing Han, Hanting Chen, Kai Han, Xiaomeng Huang, Yongyun Hu, Wenjun Xu, Dacheng Tao, Ping Zhang
2025	A*	`conf`	A Statistical Approach for Controlled Training Data Detection. ICLR Zirui Hu, Yingjie Wang, Zheng Zhang, Hong Chen, Dacheng Tao
2025	J	`jnl`	A Survey of Direct Preference Optimization. CoRR Shunyu Liu, Wenkai Fang, Zetian Hu, Junjie Zhang, Yang Zhou, Kongcheng Zhang, Rongcheng Tu, Ting-En Lin, Fei Huang, Mingli Song, Yongbin Li, Dacheng Tao
2025	J	`jnl`	A Survey of Safety on Large Vision-Language Models: Attacks, Defenses and Evaluations. CoRR Mang Ye, Xuankun Rong, Wenke Huang, Bo Du, Nenghai Yu, Dacheng Tao
2025	J	`jnl`	A Survey on Agentic Multimodal Large Language Models. CoRR Huanjin Yao, Ruifei Zhang, Jiaxing Huang, Jingyi Zhang, Yibo Wang, Bo Fang, Ruolin Zhu, Yongcheng Jing, Shunyu Liu, Guanbin Li, Dacheng Tao
2025	A*	`conf`	A Theoretical Perspective: How to Prevent Model Collapse in Self-consuming Training Loops. ICLR Shi Fu, Yingjie Wang, Yuzhu Chen, Xinmei Tian, Dacheng Tao
2025	J	`jnl`	A Theoretical Perspective: How to Prevent Model Collapse in Self-consuming Training Loops. CoRR Shi Fu, Yingjie Wang, Yuzhu Chen, Xinmei Tian, Dacheng Tao
2025	J	`jnl`	AD-FM: Multimodal LLMs for Anomaly Detection via Multi-Stage Reasoning and Fine-Grained Reward Optimization. CoRR Jingyi Liao, Yongyi Su, Rong-Cheng Tu, Zhao Jin, Wenhao Sun, Yiting Li, Dacheng Tao, Xun Xu, XuLei Yang
2025	J	`jnl`	AGENTSAFE: Benchmarking the Safety of Embodied Agents on Hazardous Instructions. CoRR Aishan Liu, Zonghao Ying, Le Wang, Junjie Mu, Jinyang Guo, Jiakai Wang, Yuqing Ma, Siyuan Liang, Mingchuan Zhang, Xianglong Liu, Dacheng Tao
2025	J	`jnl`	AdaPW: An adaptive point-weighting method for training physics-informed neural networks. Comput. Math. Appl. Wensheng Li, Hao Wang, Hanting Guan, Ruifeng Zhou, Chao Zhang, Dacheng Tao
2025	J	`jnl`	AdaR1: From Long-CoT to Hybrid-CoT via Bi-Level Adaptive Reasoning Optimization. CoRR Haotian Luo, Haiying He, Yibo Wang, Jinluan Yang, Rui Liu, Naiqiang Tan, Xiaochun Cao, Dacheng Tao, Li Shen
2025	J	`jnl`	AdaVideoRAG: Omni-Contextual Adaptive Retrieval-Augmented Efficient Long Video Understanding. CoRR Zhucun Xue, Jiangning Zhang, Xurong Xie, Yuxuan Cai, Yong Liu, Xiangtai Li, Dacheng Tao
2025	J	`jnl`	Adaptive Defense against Harmful Fine-Tuning for Large Language Models via Bayesian Data Scheduler. CoRR Zixuan Hu, Li Shen, Zhenyi Wang, Yongxian Wei, Dacheng Tao
2025	J	`jnl`	Adaptively Point-weighting Curriculum Learning. CoRR Wensheng Li, Hao Wang, Ruifeng Zhou, Hanting Guan, Chao Zhang, Dacheng Tao
2025	J	`jnl`	Advances in Radiance Field for Dynamic Scene: From Neural Field to Gaussian Field. CoRR Jinlong Fan, Xuepu Zeng, Jing Zhang, Mingming Gong, Yuxiang Yang, Dacheng Tao
2025	J	`jnl`	Aligning Text-to-Image Diffusion Models With Constrained Reinforcement Learning. IEEE Trans. Pattern Anal. Mach. Intell. Ziyi Zhang, Sen Zhang, Li Shen, Yibing Zhan, Yong Luo, Han Hu, Bo Du, Yonggang Wen, Dacheng Tao
2025	J	`jnl`	Analytic Energy-Guided Policy Optimization for Offline Reinforcement Learning. CoRR Jifeng Hu, Sili Huang, Zhejian Yang, Shengchao Hu, Li Shen, Hechang Chen, Lichao Sun, Yi Chang, Dacheng Tao
2025	J	`jnl`	Are Large Language Models Really Robust to Word-Level Perturbations? Trans. Mach. Learn. Res. Haoyu Wang, Guozheng Ma, Cong Yu, Ning Gui, Linrui Zhang, Zhiqi Huang, Suwei Ma, Yongzhe Chang, Sen Zhang, Li Shen, Xueqian Wang, Peilin Zhao, Dacheng Tao
2025	J	`jnl`	Artificial intelligence for representing and characterizing quantum systems. CoRR Yuxuan Du, Yan Zhu, Yuan-Hang Zhang, Min-Hsiu Hsieh, Patrick Rebentrost, Weibo Gao, Ya-Dong Wu, Jens Eisert, Giulio Chiribella, Dacheng Tao, Barry C. Sanders
2025	A*	`conf`	AsymRnR: Video Diffusion Transformers Acceleration with Asymmetric Reduction and Restoration. ICML Wenhao Sun, Rong-Cheng Tu, Jingyi Liao, Zhao Jin, Dacheng Tao
2025	J	`jnl`	Attentive Learning Facilitates Generalization of Neural Networks. IEEE Trans. Neural Networks Learn. Syst. Shiye Lei, Fengxiang He, Haowen Chen, Dacheng Tao
2025	A*	`conf`	BDefects4NN: A Backdoor Defect Database for Controlled Localization Studies in Neural Networks. ICSE Yisong Xiao, Aishan Liu, Xinwei Zhang, Tianyuan Zhang, Tianlin Li, Siyuan Liang, Xianglong Liu, Yang Liu, Dacheng Tao
2025	J	`jnl`	BIT-FL: Blockchain-Enabled Incentivized and Secure Federated Learning Framework. IEEE Trans. Mob. Comput. Chenhao Ying, Fuyuan Xia, David S. L. Wei, Xinchun Yu, Yibin Xu, Weiting Zhang, Xikun Jiang, Haiming Jin, Yuan Luo, Tao Zhang, Dacheng Tao
2025	A*	`conf`	Be Confident: Uncovering Overfitting in MLLM Multi-Task Tuning. ICML Wenke Huang, Jian Liang, Guancheng Wan, Didi Zhu, He Li, Jiawei Shao, Mang Ye, Bo Du, Dacheng Tao
2025	J	`jnl`	Benchmarking Reasoning Robustness in Large Language Models. CoRR Tong Yu, Yongcheng Jing, Xikun Zhang, Wentao Jiang, Wenjie Wu, Yingjie Wang, Wenbin Hu, Bo Du, Dacheng Tao
2025	J	`jnl`	Binding Agent ID: Unleashing the Power of AI Agents with accountability and credibility. CoRR Zibin Lin, Shengli Zhang, Guofu Liao, Dacheng Tao, Taotao Wang
2025	J	`jnl`	Black-Box Adversarial Attack on Vision Language Models for Autonomous Driving. CoRR Lu Wang, Tianyuan Zhang, Yang Qu, Siyuan Liang, Yuwei Chen, Aishan Liu, Xianglong Liu, Dacheng Tao
2025	J	`jnl`	CBW: Towards Dataset Ownership Verification for Speaker Verification via Clustering-based Backdoor Watermarking. CoRR Yiming Li, Kaiying Yan, Shuo Shao, Tongqing Zhai, Shu-Tao Xia, Zhan Qin, Dacheng Tao
2025	—	`conf`	CFinBench: A Comprehensive Chinese Financial Benchmark for Large Language Models. NAACL (Long Papers) Ying Nie, Binwei Yan, Tianyu Guo, Hao Liu, Haoyu Wang, Wei He, Binfan Zheng, Weihao Wang, Qiang Li, Weijian Sun, Yunhe Wang, Dacheng Tao
2025	J	`jnl`	CertDW: Towards Certified Dataset Ownership Verification via Conformal Prediction. CoRR Ting Qiao, Yiming Li, Jianbin Li, Yingjia Wang, Leyi Qi, Junfeng Guo, Ruili Feng, Dacheng Tao
2025	J	`jnl`	ClusIR: Towards Cluster-Guided All-in-One Image Restoration. CoRR Shengkai Hu, Jiaqi Ma, Jun Wan, Wenwen Min, Yongcheng Jing, Lefei Zhang, Dacheng Tao
2025	J	`jnl`	CoVeR: Conformal Calibration for Versatile and Reliable Autoregressive Next-Token Prediction. CoRR Yuzhu Chen, Yingjie Wang, Shunyu Liu, Yongcheng Jing, Dacheng Tao
2025	J	`jnl`	CogMorph: Cognitive Morphing Attacks for Text-to-Image Models. CoRR Zonglei Jing, Zonghao Ying, Le Wang, Siyuan Liang, Aishan Liu, Xianglong Liu, Dacheng Tao
2025	J	`jnl`	Combatting Dimensional Collapse in LLM Pre-Training Data via Diversified File Selection. CoRR Ziqing Fan, Siyuan Du, Shengchao Hu, Pingjie Wang, Li Shen, Ya Zhang, Dacheng Tao, Yanfeng Wang
2025	A*	`conf`	Combatting Dimensional Collapse in LLM Pre-Training Data via Submodular File Selection. ICLR Ziqing Fan, Siyuan Du, Shengchao Hu, Pingjie Wang, Li Shen, Ya Zhang, Dacheng Tao, Yanfeng Wang
2025	J	`jnl`	Communication-efficient distributed learning with Local Immediate Error Compensation. Neural Networks Yifei Cheng, Li Shen, Linli Xu, Xun Qian, Shiwei Wu, Yiming Zhou, Tie Zhang, Dacheng Tao, Enhong Chen
2025	J	`jnl`	Compromising LLM Driven Embodied Agents With Contextual Backdoor Attacks. IEEE Trans. Inf. Forensics Secur. Aishan Liu, Yuguang Zhou, Xianglong Liu, Tianyuan Zhang, Siyuan Liang, Jiakai Wang, Yanjun Pu, Tianlin Li, Junqi Zhang, Wenbo Zhou, Qing Guo, Dacheng Tao
2025	J	`jnl`	Confidence as a Reward: Transforming LLMs into Reward Models. CoRR He Du, Bowen Li, Chengxing Xie, Chang Gao, Kai Chen, Dacheng Tao
2025	J	`jnl`	Consistent Paths Lead to Truth: Self-Rewarding Reinforcement Learning for LLM Reasoning. CoRR Kongcheng Zhang, Qi Yao, Shunyu Liu, Yingjie Wang, Baisheng Lai, Jieping Ye, Mingli Song, Dacheng Tao
2025	J	`jnl`	Constraint Boundary Wandering Framework: Enhancing Constrained Optimization With Deep Neural Networks. IEEE Trans. Pattern Anal. Mach. Intell. Shuang Wu, Shixiang Chen, Li Shen, Lefei Zhang, Dacheng Tao
2025	J	`jnl`	Continual Diffuser (CoD): Mastering Continual Offline RL With Experience Rehearsal. IEEE Trans. Neural Networks Learn. Syst. Jifeng Hu, Li Shen, Sili Huang, Zhejian Yang, Hechang Chen, Lichao Sun, Yi Chang, Dacheng Tao
2025	J	`jnl`	Coward: Toward Practical Proactive Federated Backdoor Defense via Collision-based Watermark. CoRR Wenjie Li, Siying Gu, Yiming Li, Kangjie Chen, Zhili Chen, Tianwei Zhang, Shu-Tao Xia, Dacheng Tao
2025	J	`jnl`	Cross-Domain Diffusion With Progressive Alignment for Efficient Adaptive Retrieval. IEEE Trans. Image Process. Junyu Luo, Yusheng Zhao, Xiao Luo, Zhiping Xiao, Wei Ju, Li Shen, Dacheng Tao, Ming Zhang
2025	J	`jnl`	Cross-Domain Diffusion with Progressive Alignment for Efficient Adaptive Retrieval. CoRR Junyu Luo, Yusheng Zhao, Xiao Luo, Zhiping Xiao, Wei Ju, Li Shen, Dacheng Tao, Ming Zhang
2025	J	`jnl`	D CoRR Kejing Xia, Jidong Jia, Ke Jin, Yucai Bai, Li Sun, Dacheng Tao, Youjian Zhang
2025	J	`jnl`	DATABench: Evaluating Dataset Auditing in Deep Learning from an Adversarial Perspective. CoRR Shuo Shao, Yiming Li, Mengren Zheng, Zhiyang Hu, Yukun Chen, Boheng Li, Yu He, Junfeng Guo, Tianwei Zhang, Dacheng Tao, Zhan Qin
2025	J	`jnl`	DFedADMM: Dual Constraint Controlled Model Inconsistency for Decentralize Federated Learning. IEEE Trans. Pattern Anal. Mach. Intell. Qinglun Li, Li Shen, Guanghao Li, Quanjun Yin, Dacheng Tao
2025	J	`jnl`	DGL-GAN: discriminator-guided GAN compression. Vis. Comput. Yuesong Tian, Li Shen, Xiang Tian, Dacheng Tao, Zhifeng Li, Wei Liu, Yaowu Chen
2025	J	`jnl`	DM-PCL: Text-Driven Dual-Modal Prototype Consistency Learning for Weakly-Supervised Few-Shot Part Segmentation. Int. J. Comput. Vis. Mengya Han, Yong Luo, Han Hu, Zengmao Wang, Lefei Zhang, Bo Du, Ling-Yu Duan, Dacheng Tao
2025	J	`jnl`	Data-Adaptive Weight-Ensembling for Multi-task Model Fusion. Int. J. Comput. Vis. Anke Tang, Li Shen, Yong Luo, Shiwei Liu, Han Hu, Bo Du, Dacheng Tao
2025	J	`jnl`	Decision Flow Policy Optimization. CoRR Jifeng Hu, Sili Huang, Siyuan Guo, Zhaogeng Liu, Li Shen, Lichao Sun, Hechang Chen, Yi Chang, Dacheng Tao
2025	A*	`conf`	Decision Mixer: Integrating Long-term and Local Dependencies via Dynamic Token Selection for Decision-Making. ICML Hongling Zheng, Li Shen, Yong Luo, Deheng Ye, Bo Du, Jialie Shen, Dacheng Tao
2025	J	`jnl`	Demonstration of Efficient Predictive Surrogates for Large-scale Quantum Processors. CoRR Wei-You Liao, Yuxuan Du, Xinbiao Wang, Tian-Ci Tian, Yong Luo, Bo Du, Dacheng Tao, He-Liang Huang
2025	J	`jnl`	Detoxifying Large Language Models via Autoregressive Reward Guided Representation Editing. CoRR Yisong Xiao, Aishan Liu, Siyuan Liang, Zonghao Ying, Xianglong Liu, Dacheng Tao
2025	A*	`conf`	Divide, Conquer and Combine: A Training-Free Framework for High-Resolution Image Perception in Multimodal Large Language Models. AAAI Wenbin Wang, Liang Ding, Minyan Zeng, Xiabin Zhou, Li Shen, Yong Luo, Wei Yu, Dacheng Tao
2025	J	`jnl`	Drawback of Enforcing Equivariance and its Compensation via the Lens of Expressive Power. CoRR Yuzhu Chen, Tian Qin, Xinmei Tian, Fengxiang He, Dacheng Tao
2025	A*	`conf`	Dynamic Neural Fortresses: An Adaptive Shield for Model Extraction Defense. ICLR Siyu Luan, Zhenyi Wang, Li Shen, Zonghua Gu, Chao Wu, Dacheng Tao
2025	—	`conf`	Dynamic Parallel Tree Search for Efficient LLM Reasoning. ACL (1) Yifu Ding, Wentao Jiang, Shunyu Liu, Yongcheng Jing, Jinyang Guo, Yingjie Wang, Jing Zhang, Zengmao Wang, Ziwei Liu, Bo Du, Xianglong Liu, Dacheng Tao
2025	J	`jnl`	Dynamic Parallel Tree Search for Efficient LLM Reasoning. CoRR Yifu Ding, Wentao Jiang, Shunyu Liu, Yongcheng Jing, Jinyang Guo, Yingjie Wang, Jing Zhang, Zengmao Wang, Ziwei Liu, Bo Du, Xianglong Liu, Dacheng Tao
2025	—	`conf`	ECLR'25: 2nd Workshop on Efficient Computing Under Limited Resources: Visual Computing. ICCVW Jinyang Guo, Zhenghao Chen, Yuqing Ma, Yifu Ding, Xianglong Liu, Jinman Kim, Wanli Ouyang, Dacheng Tao
2025	—	`conf`	ELBA-Bench: An Efficient Learning Backdoor Attacks Benchmark for Large Language Models. ACL (1) Xuxu Liu, Siyuan Liang, Mengya Han, Yong Luo, Aishan Liu, Xiantao Cai, Zheng He, Dacheng Tao
2025	J	`jnl`	ELBA-Bench: An Efficient Learning Backdoor Attacks Benchmark for Large Language Models. CoRR Xuxu Liu, Siyuan Liang, Mengya Han, Yong Luo, Aishan Liu, Xiantao Cai, Zheng He, Dacheng Tao
2025	J	`jnl`	EMOv2: Pushing 5M Vision Model Frontier. IEEE Trans. Pattern Anal. Mach. Intell. Jiangning Zhang, Teng Hu, Haoyang He, Zhucun Xue, Yabiao Wang, Chengjie Wang, Yong Liu, Xiangtai Li, Dacheng Tao
2025	J	`jnl`	ESceme: Vision-and-Language Navigation with Episodic Scene Memory. Int. J. Comput. Vis. Qi Zheng, Daqing Liu, Chaoyue Wang, Jing Zhang, Dadong Wang, Dacheng Tao
2025	J	`jnl`	EchoBench: Benchmarking Sycophancy in Medical Large Vision-Language Models. CoRR Botai Yuan, Yutian Zhou, Yingjie Wang, Fushuo Huo, Yongcheng Jing, Li Shen, Ying Wei, Zhiqi Shen, Ziwei Liu, Tianwei Zhang, Jie Yang, Dacheng Tao
2025	—	`conf`	Edit Once, Update Everywhere: A Simple Framework for Cross-Lingual Knowledge Synchronization in LLMs. ACL (Findings) Yuchen Wu, Liang Ding, Li Shen, Dacheng Tao
2025	J	`jnl`	Edit Once, Update Everywhere: A Simple Framework for Cross-Lingual Knowledge Synchronization in LLMs. CoRR Yuchen Wu, Liang Ding, Li Shen, Dacheng Tao
2025	J	`jnl`	Editorial Emerging Horizons: The Rise of Large Language Models and Cross-Modal Generative AI. IEEE Trans. Big Data Guang Yang, Jing Zhang, Giorgos Papanastasiou, Ge Wang, Dacheng Tao
2025	J	`jnl`	Effective Policy Learning for Multi-Agent Online Coordination Beyond Submodular Objectives. CoRR Qixin Zhang, Yan Sun, Can Jin, Xikun Zhang, Yao Shu, Puning Zhao, Li Shen, Dacheng Tao
2025	J	`jnl`	EmbedGrad: Gradient-Based Prompt Optimization in Embedding Space for Large Language Models. CoRR Xiaoming Hou, Jiquan Zhang, Zibin Lin, Dacheng Tao, Shengli Zhang
2025	J	`jnl`	Empowering Agrifood System with Artificial Intelligence: A Survey of the Progress, Challenges and Opportunities. ACM Comput. Surv. Tao Chen, Liang Lv, Di Wang, Jing Zhang, Yue Yang, Zeyang Zhao, Chen Wang, Xiaowei Guo, Hao Chen, Qingye Wang, Yufei Xu, Qiming Zhang, Bo Du, Liangpei Zhang, Dacheng Tao
2025	A*	`conf`	Empowering Large Language Models for Time Series Forecasting with Patterns and Semantics. ICDM Jialiang Tang, Shuo Chen, Chen Gong, Jing Zhang, Dacheng Tao
2025	A*	`conf`	Energy-based Backdoor Defense Against Federated Graph Learning. ICLR Guancheng Wan, Zitong Shi, Wenke Huang, Guibin Zhang, Dacheng Tao, Mang Ye
2025	—	`conf`	Enhancing Input-Label Mapping in In-Context Learning with Contrastive Decoding. ACL (2) Keqin Peng, Liang Ding, Yuanxin Ouyang, Meng Fang, Yancheng Yuan, Dacheng Tao
2025	J	`jnl`	Enhancing Input-Label Mapping in In-Context Learning with Contrastive Decoding. CoRR Keqin Peng, Liang Ding, Yuanxin Ouyang, Meng Fang, Yancheng Yuan, Dacheng Tao
2025	J	`jnl`	Entropy-Guided Watermarking for LLMs: A Test-Time Framework for Robust and Traceable Text Generation. CoRR Shizhan Cai, Liang Ding, Dacheng Tao
2025	J	`jnl`	Erasing Without Remembering: Safeguarding Knowledge Forgetting in Large Language Models. CoRR Huazheng Wang, Yongcheng Jing, Haifeng Sun, Yingjie Wang, Jingyu Wang, Jianxin Liao, Dacheng Tao
2025	J	`jnl`	Estimating Per-Class Statistics for Label Noise Learning. IEEE Trans. Pattern Anal. Mach. Intell. Wenshui Luo, Shuo Chen, Tongliang Liu, Bo Han, Gang Niu, Masashi Sugiyama, Dacheng Tao, Chen Gong
2025	J	`jnl`	EvoSyn: Generalizable Evolutionary Data Synthesis for Verifiable Learning. CoRR He Du, Bowen Li, Aijun Yang, Siyang He, Qipeng Guo, Dacheng Tao
2025	J	`jnl`	Exploring plain ViT features for multi-class unsupervised visual anomaly detection. Comput. Vis. Image Underst. Jiangning Zhang, Xuhai Chen, Yabiao Wang, Chengjie Wang, Yong Liu, Xiangtai Li, Ming-Hsuan Yang, Dacheng Tao
2025	J	`jnl`	External Data Extraction Attacks against Retrieval-Augmented Large Language Models. CoRR Yu He, Yifei Chen, Yiming Li, Shuo Shao, Leyi Qi, Boheng Li, Dacheng Tao, Zhan Qin
2025	J	`jnl`	Fairness Mediator: Neutralize Stereotype Associations to Mitigate Bias in Large Language Models. CoRR Yisong Xiao, Aishan Liu, Siyuan Liang, Xianglong Liu, Dacheng Tao
2025	J	`jnl`	Fairness Mediator: Neutralize Stereotype Associations to Mitigate Bias in Large Language Models. Proc. ACM Softw. Eng. Yisong Xiao, Aishan Liu, Siyuan Liang, Xianglong Liu, Dacheng Tao
2025	J	`jnl`	Fast-Slow-Thinking: Complex Task Solving with Large Language Models. CoRR Yiliu Sun, Yanfang Zhang, Zicheng Zhao, Sheng Wan, Dacheng Tao, Chen Gong
2025	J	`jnl`	Federated Learning With Only Positive Labels by Exploring Label Correlations. IEEE Trans. Neural Networks Learn. Syst. Xuming An, Dui Wang, Li Shen, Yong Luo, Han Hu, Bo Du, Yonggang Wen, Dacheng Tao
2025	A*	`conf`	FreDF: Learning to Forecast in the Frequency Domain. ICLR Hao Wang, Lichen Pan, Yuan Shen, Zhichao Chen, Degui Yang, Yifei Yang, Sen Zhang, Xinggao Liu, Haoxuan Li, Dacheng Tao
2025	J	`jnl`	Free-Form Motion Control: A Synthetic Video Generation Dataset with Controllable Camera and Object Motions. CoRR Xincheng Shuai, Henghui Ding, Zhenyuan Qin, Hao Luo, Xingjun Ma, Dacheng Tao
2025	J	`jnl`	Free-Form Scene Editor: Enabling Multi-Round Object Manipulation like in a 3D Engine. CoRR Xincheng Shuai, Zhenyuan Qin, Henghui Ding, Dacheng Tao
2025	J	`jnl`	From Missing Pieces to Masterpieces: Image Completion With Context-Adaptive Diffusion. IEEE Trans. Pattern Anal. Mach. Intell. Pourya Shamsolmoali, Masoumeh Zareapoor, Huiyu Zhou, Michael Felsberg, Dacheng Tao, Xuelong Li
2025	J	`jnl`	From Missing Pieces to Masterpieces: Image Completion with Context-Adaptive Diffusion. CoRR Pourya Shamsolmoali, Masoumeh Zareapoor, Huiyu Zhou, Michael Felsberg, Dacheng Tao, Xuelong Li
2025	J	`jnl`	FusionBench: A Unified Library and Comprehensive Benchmark for Deep Model Fusion. J. Mach. Learn. Res. Anke Tang, Li Shen, Yong Luo, Enneng Yang, Han Hu, Lefei Zhang, Bo Du, Dacheng Tao
2025	J	`jnl`	GLC++: Source-Free Universal Domain Adaptation Through Global-Local Clustering and Contrastive Affinity Learning. IEEE Trans. Pattern Anal. Mach. Intell. Sanqing Qu, Tianpei Zou, Florian Röhrbein, Cewu Lu, Guang Chen, Dacheng Tao, Changjun Jiang
2025	J	`jnl`	GenderBias-VL: Benchmarking Gender Bias in Vision Language Models via Counterfactual Probing. Int. J. Comput. Vis. Yisong Xiao, Xianglong Liu, Qianjia Cheng, Zhenfei Yin, Siyuan Liang, Jiapeng Li, Jing Shao, Aishan Liu, Dacheng Tao
2025	J	`jnl`	General Class-Balanced Multicentric Dynamic Prototype Pseudo-Labeling for Source-Free Domain Adaptation. Int. J. Comput. Vis. Sanqing Qu, Guang Chen, Jing Zhang, Zhijun Li, Wei He, Dacheng Tao
2025	J	`jnl`	Generative Classifier for Domain Generalization. CoRR Shaocong Long, Qianyu Zhou, Xiangtai Li, Chenhao Ying, Yunhai Tong, Lizhuang Ma, Yuan Luo, Dacheng Tao
2025	J	`jnl`	Generative adversarial physics-informed neural networks for solving forward and inverse problem with small labeled samples. Comput. Math. Appl. Wensheng Li, Chuncheng Wang, Hanting Guan, Jian Wang, Jie Yang, Chao Zhang, Dacheng Tao
2025	J	`jnl`	GeoZero: Incentivizing Reasoning from Scratch on Geospatial Scenes. CoRR Di Wang, Shunyu Liu, Wentao Jiang, Fengxiang Wang, Yi Liu, Xiaolei Qin, Zhiming Luo, Chaoyang Zhou, Haonan Guo, Jing Zhang, Bo Du, Dacheng Tao, Liangpei Zhang
2025	J	`jnl`	GeometryZero: Improving Geometry Solving for LLM with Group Contrastive Policy Optimization. CoRR Yikun Wang, Yibin Wang, Dianyi Wang, Zimian Peng, Qipeng Guo, Dacheng Tao, Jiaqi Wang
2025	J	`jnl`	GoMatching++: Parameter- and Data-Efficient Arbitrary-Shaped Video Text Spotting and Benchmarking. CoRR Haibin He, Jing Zhang, Maoyuan Ye, Juhua Liu, Bo Du, Dacheng Tao
2025	J	`jnl`	Graph decision transformer for offline reinforcement learning. Sci. China Inf. Sci. Shengchao Hu, Li Shen, Ya Zhang, Dacheng Tao
2025	J	`jnl`	Graph-Augmented Reasoning: Evolving Step-by-Step Knowledge Graph Retrieval for LLM Reasoning. CoRR Wenjie Wu, Yongcheng Jing, Yingjie Wang, Wenbin Hu, Dacheng Tao
2025	J	`jnl`	HRP: High-Rank Preheating for Superior LoRA Initialization. CoRR Yuzhu Chen, Yingjie Wang, Shi Fu, Li Shen, Yongcheng Jing, Xinmei Tian, Dacheng Tao
2025	J	`jnl`	Harnessing Text-to-Image Diffusion Models for Point Cloud Self-Supervised Learning. CoRR Yiyang Chen, Shanshan Zhao, Lunhao Duan, Changxing Ding, Dacheng Tao
2025	J	`jnl`	Hi-SAM: Marrying Segment Anything Model for Hierarchical Text Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. Maoyuan Ye, Jing Zhang, Juhua Liu, Chenyu Liu, Baocai Yin, Cong Liu, Bo Du, Dacheng Tao
2025	J	`jnl`	Hindsight Distillation Reasoning with Knowledge Encouragement Preference for Knowledge-based Visual Question Answering. CoRR Yu Zhao, Ying Zhang, Xuhui Sui, Baohang Zhou, Li Shen, Dacheng Tao
2025	A*	`conf`	Human-Imperceptible, Machine-Recognizable Images. IJCAI Fusheng Hao, Fengxiang He, Yikai Wang, Fuxiang Wu, Jing Zhang, Dacheng Tao, Jun Cheng
2025	J	`jnl`	Hyper-modal Imputation Diffusion Embedding with Dual-Distillation for Federated Multimodal Knowledge Graph Completion. CoRR Ying Zhang, Yu Zhao, Xuhui Sui, Baohang Zhou, Xiangrui Cai, Li Shen, Xiaojie Yuan, Dacheng Tao
2025	J	`jnl`	HyperSIGMA: Hyperspectral Intelligence Comprehension Foundation Model. IEEE Trans. Pattern Anal. Mach. Intell. Di Wang, Meiqi Hu, Yao Jin, Yuchun Miao, Jiaqi Yang, Yichu Xu, Xiaolei Qin, Jiaqi Ma, Lingyu Sun, Chenxing Li, Chuan Fu, Hongruixuan Chen, Chengxi Han, Naoto Yokoya, Jing Zhang, Minqiang Xu, Lin Liu, Lefei Zhang, Chen Wu, Bo Du, Dacheng Tao, Liangpei Zhang
2025	A*	`conf`	ICLShield: Exploring and Mitigating In-Context Learning Backdoor Attacks. ICML Zhiyao Ren, Siyuan Liang, Aishan Liu, Dacheng Tao
2025	J	`jnl`	ICLShield: Exploring and Mitigating In-Context Learning Backdoor Attacks. CoRR Zhiyao Ren, Siyuan Liang, Aishan Liu, Dacheng Tao
2025	J	`jnl`	Image Captions are Natural Prompts for Training Data Synthesis. Int. J. Comput. Vis. Shiye Lei, Hao Chen, Sen Zhang, Bo Zhao, Dacheng Tao
2025	A*	`conf`	Improving Complex Reasoning over Knowledge Graph with Logic-Aware Curriculum Tuning. AAAI Tianle Xia, Liang Ding, Guojia Wan, Yibing Zhan, Bo Du, Dacheng Tao
2025	J	`jnl`	Improving Large Language Models with Concept-Aware Fine-Tuning. CoRR Michael K. Chen, Xikun Zhang, Jiaxing Huang, Dacheng Tao
2025	J	`jnl`	Information-Theoretic Reward Modeling for Stable RLHF: Detecting and Mitigating Reward Hacking. CoRR Yuchun Miao, Liang Ding, Sen Zhang, Rong Bao, Lefei Zhang, Dacheng Tao
2025	B	`conf`	Intention Analysis Makes LLMs A Good Jailbreak Defender. COLING Yuqi Zhang, Liang Ding, Lefei Zhang, Dacheng Tao
2025	J	`jnl`	Intra-Trajectory Consistency for Reward Modeling. CoRR Chaoyang Zhou, Shunyu Liu, Zengmao Wang, Di Wang, Rong-Cheng Tu, Bo Du, Dacheng Tao
2025	J	`jnl`	Jailbreak Vision Language Models via Bi-Modal Adversarial Prompt. IEEE Trans. Inf. Forensics Secur. Zonghao Ying, Aishan Liu, Tianyuan Zhang, Zhengmin Yu, Siyuan Liang, Xianglong Liu, Dacheng Tao
2025	J	`jnl`	Jailbreaking the Text-to-Video Generative Models. CoRR Jiayang Liu, Siyuan Liang, Shiqian Zhao, Rongcheng Tu, Wenbo Zhou, Xiaochun Cao, Dacheng Tao, Siew Kei Lam
2025	J	`jnl`	JustLogic: A Comprehensive Benchmark for Evaluating Deductive Reasoning in Large Language Models. CoRR Michael K. Chen, Xikun Zhang, Dacheng Tao
2025	—	`conf`	KaFT: Knowledge-aware Fine-tuning for Boosting LLMs' Domain-specific Question-Answering Performance. ACL (Findings) Qihuang Zhong, Liang Ding, Xiantao Cai, Juhua Liu, Bo Du, Dacheng Tao
2025	J	`jnl`	KaFT: Knowledge-aware Fine-tuning for Boosting LLMs' Domain-specific Question-Answering Performance. CoRR Qihuang Zhong, Liang Ding, Xiantao Cai, Juhua Liu, Bo Du, Dacheng Tao
2025	A*	`conf`	LLM Data Selection and Utilization via Dynamic Bi-level Optimization. ICML Yang Yu, Kai Han, Hang Zhou, Yehui Tang, Kaiqi Huang, Yunhe Wang, Dacheng Tao
2025	J	`jnl`	LLM Data Selection and Utilization via Dynamic Bi-level Optimization. CoRR Yang Yu, Kai Han, Hang Zhou, Yehui Tang, Kaiqi Huang, Yunhe Wang, Dacheng Tao
2025	J	`jnl`	LLM-PS: Empowering Large Language Models for Time Series Forecasting with Temporal Patterns and Semantics. CoRR Jialiang Tang, Shuo Chen, Chen Gong, Jing Zhang, Dacheng Tao
2025	J	`jnl`	Large Language Model Agent: A Survey on Methodology, Applications and Challenges. CoRR Junyu Luo, Weizhi Zhang, Ye Yuan, Yusheng Zhao, Junwei Yang, Yiyang Gu, Bohan Wu, Binqi Chen, Ziyue Qiao, Qingqing Long, Rongcheng Tu, Xiao Luo, Wei Ju, Zhiping Xiao, Yifan Wang, Meng Xiao, Chenwu Liu, Jingyang Yuan, Shichang Zhang, Yiqiao Jin, Fan Zhang, Xian Wu, Hanqing Zhao, Dacheng Tao, Philip S. Yu, Ming Zhang
2025	B	`conf`	Large Language Models as an Indirect Reasoner: Contrapositive and Contradiction for Automated Reasoning. COLING Yanfang Zhang, Yiliu Sun, Yibing Zhan, Dapeng Tao, Dacheng Tao, Chen Gong
2025	A*	`conf`	Learn from Downstream and Be Yourself in Multimodal Large Language Models Fine-Tuning. ICML Wenke Huang, Jian Liang, Zekun Shi, Didi Zhu, Guancheng Wan, He Li, Bo Du, Dacheng Tao, Mang Ye
2025	J	`jnl`	Learning General and Specific Embedding with Transformer for Few-Shot Object Detection. Int. J. Comput. Vis. Xu Zhang, Zhe Chen, Jing Zhang, Tongliang Liu, Dacheng Tao
2025	J	`jnl`	Learning from models beyond fine-tuning. Nat. Mac. Intell. Hongling Zheng, Li Shen, Anke Tang, Yong Luo, Han Hu, Bo Du, Yonggang Wen, Dacheng Tao
2025	A*	`conf`	Learning system dynamics without forgetting. ICLR Xikun Zhang, Dongjin Song, Yushan Jiang, Yixin Chen, Dacheng Tao
2025	J	`jnl`	Learning to Explore Sample Relationships. IEEE Trans. Pattern Anal. Mach. Intell. Zhi Hou, Baosheng Yu, Chaoyue Wang, Yibing Zhan, Dacheng Tao
2025	J	`jnl`	Leveraging Reasoning with Guidelines to Elicit and Utilize Knowledge for Enhancing Safety Alignment. CoRR Haoyu Wang, Zeyu Qin, Li Shen, Xueqian Wang, Minhao Cheng, Dacheng Tao
2025	J	`jnl`	Lightning Fast Caching-based Parallel Denoising Prediction for Accelerating Talking Head Generation. CoRR Jianzhi Long, Wenhao Sun, Rongcheng Tu, Dacheng Tao
2025	A*	`conf`	LoRA Recycle: Unlocking Tuning-Free Few-Shot Adaptability in Visual Foundation Models by Recycling Pre-Tuned LoRAs. CVPR Zixuan Hu, Yongxian Wei, Li Shen, Chun Yuan, Dacheng Tao
2025	J	`jnl`	LogicOCR: Do Your Large Multimodal Models Excel at Logical Reasoning on Text-Rich Images? CoRR Maoyuan Ye, Jing Zhang, Juhua Liu, Bo Du, Dacheng Tao
2025	J	`jnl`	Low-Precision Training of Large Language Models: Methods, Challenges, and Opportunities. CoRR Zhiwei Hao, Jianyuan Guo, Li Shen, Yong Luo, Han Hu, Guoxia Wang, Dianhai Yu, Yonggang Wen, Dacheng Tao
2025	J	`jnl`	MAPO: Mixed Advantage Policy Optimization. CoRR Wenke Huang, Quan Zhang, Yiyang Fang, Jian Liang, Xuankun Rong, Huanjin Yao, Guancheng Wan, Ke Liang, Wenwen He, Mingjun Li, Leszek Rutkowski, Mang Ye, Bo Du, Dacheng Tao
2025	J	`jnl`	MLLM-Guided VLM Fine-Tuning with Joint Inference for Zero-Shot Composed Image Retrieval. CoRR Rong-Cheng Tu, Zhao Jin, Jingyi Liao, Xiao Luo, Yingjie Wang, Li Shen, Dacheng Tao
2025	J	`jnl`	MLLMs are Deeply Affected by Modality Bias. CoRR Xu Zheng, Chenfei Liao, Yuqian Fu, Kaiyu Lei, Yuanhuiyi Lyu, Lutao Jiang, Bin Ren, Jialei Chen, Jiawen Wang, Chengxin Li, Linfeng Zhang, Danda Pani Paudel, Xuanjing Huang, Yu-Gang Jiang, Nicu Sebe, Dacheng Tao, Luc Van Gool, Xuming Hu
2025	J	`jnl`	MMReason: An Open-Ended Multi-Modal Multi-Step Reasoning Benchmark for MLLMs Toward AGI. CoRR Huanjin Yao, Jiaxing Huang, Yawen Qiu, Michael K. Chen, Wenzheng Liu, Wei Zhang, Wenjie Zeng, Xikun Zhang, Jingyi Zhang, Yuxin Song, Wenhao Wu, Dacheng Tao
2025	J	`jnl`	MPipeMoE: Memory Efficient MoE for Pre-trained Models with Adaptive Pipeline Parallelism. CoRR Zheng Zhang, Donglin Yang, Yaqi Xia, Liang Ding, Dacheng Tao, Xiaobo Zhou, Dazhao Cheng
2025	B	`conf`	MQM-APE: Toward High-Quality Error Annotation Predictors with Automatic Post-Editing in LLM Translation Evaluators. COLING Qingyu Lu, Liang Ding, Kanjian Zhang, Jinxia Zhang, Dacheng Tao
2025	J	`jnl`	Manifold Based Multi-View K-Means. IEEE Trans. Pattern Anal. Mach. Intell. Quanxue Gao, Fangfang Li, Qianqian Wang, Xinbo Gao, Dacheng Tao
2025	J	`jnl`	MaskPro: Linear-Space Probabilistic Learning for Strict (N:M)-Sparsity on Large Language Models. CoRR Yan Sun, Qixin Zhang, Zhiyuan Yu, Xikun Zhang, Li Shen, Dacheng Tao
2025	A*	`conf`	Mastering Massive Multi-Task Reinforcement Learning via Mixture-of-Expert Decision Transformer. ICML Yilun Kong, Guozheng Ma, Qi Zhao, Haoyu Wang, Li Shen, Xueqian Wang, Dacheng Tao
2025	J	`jnl`	Mastering Massive Multi-Task Reinforcement Learning via Mixture-of-Expert Decision Transformer. CoRR Yilun Kong, Guozheng Ma, Qi Zhao, Haoyu Wang, Li Shen, Xueqian Wang, Dacheng Tao
2025	J	`jnl`	MeRF: Motivation-enhanced Reinforcement Finetuning for Large Reasoning Models. CoRR Junjie Zhang, Guozheng Ma, Shunyu Liu, Haoyu Wang, Jiaxing Huang, Ting-En Lin, Fei Huang, Yongbin Li, Dacheng Tao
2025	J	`jnl`	Merging Models on the Fly Without Retraining: A Sequential Approach to Scalable Continual Model Merging. CoRR Anke Tang, Enneng Yang, Li Shen, Yong Luo, Han Hu, Bo Du, Dacheng Tao
2025	A*	`conf`	MetAdv: A Unified and Interactive Adversarial Testing Platform for Autonomous Driving. ACM Multimedia Aishan Liu, Jiakai Wang, Tianyuan Zhang, Hainan Li, Jiangfan Liu, Siyuan Liang, Yilong Ren, Xianglong Liu, Dacheng Tao
2025	J	`jnl`	MetAdv: A Unified and Interactive Adversarial Testing Platform for Autonomous Driving. CoRR Aishan Liu, Jiakai Wang, Tianyuan Zhang, Hainan Li, Jiangfan Liu, Siyuan Liang, Yilong Ren, Xianglong Liu, Dacheng Tao
2025	J	`jnl`	Mitigating Barren plateaus in quantum denoising diffusion probabilistic models. CoRR Haipeng Cao, Kaining Zhang, Dacheng Tao, Zhaofeng Su
2025	J	`jnl`	Model Hemorrhage and the Robustness Limits of Large Language Models. CoRR Ziyang Ma, Zuchao Li, Lefei Zhang, Gui-Song Xia, Bo Du, Liangpei Zhang, Dacheng Tao
2025	A*	`conf`	Modeling All Response Surfaces in One for Conditional Search Spaces. AAAI Jiaxing Li, Wei Liu, Chao Xue, Yibing Zhan, Xiaoxing Wang, Weifeng Liu, Dacheng Tao
2025	J	`jnl`	Modeling All Response Surfaces in One for Conditional Search Spaces. CoRR Jiaxing Li, Wei Liu, Chao Xue, Yibing Zhan, Xiaoxing Wang, Weifeng Liu, Dacheng Tao
2025	J	`jnl`	Multimodal Reasoning Agent for Zero-Shot Composed Image Retrieval. CoRR Rong-Cheng Tu, Wenhao Sun, Hanzhe You, Yingjie Wang, Jiaxing Huang, Li Shen, Dacheng Tao
2025	A*	`conf`	Multinoulli Extension: A Lossless Yet Effective Probabilistic Framework for Subset Selection over Partition Constraints. ICML Qixin Zhang, Wei Huang, Can Jin, Puning Zhao, Yao Shu, Li Shen, Dacheng Tao
2025	J	`jnl`	Natural Reflection Backdoor Attack on Vision Language Model for Autonomous Driving. CoRR Ming Liu, Siyuan Liang, Koushik Howlader, Liwen Wang, Dacheng Tao, Wensheng Zhang
2025	A*	`conf`	Near-Optimal Online Learning for Multi-Agent Submodular Coordination: Tight Approximation and Communication Efficiency. ICLR Qixin Zhang, Zongqi Wan, Yu Yang, Li Shen, Dacheng Tao
2025	J	`jnl`	Near-Optimal Online Learning for Multi-Agent Submodular Coordination: Tight Approximation and Communication Efficiency. CoRR Qixin Zhang, Zongqi Wan, Yu Yang, Li Shen, Dacheng Tao
2025	A*	`conf`	Network Sparsity Unlocks the Scaling Potential of Deep Reinforcement Learning. ICML Guozheng Ma, Lu Li, Zilin Wang, Li Shen, Pierre-Luc Bacon, Dacheng Tao
2025	J	`jnl`	Network Sparsity Unlocks the Scaling Potential of Deep Reinforcement Learning. CoRR Guozheng Ma, Lu Li, Zilin Wang, Li Shen, Pierre-Luc Bacon, Dacheng Tao
2025	J	`jnl`	Neuron-level Balance between Stability and Plasticity in Deep Reinforcement Learning. CoRR Jiahua Lan, Sen Zhang, Haixia Pan, Ruijun Liu, Li Shen, Dacheng Tao
2025	A*	`conf`	Neuron: Learning Context-Aware Evolving Representations for Zero-Shot Skeleton Action Recognition. CVPR Yang Chen, Jingcai Guo, Song Guo, Dacheng Tao
2025	J	`jnl`	Never Compromise to Vulnerabilities: A Comprehensive Survey on AI Governance. CoRR Yuchu Jiang, Jian Zhao, Yuchen Yuan, Tianle Zhang, Yao Huang, Yanghao Zhang, Yan Wang, Yanshu Li, Xizhong Guo, Yusheng Zhao, Jun Zhang, Zhi Zhang, Xiaojian Lin, Yixiu Zou, Haoxuan Ma, Yuhu Shang, Yuzhi Hu, Keshu Cai, Ruochen Zhang, Boyuan Chen, Yilan Gao, Ziheng Jiao, Yi Qin, Shuangjun Du, Xiao Tong, Zhekun Liu, Yu Chen, Xuankun Rong, Rui Wang, Yejie Zheng, Zhaoxin Fan, Murat Sensoy, Hongyuan Zhang, Pan Zhou, Lei Jin, Hao Zhao, Xu Yang, Jiaojiao Zhao, Jianshu Li, Joey Tianyi Zhou, Zhi-Qi Cheng, Longtao Huang, Zhiyi Liu, Zheng Zhu, Jianan Li, Gang Wang, Qi Li, Xu-Yao Zhang, Yaodong Yang, Mang Ye, Wenqi Ren, Zhaofeng He, Hang Su, Rongrong Ni, Liping Jing, Xingxing Wei, Junliang Xing, Massimo Alioto, Shengmei Shen, Petia Radeva, Dacheng Tao, Ya-Qin Zhang, Shuicheng Yan, Chi Zhang, Zhongjiang He, Xuelong Li
2025	J	`jnl`	Nexus: Higher-Order Attention Mechanisms in Transformers. CoRR Hanting Chen, Chong Zhu, Kai Han, Yuchuan Tian, Yuchen Liang, Tianyu Guo, Xinghao Chen, Dacheng Tao, Yunhe Wang
2025	A*	`conf`	NoVo: Norm Voting off Hallucinations with Attention Heads in Large Language Models. ICLR Zheng Yi Ho, Siyuan Liang, Sen Zhang, Yibing Zhan, Dacheng Tao
2025	J	`jnl`	O1-Pruner: Length-Harmonizing Fine-Tuning for O1-Like Reasoning Pruning. CoRR Haotian Luo, Li Shen, Haiying He, Yibo Wang, Shiwei Liu, Wei Li, Naiqiang Tan, Xiaochun Cao, Dacheng Tao
2025	J	`jnl`	Odysseus: Jailbreaking Commercial Multimodal LLM-integrated Systems via Dual Steganography. CoRR Songze Li, Jiameng Cheng, Yiming Li, Xiaojun Jia, Dacheng Tao
2025	J	`jnl`	Offline Behavioral Data Selection. CoRR Shiye Lei, Zhihao Cheng, Dacheng Tao
2025	J	`jnl`	On Efficient Training of Large-Scale Deep Learning Models. ACM Comput. Surv. Li Shen, Yan Sun, Zhiyuan Yu, Liang Ding, Xinmei Tian, Dacheng Tao
2025	J	`jnl`	On Exploring the Potential of Quantum Auto-Encoder for Learning Quantum Systems. IEEE Trans. Neural Networks Learn. Syst. Yuxuan Du, Dacheng Tao
2025	J	`jnl`	On Geometry-Enhanced Parameter-Efficient Fine-Tuning for 3D Scene Segmentation. CoRR Liyao Tang, Zhe Chen, Dacheng Tao
2025	J	`jnl`	On Positive-Unlabeled Classification From Corrupted Data in GANs. IEEE Trans. Pattern Anal. Mach. Intell. Yunke Wang, Chang Xu, Tianyu Guo, Bo Du, Dacheng Tao
2025	J	`jnl`	On the Evolution of Federated Post-Training Large Language Models: A Model Accessibility View. CoRR Tao Guo, Junxiao Wang, Fushuo Huo, Laizhong Cui, Song Guo, Jie Gui, Dacheng Tao
2025	J	`jnl`	One Flight Over the Gap: A Survey from Perspective to Panoramic Vision. CoRR Xin Lin, Xian Ge, Dizhe Zhang, Zhaoliang Wan, Xianshun Wang, Xiangtai Li, Wenjie Jiang, Bo Du, Dacheng Tao, Ming-Hsuan Yang, Lu Qi
2025	A*	`conf`	Open-Vocabulary Customization from CLIP via Data-Free Knowledge Distillation. ICLR Yongxian Wei, Zixuan Hu, Li Shen, Zhenyi Wang, Chun Yuan, Dacheng Tao
2025	J	`jnl`	Panacea: Mitigating Harmful Fine-tuning for Large Language Models via Post-fine-tuning Perturbation. CoRR Yibo Wang, Tiansheng Huang, Li Shen, Huanjin Yao, Haotian Luo, Rui Liu, Naiqiang Tan, Jiaxing Huang, Dacheng Tao
2025	J	`jnl`	Pangu Embedded: An Efficient Dual-system LLM Reasoner with Metacognition. CoRR Hanting Chen, Yasheng Wang, Kai Han, Dong Li, Lin Li, Zhenni Bi, Jinpeng Li, Haoyu Wang, Fei Mi, Mingjian Zhu, Bin Wang, Kaikai Song, Yifei Fu, Xu He, Yu Luo, Chong Zhu, Quan He, Xueyu Wu, Wei He, Hailin Hu, Yehui Tang, Dacheng Tao, Xinghao Chen, Yunhe Wang
2025	J	`jnl`	Pangu Pro MoE: Mixture of Grouped Experts for Efficient Sparsity. CoRR Yehui Tang, Xiaosong Li, Fangcheng Liu, Wei Guo, Hang Zhou, Yaoyuan Wang, Kai Han, Xianzhi Yu, Jinpeng Li, Hui Zang, Fei Mi, Xiaojun Meng, Zhicheng Liu, Hanting Chen, Binfan Zheng, Can Chen, Youliang Yan, Ruiming Tang, Peifeng Qin, Xinghao Chen, Dacheng Tao, Yunhe Wang
2025	J	`jnl`	Plasticine: Accelerating Research in Plasticity-Motivated Deep Reinforcement Learning. CoRR Mingqi Yuan, Qi Wang, Guozheng Ma, Bo Li, Xin Jin, Yunbo Wang, Xiaokang Yang, Wenjun Zeng, Dacheng Tao
2025	J	`jnl`	PointWavelet: Learning in Spectral Domain for 3-D Point Cloud Analysis. IEEE Trans. Neural Networks Learn. Syst. Cheng Wen, Jianzhi Long, Baosheng Yu, Dacheng Tao
2025	J	`jnl`	Practical Iterative Quantum Consensus Protocol With Sharding Construction. IEEE J. Sel. Areas Commun. Chenhao Ying, Yuxuan Du, Weiting Zhang, Xikun Jiang, Gang Wang, Haiming Jin, Jie Li, Yuan Luo, Dacheng Tao
2025	J	`jnl`	Pre-trained Trojan Attacks for Visual Recognition. Int. J. Comput. Vis. Aishan Liu, Xianglong Liu, Xinwei Zhang, Yisong Xiao, Yuguang Zhou, Siyuan Liang, Jiakai Wang, Xiaochun Cao, Dacheng Tao
2025	A	`conf`	Prompt Tuning with Diffusion for Few-Shot Pre-trained Policy Generalization. AAMAS Shengchao Hu, Wanru Zhao, Weixiong Lin, Li Shen, Ya Zhang, Dacheng Tao
2025	J	`jnl`	PromptCOS: Towards System Prompt Copyright Auditing for LLMs via Content-level Output Similarity. CoRR Yuchen Yang, Yiming Li, Hongwei Yao, Enhao Huang, Shuo Shao, Bingrun Yang, Zhibo Wang, Dacheng Tao, Zhan Qin
2025	J	`jnl`	Proto-Former: Unified Facial Landmark Detection by Prototype Transformer. CoRR Shengkai Hu, Haozhe Qi, Jun Wan, Jiaxing Huang, Lefei Zhang, Hang Sun, Dacheng Tao
2025	J	`jnl`	Pseudo Contrastive Learning for graph-based semi-supervised learning. Neurocomputing Weigang Lu, Ziyu Guan, Wei Zhao, Yaming Yang, Yuanhai Lv, Lining Xing, Baosheng Yu, Dacheng Tao
2025	J	`jnl`	Pushing the Limits of Safety: A Technical Report on the ATLAS Challenge 2025. CoRR Zonghao Ying, Siyang Wu, Run Hao, Peng Ying, Shixuan Sun, Pengyu Chen, Junze Chen, Hao Du, Kaiwen Shen, Shangkun Wu, Jiwei Wei, Shiyuan He, Yang Yang, Xiaohai Xu, Ke Ma, Qianqian Xu, Qingming Huang, Shi Lin, Xun Wang, Changting Lin, Meng Han, Yilei Jiang, Siqi Lai, Yaozhi Zheng, Yifei Song, Xiangyu Yue, Zonglei Jing, Tianyuan Zhang, Zhilei Zhu, Aishan Liu, Jiakai Wang, Siyuan Liang, Xianglong Kong, Hainan Li, Junjie Mu, Haotong Qin, Yue Yu, Lei Chen, Felix Juefei-Xu, Qing Guo, Xinyun Chen, Yew Soon Ong, Xianglong Liu, Dawn Song, Alan L. Yuille, Philip Torr, Dacheng Tao
2025	J	`jnl`	QPO: Query-dependent Prompt Optimization via Multi-Loop Offline Reinforcement Learning. Trans. Mach. Learn. Res. Yilun Kong, Hangyu Mao, Qi Zhao, Bin Zhang, Jingqing Ruan, Li Shen, Yongzhe Chang, Xueqian Wang, Rui Zhao, Dacheng Tao
2025	J	`jnl`	Quantum Machine Learning: A Hands-on Tutorial for Machine Learning Practitioners and Researchers. CoRR Yuxuan Du, Xinbiao Wang, Naixu Guo, Zhan Yu, Yang Qian, Kaining Zhang, Min-Hsiu Hsieh, Patrick Rebentrost, Dacheng Tao
2025	J	`jnl`	R1-Compress: Long Chain-of-Thought Compression via Chunk Compression and Search. CoRR Yibo Wang, Li Shen, Huanjin Yao, Tiansheng Huang, Rui Liu, Naiqiang Tan, Jiaxing Huang, Kai Zhang, Dacheng Tao
2025	J	`jnl`	R1-ShareVL: Incentivizing Reasoning Capability of Multimodal Large Language Models via Share-GRPO. CoRR Huanjin Yao, Qixiang Yin, Jingyi Zhang, Min Yang, Yibo Wang, Wenhao Wu, Fei Su, Li Shen, Minghui Qiu, Dacheng Tao, Jiaxing Huang
2025	J	`jnl`	R1-VL: Learning to Reason with Multimodal Large Language Models via Step-wise Group Relative Policy Optimization. CoRR Jingyi Zhang, Jiaxing Huang, Huanjin Yao, Shunyu Liu, Xikun Zhang, Shijian Lu, Dacheng Tao
2025	J	`jnl`	Reason-KE++: Aligning the Process, Not Just the Outcome, for Faithful LLM Knowledge Editing. CoRR Yuchen Wu, Liang Ding, Li Shen, Dacheng Tao
2025	J	`jnl`	Reasoning with Reinforced Functional Token Tuning. CoRR Kongcheng Zhang, Qi Yao, Baisheng Lai, Jiaxing Huang, Wenkai Fang, Dacheng Tao, Mingli Song, Shunyu Liu
2025	—	`conf`	Reasoning-Augmented Conversation for Multi-Turn Jailbreak Attacks on Large Language Models. EMNLP (Findings) Zonghao Ying, Deyue Zhang, Zonglei Jing, Yisong Xiao, Quanchen Zou, Aishan Liu, Siyuan Liang, Xiangzheng Zhang, Xianglong Liu, Dacheng Tao
2025	J	`jnl`	Reasoning-Augmented Conversation for Multi-Turn Jailbreak Attacks on Large Language Models. CoRR Zonghao Ying, Deyue Zhang, Zonglei Jing, Yisong Xiao, Quanchen Zou, Aishan Liu, Siyuan Liang, Xiangzheng Zhang, Xianglong Liu, Dacheng Tao
2025	J	`jnl`	Reasoning-OCR: Can Large Multimodal Models Solve Complex Logical Reasoning Problems from OCR Cues? CoRR Haibin He, Maoyuan Ye, Jing Zhang, Xiantao Cai, Juhua Liu, Bo Du, Dacheng Tao
2025	J	`jnl`	RenAIssance: A Survey Into AI Text-to-Image Generation in the Era of Large Model. IEEE Trans. Pattern Anal. Mach. Intell. Fengxiang Bie, Yibo Yang, Zhongzhu Zhou, Adam Ghanem, Minjia Zhang, Zhewei Yao, Xiaoxia Wu, Connor Holmes, Pareesa Ameneh Golnari, David A. Clifton, Yuxiong He, Dacheng Tao, Shuaiwen Leon Song
2025	J	`jnl`	Resolving Knowledge Conflicts in Domain-specific Data Selection: A Case Study on Medical Instruction-tuning. CoRR Qihuang Zhong, Liang Ding, Fei Liao, Juhua Liu, Bo Du, Dacheng Tao
2025	J	`jnl`	Responsible Diffusion: A Comprehensive Survey on Safety, Ethics, and Trust in Diffusion Models. CoRR Kang Wei, Xin Yuan, Fushuo Huo, Chuan Ma, Long Yuan, Songze Li, Ming Ding, Dacheng Tao
2025	J	`jnl`	Rethink Sparse Signals for Pose-guided Text-to-image Generation. CoRR Wenjie Xuan, Jing Zhang, Juhua Liu, Bo Du, Dacheng Tao
2025	J	`jnl`	Rethinking Data Protection in the (Generative) Artificial Intelligence Era. CoRR Yiming Li, Shuo Shao, Yu He, Junfeng Guo, Tianwei Zhang, Zhan Qin, Pin-Yu Chen, Michael Backes, Philip Torr, Dacheng Tao, Kui Ren
2025	J	`jnl`	Rethinking the Role of Dynamic Sparse Training for Scalable Deep Reinforcement Learning. CoRR Guozheng Ma, Lu Li, Zilin Wang, Haoyu Wang, Shengchao Hu, Leszek Rutkowski, Dacheng Tao
2025	J	`jnl`	Retrieval-Augmented Perception: High-Resolution Image Perception Meets Visual RAG. CoRR Wenbin Wang, Yongcheng Jing, Liang Ding, Yingjie Wang, Li Shen, Yong Luo, Bo Du, Dacheng Tao
2025	A*	`conf`	Retrieval-Augmented Perception: High-resolution Image Perception Meets Visual RAG. ICML Wenbin Wang, Yongcheng Jing, Liang Ding, Yingjie Wang, Li Shen, Yong Luo, Bo Du, Dacheng Tao
2025	J	`jnl`	Reverse Prompt: Cracking the Recipe Inside Text-to-Image Generation. CoRR Zhiyao Ren, Yibing Zhan, Baosheng Yu, Dacheng Tao
2025	J	`jnl`	Review of Hallucination Understanding in Large Language and Vision Models. CoRR Zheng Yi Ho, Siyuan Liang, Dacheng Tao
2025	A*	`conf`	Revisiting Backdoor Attacks against Large Vision-Language Models from Domain Shift. CVPR Siyuan Liang, Jiawei Liang, Tianyu Pang, Chao Du, Aishan Liu, Mingli Zhu, Xiaochun Cao, Dacheng Tao
2025	J	`jnl`	Revisiting Flatness-Aware Optimization in Continual Learning With Orthogonal Gradient Projection. IEEE Trans. Pattern Anal. Mach. Intell. Enneng Yang, Li Shen, Zhenyi Wang, Shiwei Liu, Guibing Guo, Xing-wei Wang, Dacheng Tao
2025	J	`jnl`	Revisiting LLM Reasoning via Information Bottleneck. CoRR Shiye Lei, Zhihao Cheng, Kai Jia, Dacheng Tao
2025	J	`jnl`	Revisiting Overthinking in Long Chain-of-Thought from the Perspective of Self-Doubt. CoRR Keqin Peng, Liang Ding, Yuanxin Ouyang, Meng Fang, Dacheng Tao
2025	J	`jnl`	Robust Distribution Alignment for Industrial Anomaly Detection under Distribution Shift. CoRR Jingyi Liao, Xun Xu, Yongyi Su, Rong-Cheng Tu, Yifan Liu, Dacheng Tao, XuLei Yang
2025	—	`conf`	Robust Knowledge Editing via Explicit Reasoning Chains for Distractor-Resilient Multi-Hop QA. EMNLP (Findings) Yuchen Wu, Liang Ding, Li Shen, Dacheng Tao
2025	J	`jnl`	Robust Knowledge Editing via Explicit Reasoning Chains for Distractor-Resilient Multi-Hop QA. CoRR Yuchen Wu, Liang Ding, Li Shen, Dacheng Tao
2025	—	`conf`	Runaway is Ashamed, But Helpful: On the Early-Exit Behavior of Large Language Model-based Agents in Embodied Environments. EMNLP (Findings) Qingyu Lu, Liang Ding, Siyi Cao, Xuebo Liu, Kanjian Zhang, Jinxia Zhang, Dacheng Tao
2025	J	`jnl`	Runaway is Ashamed, But Helpful: On the Early-Exit Behavior of Large Language Model-based Agents in Embodied Environments. CoRR Qingyu Lu, Liang Ding, Siyi Cao, Xuebo Liu, Kanjian Zhang, Jinxia Zhang, Dacheng Tao
2025	J	`jnl`	SPAZER: Spatial-Semantic Progressive Reasoning Agent for Zero-shot 3D Visual Grounding. CoRR Zhao Jin, Rong-Cheng Tu, Jingyi Liao, Wenhao Sun, Xiao Luo, Shunyu Liu, Dacheng Tao
2025	J	`jnl`	SRD: Reinforcement-Learned Semantic Perturbation for Backdoor Defense in VLMs. CoRR Shuhan Xu, Siyuan Liang, Hongling Zheng, Yong Luo, Aishan Liu, Dacheng Tao
2025	J	`jnl`	SWAP: Towards Copyright Auditing of Soft Prompts via Sequential Watermarking. CoRR Wenyuan Yang, Yichen Sun, Changzheng Chen, Zhixuan Chu, Jiaheng Zhang, Yiming Li, Dacheng Tao
2025	A*	`conf`	Safety Reasoning with Guidelines. ICML Haoyu Wang, Zeyu Qin, Li Shen, Xueqian Wang, Dacheng Tao, Minhao Cheng
2025	J	`jnl`	Safety at Scale: A Comprehensive Survey of Large Model Safety. CoRR Xingjun Ma, Yifeng Gao, Yixu Wang, Ruofan Wang, Xin Wang, Ye Sun, Yifan Ding, Hengyuan Xu, Yunhao Chen, Yunhan Zhao, Hanxun Huang, Yige Li, Jiaming Zhang, Xiang Zheng, Yang Bai, Zuxuan Wu, Xipeng Qiu, Jingfeng Zhang, Yiming Li, Jun Sun, Cong Wang, Jindong Gu, Baoyuan Wu, Siheng Chen, Tianwei Zhang, Yang Liu, Mingming Gong, Tongliang Liu, Shirui Pan, Cihang Xie, Tianyu Pang, Yinpeng Dong, Ruoxi Jia, Yang Zhang, Shiqing Ma, Xiangyu Zhang, Neil Gong, Chaowei Xiao, Sarah M. Erfani, Bo Li, Masashi Sugiyama, Dacheng Tao, James Bailey, Yu-Gang Jiang
2025	J	`jnl`	Safety at Scale: A Comprehensive Survey of Large Model and Agent Safety. Found. Trends Priv. Secur. Xingjun Ma, Yifeng Gao, Yixu Wang, Ruofan Wang, Xin Wang, Ye Sun, Yifan Ding, Hengyuan Xu, Yunhao Chen, Yunhao Zhao, Hanxun Huang, Yige Li, Yutao Wu, Jiaming Zhang, Xiang Zheng, Yang Bai, Yiming Li, Zuxuan Wu, Xipeng Qiu, Jingfeng Zhang, Xudong Han, Haonan Li, Jun Sun, Cong Wang, Jindong Gu, Baoyuan Wu, Siheng Chen, Tianwei Zhang, Yang Liu, Mingming Gong, Tongliang Liu, Shirui Pan, Cihang Xie, Tianyu Pang, Yinpeng Dong, Ruoxi Jia, Yang Zhang, Shiqing Ma, Xiangyu Zhang, Neil Gong, Chaowei Xiao, Sarah M. Erfani, Tim Baldwin, Bo Li, Masashi Sugiyama, Dacheng Tao, James Bailey, Yu-Gang Jiang
2025	J	`jnl`	SeRL: Self-Play Reinforcement Learning for Large Language Models with Limited Data. CoRR Wenkai Fang, Shunyu Liu, Yang Zhou, Kongcheng Zhang, Tongya Zheng, Kai-Xuan Chen, Mingli Song, Dacheng Tao
2025	J	`jnl`	SeWA: Selective Weight Average via Probabilistic Masking. CoRR Peng Wang, Shengchao Hu, Zerui Tao, Guoxia Wang, Dianhai Yu, Li Shen, Quan Zheng, Dacheng Tao
2025	A*	`conf`	SkipNode: On Alleviating Performance Degradation for Deep Graph Convolutional Networks (Extended Abstract). ICDE Weigang Lu, Yibing Zhan, Binbin Lin, Ziyu Guan, Liu Liu, Baosheng Yu, Wei Zhao, Yaming Yang, Dacheng Tao
2025	J	`jnl`	SoK: Large Language Model Copyright Auditing via Fingerprinting. CoRR Shuo Shao, Yiming Li, Yu He, Hongwei Yao, Wenyuan Yang, Dacheng Tao, Zhan Qin
2025	J	`jnl`	Sparse Model Inversion: Efficient Inversion of Vision Transformers for Data-Free Applications. CoRR Zixuan Hu, Yongxian Wei, Li Shen, Zhenyi Wang, Lei Li, Chun Yuan, Dacheng Tao
2025	J	`jnl`	Sparse by Rule: Probability-Based N:M Pruning for Spiking Neural Networks. CoRR Shuhan Ye, Yi Yu, Qixin Zhang, Chenqi Kong, Qiangqiang Wu, Xudong Jiang, Dacheng Tao
2025	J	`jnl`	State Diversity Matters in Offline Behavior Distillation. CoRR Shiye Lei, Zhihao Cheng, Dacheng Tao
2025	J	`jnl`	Stochastic Optimization for Nonconvex Problem With Inexact Hessian Matrix, Gradient, and Function. IEEE Trans. Neural Networks Learn. Syst. Liu Liu, Xuanqing Liu, Cho-Jui Hsieh, Dacheng Tao
2025	—	`conf`	Supervised Optimism Correction: Be Confident When LLMs Are Sure. ACL (Findings) Junjie Zhang, Rushuai Yang, Shunyu Liu, Ting-En Lin, Fei Huang, Yi Chen, Yongbin Li, Dacheng Tao
2025	J	`jnl`	Supervised Optimism Correction: Be Confident When LLMs Are Sure. CoRR Junjie Zhang, Rushuai Yang, Shunyu Liu, Ting-En Lin, Fei Huang, Yi Chen, Yongbin Li, Dacheng Tao
2025	J	`jnl`	Systematic Investigation of Sparse Perturbed Sharpness-Aware Minimization Optimizer. IEEE Trans. Pattern Anal. Mach. Intell. Peng Mi, Li Shen, Tianhe Ren, Yiyi Zhou, Tianshuo Xu, Xiaoshuai Sun, Tongliang Liu, Rongrong Ji, Dacheng Tao
2025	J	`jnl`	T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models. CoRR Siyuan Liang, Jiayang Liu, Jiecheng Zhai, Tianmeng Fang, Rongcheng Tu, Aishan Liu, Xiaochun Cao, Dacheng Tao
2025	J	`jnl`	TeZO: Empowering the Low-Rankness on the Temporal Dimension in the Zeroth-Order Optimization for Fine-tuning LLMs. CoRR Yan Sun, Tiansheng Huang, Liang Ding, Li Shen, Dacheng Tao
2025	J	`jnl`	Temporal Feature Matters: A Framework for Diffusion Model Quantization. IEEE Trans. Pattern Anal. Mach. Intell. Yushi Huang, Ruihao Gong, Xianglong Liu, Jing Liu, Yuhang Li, Jiwen Lu, Dacheng Tao
2025	J	`jnl`	The Devil is in the Darkness: Diffusion-Based Nighttime Dehazing Anchored in Brightness Perception. CoRR Xiaofeng Cong, Yu-Xin Zhang, Haoran Wei, Yeying Jin, Junming Hou, Jie Gui, Jing Zhang, Dacheng Tao
2025	A*	`conf`	The Energy Loss Phenomenon in RLHF: A New Perspective on Mitigating Reward Hacking. ICML Yuchun Miao, Sen Zhang, Liang Ding, Yuqi Zhang, Lefei Zhang, Dacheng Tao
2025	J	`jnl`	The Energy Loss Phenomenon in RLHF: A New Perspective on Mitigating Reward Hacking. CoRR Yuchun Miao, Sen Zhang, Liang Ding, Yuqi Zhang, Lefei Zhang, Dacheng Tao
2025	J	`jnl`	The Other Side of the Coin: Exploring Fairness in Retrieval-Augmented Generation. CoRR Zheng Zhang, Ning Li, Qi Liu, Rui Li, Weibo Gao, Qingyang Mao, Zhenya Huang, Baosheng Yu, Dacheng Tao
2025	J	`jnl`	Toward Understanding the Generalizability of Delayed Stochastic Gradient Descent. IEEE Trans. Pattern Anal. Mach. Intell. Xiaoge Deng, Li Shen, Shengwei Li, Tao Sun, Dongsheng Li, Dacheng Tao
2025	J	`jnl`	Toward the Flatter Landscape and Better Generalization in Federated Learning Under Client-Level Differential Privacy. IEEE Trans. Pattern Anal. Mach. Intell. Yifan Shi, Kang Wei, Li Shen, Yingqi Liu, Xueqian Wang, Bo Yuan, Dacheng Tao
2025	J	`jnl`	Towards Robust and Realistic Human Pose Estimation via WiFi Signals. CoRR Yang Chen, Jingcai Guo, Song Guo, Jingren Zhou, Dacheng Tao
2025	J	`jnl`	Towards Understanding the Safety Boundaries of DeepSeek Models: Evaluation and Findings. CoRR Zonghao Ying, Guangyi Zheng, Yongxin Huang, Deyue Zhang, Wenxin Zhang, Quanchen Zou, Aishan Liu, Xianglong Liu, Dacheng Tao
2025	J	`jnl`	UltraVideo: High-Quality UHD Video Dataset with Comprehensive Captions. CoRR Zhucun Xue, Jiangning Zhang, Teng Hu, Haoyang He, Yinan Chen, Yuxuan Cai, Yabiao Wang, Chengjie Wang, Yong Liu, Xiangtai Li, Dacheng Tao
2025	J	`jnl`	Understanding Deep Learning via Decision Boundary. IEEE Trans. Neural Networks Learn. Syst. Shiye Lei, Fengxiang He, Yancheng Yuan, Dacheng Tao
2025	J	`jnl`	Unified Domain Adaptive Semantic Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. Zhe Zhang, Gaochang Wu, Jing Zhang, Xiatian Zhu, Dacheng Tao, Tianyou Chai
2025	J	`jnl`	Unified Unsupervised Anomaly Detection via Matching Cost Filtering. CoRR Zhe Zhang, Mingxiu Cai, Gaochang Wu, Jing Zhang, Lingqiao Liu, Dacheng Tao, Tianyou Chai, Xiatian Zhu
2025	J	`jnl`	Unifying Multimodal Large Language Model Capabilities and Modalities via Model Merging. CoRR Yongxian Wei, Runxi Cheng, Weike Jin, Enneng Yang, Li Shen, Lu Hou, Sinan Du, Chun Yuan, Xiaochun Cao, Dacheng Tao
2025	J	`jnl`	VORTA: Efficient Video Diffusion via Routing Sparse Attention. CoRR Wenhao Sun, Rong-Cheng Tu, Yifu Ding, Zhao Jin, Jingyi Liao, Shunyu Liu, Dacheng Tao
2025	J	`jnl`	VeriGUI: Verifiable Long-Chain GUI Dataset. CoRR Shunyu Liu, Minghao Liu, Huichi Zhou, Zhenyu Cui, Yang Zhou, Yuhao Zhou, Wendong Fan, Ge Zhang, Jiajun Shi, Weihao Xuan, Jiaxing Huang, Shuang Luo, Fang Wu, Heli Qi, Qingcheng Zeng, Ziqi Ren, Jialiang Gao, Jindi Lv, Junjie Wang, Aosong Feng, Heng Zhou, Wangchunshu Zhou, Zhenfei Yin, Wenlong Zhang, Guohao Li, Wenhao Yu, Irene Li, Lei Ma, Lei Bai, Qunshu Lin, Mingli Song, Dacheng Tao
2025	J	`jnl`	Vision-Language-Action Models for Autonomous Driving: Past, Present, and Future. CoRR Tianshuai Hu, Xiaolu Liu, Song Wang, Yiyao Zhu, Ao Liang, Lingdong Kong, Guoyang Zhao, Zeying Gong, Jun Cen, Zhiyu Huang, Xiaoshuai Hao, Linfeng Li, Hang Song, Xiangtai Li, Jun Ma, Shaojie Shen, Jianke Zhu, Dacheng Tao, Ziwei Liu, Junwei Liang
2025	J	`jnl`	Visual Instruction Tuning towards General-Purpose Multimodal Large Language Model: A Survey. Int. J. Comput. Vis. Jiaxing Huang, Jingyi Zhang, Kai Jiang, Han Qiu, Xiaoqin Zhang, Ling Shao, Shijian Lu, Dacheng Tao
2025	—	`conf`	VisuoThink: Empowering LVLM Reasoning with Multimodal Tree Search. ACL (1) Yikun Wang, Siyin Wang, Qinyuan Cheng, Zhaoye Fei, Liang Ding, Qipeng Guo, Dacheng Tao, Xipeng Qiu
2025	J	`jnl`	VisuoThink: Empowering LVLM Reasoning with Multimodal Tree Search. CoRR Yikun Wang, Siyin Wang, Qinyuan Cheng, Zhaoye Fei, Liang Ding, Qipeng Guo, Dacheng Tao, Xipeng Qiu
2025	J	`jnl`	Weighted Contrastive Learning With Hard Negative Mining for Positive and Unlabeled Learning. IEEE Trans. Neural Networks Learn. Syst. Botai Yuan, Chen Gong, Dacheng Tao, Jie Yang
2025	J	`jnl`	zkLoRA: Fine-Tuning Large Language Models with Verifiable Security via Zero-Knowledge Proofs. CoRR Guofu Liao, Taotao Wang, Shengli Zhang, Jiqun Zhang, Long Shi, Dacheng Tao
2024	—	`conf`	3AM: An Ambiguity-Aware Multi-Modal Machine Translation Dataset. LREC/COLING Xinyu Ma, Xuebo Liu, Derek F. Wong, Jun Rao, Bei Li, Liang Ding, Lidia S. Chao, Dacheng Tao, Min Zhang
2024	J	`jnl`	3AM: An Ambiguity-Aware Multi-Modal Machine Translation Dataset. CoRR Xinyu Ma, Xuebo Liu, Derek F. Wong, Jun Rao, Bei Li, Liang Ding, Lidia S. Chao, Dacheng Tao, Min Zhang
2024	J	`jnl`	A Comprehensive Survey of Dataset Distillation. IEEE Trans. Pattern Anal. Mach. Intell. Shiye Lei, Dacheng Tao
2024	J	`jnl`	A Comprehensive Survey on Underwater Image Enhancement Based on Deep Learning. CoRR Xiaofeng Cong, Yu Zhao, Jie Gui, Junming Hou, Dacheng Tao
2024	J	`jnl`	A Survey of Multimodal-Guided Image Editing with Text-to-Image Diffusion Models. CoRR Xincheng Shuai, Henghui Ding, Xingjun Ma, Rongcheng Tu, Yu-Gang Jiang, Dacheng Tao
2024	J	`jnl`	A Survey on Knowledge Distillation of Large Language Models. CoRR Xiaohan Xu, Ming Li, Chongyang Tao, Tao Shen, Reynold Cheng, Jinyang Li, Can Xu, Dacheng Tao, Tianyi Zhou
2024	J	`jnl`	A Survey on Self-Evolution of Large Language Models. CoRR Zhengwei Tao, Ting-En Lin, Xiancai Chen, Hangyu Li, Yuchuan Wu, Yongbin Li, Zhi Jin, Fei Huang, Dacheng Tao, Jingren Zhou
2024	J	`jnl`	A Survey on Self-Supervised Learning: Algorithms, Applications, and Future Trends. IEEE Trans. Pattern Anal. Mach. Intell. Jie Gui, Tuo Chen, Jing Zhang, Qiong Cao, Zhenan Sun, Hao Luo, Dacheng Tao
2024	J	`jnl`	A Survey on Transformer Compression. CoRR Yehui Tang, Yunhe Wang, Jianyuan Guo, Zhijun Tu, Kai Han, Hailin Hu, Dacheng Tao
2024	J	`jnl`	A Unified Analysis for Finite Weight Averaging. CoRR Peng Wang, Li Shen, Zerui Tao, Yan Sun, Guodong Zheng, Dacheng Tao
2024	A*	`conf`	A-FedPD: Aligning Dual-Drift is All Federated Primal-Dual Learning Needs. NeurIPS Yan Sun, Li Shen, Dacheng Tao
2024	J	`jnl`	A-FedPD: Aligning Dual-Drift is All Federated Primal-Dual Learning Needs. CoRR Yan Sun, Li Shen, Dacheng Tao
2024	J	`jnl`	Achieving >97% on GSM8K: Deeply Understanding the Problems Makes LLMs Better Reasoners. CoRR Qihuang Zhong, Kang Wang, Ziyang Xu, Juhua Liu, Liang Ding, Bo Du, Dacheng Tao
2024	A*	`conf`	AdaMerging: Adaptive Model Merging for Multi-Task Learning. ICLR Enneng Yang, Zhenyi Wang, Li Shen, Shiwei Liu, Guibing Guo, Xingwei Wang, Dacheng Tao
2024	J	`jnl`	AdaSAM: Boosting sharpness-aware minimization with adaptive learning rate and momentum for training deep neural networks. Neural Networks Hao Sun, Li Shen, Qihuang Zhong, Liang Ding, Shixiang Chen, Jingwei Sun, Jing Li, Guangzhong Sun, Dacheng Tao
2024	A	`conf`	Adaptive Time-Stepping Schedules for Diffusion Models. UAI Yuzhu Chen, Fengxiang He, Shi Fu, Xinmei Tian, Dacheng Tao
2024	J	`jnl`	Aligning Few-Step Diffusion Models with Dense Reward Difference Learning. CoRR Ziyi Zhang, Li Shen, Sen Zhang, Deheng Ye, Yong Luo, Miaojing Shi, Bo Du, Dacheng Tao
2024	J	`jnl`	Aligning Large Language Models from Self-Reference AI Feedback with one General Principle. CoRR Rong Bao, Rui Zheng, Shihan Dou, Xiao Wang, Enyu Zhou, Bo Wang, Qi Zhang, Liang Ding, Dacheng Tao
2024	J	`jnl`	Approaching the Global Nash Equilibrium of Non-Convex Multi-Player Games. IEEE Trans. Pattern Anal. Mach. Intell. Guanpu Chen, Gehui Xu, Fengxiang He, Yiguang Hong, Leszek Rutkowski, Dacheng Tao
2024	J	`jnl`	Aspect-Aware Graph Attention Network for Heterogeneous Information Networks. IEEE Trans. Neural Networks Learn. Syst. Qidong Liu, Cheng Long, Jie Zhang, Mingliang Xu, Dacheng Tao
2024	J	`jnl`	AsymRnR: Video Diffusion Transformers Acceleration with Asymmetric Reduction and Restoration. CoRR Wenhao Sun, Rong-Cheng Tu, Jingyi Liao, Zhao Jin, Dacheng Tao
2024	J	`jnl`	BDefects4NN: A Backdoor Defect Database for Controlled Localization Studies in Neural Networks. CoRR Yisong Xiao, Aishan Liu, Xinwei Zhang, Tianyuan Zhang, Tianlin Li, Siyuan Liang, Xianglong Liu, Yang Liu, Dacheng Tao
2024	J	`jnl`	Boosting Factorization Machines via Saliency-Guided Mixup. IEEE Trans. Pattern Anal. Mach. Intell. Chenwang Wu, Defu Lian, Yong Ge, Min Zhou, Enhong Chen, Dacheng Tao
2024	J	`jnl`	Boosting Graph Contrastive Learning via Adaptive Sampling. IEEE Trans. Neural Networks Learn. Syst. Sheng Wan, Yibing Zhan, Shuo Chen, Shirui Pan, Jian Yang, Dacheng Tao, Chen Gong
2024	J	`jnl`	Building Accurate Translation-Tailored LLMs with Language Aware Instruction Tuning. CoRR Changtong Zan, Liang Ding, Li Shen, Yibing Zhen, Weifeng Liu, Dacheng Tao
2024	J	`jnl`	CFinBench: A Comprehensive Chinese Financial Benchmark for Large Language Models. CoRR Ying Nie, Binwei Yan, Tianyu Guo, Hao Liu, Haoyu Wang, Wei He, Binfan Zheng, Weihao Wang, Qiang Li, Weijian Sun, Yunhe Wang, Dacheng Tao
2024	J	`jnl`	Collaborative Knowledge Distillation via Multiknowledge Transfer. IEEE Trans. Neural Networks Learn. Syst. Jianping Gou, Liyuan Sun, Baosheng Yu, Lan Du, Kotagiri Ramamohanarao, Dacheng Tao
2024	J	`jnl`	Communication Learning in Multi-Agent Systems from Graph Modeling Perspective. CoRR Shengchao Hu, Li Shen, Ya Zhang, Dacheng Tao
2024	J	`jnl`	Communication-Efficient Distributed Learning with Local Immediate Error Compensation. CoRR Yifei Cheng, Li Shen, Linli Xu, Xun Qian, Shiwei Wu, Yiming Zhou, Tie Zhang, Dacheng Tao, Enhong Chen
2024	J	`jnl`	Compromising Embodied Agents with Contextual Backdoor Attacks. CoRR Aishan Liu, Yuguang Zhou, Xianglong Liu, Tianyuan Zhang, Siyuan Liang, Jiakai Wang, Yanjun Pu, Tianlin Li, Junqi Zhang, Wenbo Zhou, Qing Guo, Dacheng Tao
2024	A*	`conf`	Confronting Reward Overoptimization for Diffusion Models: A Perspective of Inductive and Primacy Biases. ICML Ziyi Zhang, Sen Zhang, Yibing Zhan, Yong Luo, Yonggang Wen, Dacheng Tao
2024	J	`jnl`	Confronting Reward Overoptimization for Diffusion Models: A Perspective of Inductive and Primacy Biases. CoRR Ziyi Zhang, Sen Zhang, Yibing Zhan, Yong Luo, Yonggang Wen, Dacheng Tao
2024	J	`jnl`	Contact-aware Human Motion Generation from Textual Descriptions. CoRR Sihan Ma, Qiong Cao, Jing Zhang, Dacheng Tao
2024	J	`jnl`	Continual Diffuser (CoD): Mastering Continual Offline Reinforcement Learning with Experience Rehearsal. CoRR Jifeng Hu, Li Shen, Sili Huang, Zhejian Yang, Hechang Chen, Lichao Sun, Yi Chang, Dacheng Tao
2024	J	`jnl`	Continual Learning From a Stream of APIs. IEEE Trans. Pattern Anal. Mach. Intell. Enneng Yang, Zhenyi Wang, Li Shen, Nan Yin, Tongliang Liu, Guibing Guo, Xingwei Wang, Dacheng Tao
2024	J	`jnl`	Continual Learning on Graphs: Challenges, Solutions, and Opportunities. CoRR Xikun Zhang, Dongjin Song, Dacheng Tao
2024	J	`jnl`	Continual Task Learning through Adaptive Policy Self-Composition. CoRR Shengchao Hu, Yuhang Zhou, Ziqing Fan, Jifeng Hu, Li Shen, Ya Zhang, Dacheng Tao
2024	A*	`conf`	Convergence of Bayesian Bilevel Optimization. ICLR Shi Fu, Fengxiang He, Xinmei Tian, Dacheng Tao
2024	J	`jnl`	Convergent Differential Privacy Analysis for General Federated Learning: the f-DP Perspective. CoRR Yan Sun, Li Shen, Dacheng Tao
2024	J	`jnl`	Convex-Concave Tensor Robust Principal Component Analysis. Int. J. Comput. Vis. Youfa Liu, Bo Du, Yongyong Chen, Lefei Zhang, Mingming Gong, Dacheng Tao
2024	J	`jnl`	CopyrightShield: Spatial Similarity Guided Backdoor Defense against Copyright Infringement in Diffusion Models. CoRR Zhixiang Guo, Siyuan Liang, Aishan Liu, Dacheng Tao
2024	—	`conf`	DB-LLM: Accurate Dual-Binarization for Efficient LLMs. ACL (Findings) Hong Chen, Chengtao Lv, Liang Ding, Haotong Qin, Xiabin Zhou, Yifu Ding, Xuebo Liu, Min Zhang, Jinyang Guo, Xianglong Liu, Dacheng Tao
2024	J	`jnl`	DB-LLM: Accurate Dual-Binarization for Efficient LLMs. CoRR Hong Chen, Chengtao Lv, Liang Ding, Haotong Qin, Xiabin Zhou, Yifu Ding, Xuebo Liu, Min Zhang, Jinyang Guo, Xianglong Liu, Dacheng Tao
2024	A*	`conf`	Decomposed Prompt Decision Transformer for Efficient Unseen Task Generalization. NeurIPS Hongling Zheng, Li Shen, Yong Luo, Tongliang Liu, Jialie Shen, Dacheng Tao
2024	A*	`conf`	Deep Graph Mating. NeurIPS Yongcheng Jing, Seok-Hee Hong, Dacheng Tao
2024	J	`jnl`	Deepfake Generation and Detection: A Benchmark and Survey. CoRR Gan Pei, Jiangning Zhang, Menghan Hu, Guangtao Zhai, Chengjie Wang, Zhenyu Zhang, Jian Yang, Chunhua Shen, Dacheng Tao
2024	J	`jnl`	Diff-Font: Diffusion Model for Robust One-Shot Font Generation. Int. J. Comput. Vis. Haibin He, Xinyuan Chen, Chaoyue Wang, Juhua Liu, Bo Du, Dacheng Tao, Yu Qiao
2024	J	`jnl`	Diffusion Model-Based Video Editing: A Survey. CoRR Wenhao Sun, Rong-Cheng Tu, Jingyi Liao, Dacheng Tao
2024	J	`jnl`	Distilling Channels for Efficient Deep Tracking. CoRR Shiming Ge, Zhao Luo, Chunhui Zhang, Yingying Hua, Dacheng Tao
2024	A	`conf`	Diversifying the Mixture-of-Experts Representation for Language Models with Orthogonal Optimizer. ECAI Boan Liu, Liang Ding, Li Shen, Keqin Peng, Yu Cao, Dazhao Cheng, Dacheng Tao
2024	J	`jnl`	Divide, Conquer and Combine: A Training-Free Framework for High-Resolution Image Perception in Multimodal Large Language Models. CoRR Wenbin Wang, Liang Ding, Minyan Zeng, Xiabin Zhou, Li Shen, Yong Luo, Dacheng Tao
2024	J	`jnl`	E2S2: Encoding-Enhanced Sequence-to-Sequence Pretraining for Language Understanding and Generation. IEEE Trans. Knowl. Data Eng. Qihuang Zhong, Liang Ding, Juhua Liu, Bo Du, Dacheng Tao
2024	J	`jnl`	EATFormer: Improving Vision Transformer Inspired by Evolutionary Algorithm. Int. J. Comput. Vis. Jiangning Zhang, Xiangtai Li, Yabiao Wang, Chengjie Wang, Yibo Yang, Yong Liu, Dacheng Tao
2024	J	`jnl`	EMOv2: Pushing 5M Vision Model Frontier. CoRR Jiangning Zhang, Teng Hu, Haoyang He, Zhucun Xue, Yabiao Wang, Chengjie Wang, Yong Li, Xiangtai Li, Dacheng Tao
2024	J	`jnl`	Efficient Learning for Linear Properties of Bounded-Gate Quantum Circuits. CoRR Yuxuan Du, Min-Hsiu Hsieh, Dacheng Tao
2024	J	`jnl`	Efficient and Effective Weight-Ensembling Mixture of Experts for Multi-Task Model Merging. CoRR Li Shen, Anke Tang, Enneng Yang, Guibing Guo, Yong Luo, Lefei Zhang, Xiaochun Cao, Bo Du, Dacheng Tao
2024	—	`conf`	Error Analysis Prompting Enables Human-Like Translation Evaluation in Large Language Models. ACL (Findings) Qingyu Lu, Baopu Qiu, Liang Ding, Kanjian Zhang, Tom Kocmi, Dacheng Tao
2024	J	`jnl`	Exploring and Enhancing the Transfer of Distribution in Knowledge Distillation for Autoregressive Language Models. CoRR Jun Rao, Xuebo Liu, ZePeng Lin, Liang Ding, Jing Li, Dacheng Tao, Min Zhang
2024	J	`jnl`	FREE: Faster and Better Data-Free Meta-Learning. CoRR Yongxian Wei, Zixuan Hu, Zhenyi Wang, Li Shen, Chun Yuan, Dacheng Tao
2024	J	`jnl`	Federated Distillation: A Survey. CoRR Lin Li, Jianping Gou, Baosheng Yu, Lan Du, Zhang Yi, Dacheng Tao
2024	J	`jnl`	Federated Learning with Only Positive Labels by Exploring Label Correlations. CoRR Xuming An, Dui Wang, Li Shen, Yong Luo, Han Hu, Bo Du, Yonggang Wen, Dacheng Tao
2024	J	`jnl`	Fine-Grained Zero-Shot Learning: Advances, Challenges, and Prospects. CoRR Jingcai Guo, Zhijie Rao, Song Guo, Jingren Zhou, Dacheng Tao
2024	—	`conf`	Fisher Calibration for Backdoor-Robust Heterogeneous Federated Learning. ECCV (15) Wenke Huang, Mang Ye, Zekun Shi, Bo Du, Dacheng Tao
2024	J	`jnl`	Foundation Models for Remote Sensing and Earth Observation: A Survey. CoRR Aoran Xiao, Weihao Xuan, Junjue Wang, Jiaxing Huang, Dacheng Tao, Shijian Lu, Naoto Yokoya
2024	J	`jnl`	FreDF: Learning to Forecast in Frequency Domain. CoRR Hao Wang, Licheng Pan, Zhichao Chen, Degui Yang, Sen Zhang, Yifei Yang, Xinggao Liu, Haoxuan Li, Dacheng Tao
2024	A*	`conf`	Free: Faster and Better Data-Free Meta-Learning. CVPR Yongxian Wei, Zixuan Hu, Zhenyi Wang, Li Shen, Chun Yuan, Dacheng Tao
2024	J	`jnl`	FusionBench: A Comprehensive Benchmark of Deep Model Fusion. CoRR Anke Tang, Li Shen, Yong Luo, Han Hu, Bo Du, Dacheng Tao
2024	J	`jnl`	GLC++: Source-Free Universal Domain Adaptation through Global-Local Clustering and Contrastive Affinity Learning. CoRR Sanqing Qu, Tianpei Zou, Florian Röhrbein, Cewu Lu, Guang Chen, Dacheng Tao, Changjun Jiang
2024	J	`jnl`	GenderBias-VL: Benchmarking Gender Bias in Vision Language Models via Counterfactual Probing. CoRR Yisong Xiao, Aishan Liu, Qianjia Cheng, Zhenfei Yin, Siyuan Liang, Jiapeng Li, Jing Shao, Xianglong Liu, Dacheng Tao
2024	A*	`conf`	Generalization Analysis of Stochastic Weight Averaging with General Sampling. ICML Peng Wang, Li Shen, Zerui Tao, Shuaida He, Dacheng Tao
2024	J	`jnl`	Generative adversarial networks for multi-fidelity matrix completion with massive missing entries. Inf. Fusion Zongqi Liu, Xueguan Song, Jie Yang, Chao Zhang, Dacheng Tao
2024	A*	`conf`	GoMatching: A Simple Baseline for Video Text Spotting via Long and Short Term Matching. NeurIPS Haibin He, Maoyuan Ye, Jing Zhang, Juhua Liu, Bo Du, Dacheng Tao
2024	J	`jnl`	GoMatching: A Simple Baseline for Video Text Spotting via Long and Short Term Matching. CoRR Haibin He, Maoyuan Ye, Jing Zhang, Juhua Liu, Dacheng Tao
2024	J	`jnl`	Going Deeper, Generalizing Better: An Information-Theoretic View for Deep Learning. IEEE Trans. Neural Networks Learn. Syst. Jingwei Zhang, Tongliang Liu, Dacheng Tao
2024	A*	`conf`	Graph Contrastive Learning Meets Graph Meta Learning: A Unified Method for Few-shot Node Tasks. WWW Hao Liu, Jiarui Feng, Lecheng Kong, Dacheng Tao, Yixin Chen, Muhan Zhang
2024	J	`jnl`	Grounded Affordance from Exocentric View. Int. J. Comput. Vis. Hongchen Luo, Wei Zhai, Jing Zhang, Yang Cao, Dacheng Tao
2024	J	`jnl`	HKNAS: Classification of Hyperspectral Imagery Based on Hyper Kernel Neural Architecture Search. IEEE Trans. Neural Networks Learn. Syst. Di Wang, Bo Du, Liangpei Zhang, Dacheng Tao
2024	A*	`conf`	HandRefiner: Refining Malformed Hands in Generated Images by Diffusion-based Conditional Inpainting. ACM Multimedia Wenquan Lu, Yufei Xu, Jing Zhang, Chaoyue Wang, Dacheng Tao
2024	A*	`conf`	HarmoDT: Harmony Multi-Task Decision Transformer for Offline Reinforcement Learning. ICML Shengchao Hu, Ziqing Fan, Li Shen, Ya Zhang, Yanfeng Wang, Dacheng Tao
2024	J	`jnl`	HarmoDT: Harmony Multi-Task Decision Transformer for Offline Reinforcement Learning. CoRR Shengchao Hu, Ziqing Fan, Li Shen, Ya Zhang, Yanfeng Wang, Dacheng Tao
2024	J	`jnl`	Healthcare Copilot: Eliciting the Power of General LLMs for Medical Consultation. CoRR Zhiyao Ren, Yibing Zhan, Baosheng Yu, Liang Ding, Dacheng Tao
2024	J	`jnl`	Heterogeneous Federated Learning: State-of-the-art and Research Challenges. ACM Comput. Surv. Mang Ye, Xiuwen Fang, Bo Du, Pong C. Yuen, Dacheng Tao
2024	J	`jnl`	Hi-Map: Hierarchical Factorized Radiance Field for High-Fidelity Monocular Dense Mapping. CoRR Tongyan Hua, Haotian Bai, Zidong Cao, Ming Liu, Dacheng Tao, Lin Wang
2024	J	`jnl`	Hi-SAM: Marrying Segment Anything Model for Hierarchical Text Segmentation. CoRR Maoyuan Ye, Jing Zhang, Juhua Liu, Chenyu Liu, Baocai Yin, Cong Liu, Bo Du, Dacheng Tao
2024	J	`jnl`	Hierarchical Multi-Attention Transfer for Knowledge Distillation. ACM Trans. Multim. Comput. Commun. Appl. Jianping Gou, Liyuan Sun, Baosheng Yu, Shaohua Wan, Dacheng Tao
2024	J	`jnl`	Hierarchical Perceptual Noise Injection for Social Media Fingerprint Privacy Protection. IEEE Trans. Image Process. Simin Li, Huangxinxin Xu, Jiakai Wang, Ruixiao Xu, Aishan Liu, Fazhi He, Xianglong Liu, Dacheng Tao
2024	J	`jnl`	HyperSIGMA: Hyperspectral Intelligence Comprehension Foundation Model. CoRR Di Wang, Meiqi Hu, Yao Jin, Yuchun Miao, Jiaqi Yang, Yichu Xu, Xiaolei Qin, Jiaqi Ma, Lingyu Sun, Chenxing Li, Chuan Fu, Hongruixuan Chen, Chengxi Han, Naoto Yokoya, Jing Zhang, Minqiang Xu, Lin Liu, Lefei Zhang, Chen Wu, Bo Du, Dacheng Tao, Liangpei Zhang
2024	J	`jnl`	Identifiability and Asymptotics in Learning Homogeneous Linear ODE Systems from Discrete Observations. J. Mach. Learn. Res. Yuanyuan Wang, Wei Huang, Mingming Gong, Xi Geng, Tongliang Liu, Kun Zhang, Dacheng Tao
2024	J	`jnl`	Improving Complex Reasoning over Knowledge Graph with Logic-Aware Curriculum Tuning. CoRR Tianle Xia, Liang Ding, Guojia Wan, Yibing Zhan, Bo Du, Dacheng Tao
2024	J	`jnl`	Incremental Embedding Learning With Disentangled Representation Translation. IEEE Trans. Neural Networks Learn. Syst. Kun Wei, Da Chen, Yuhong Li, Xu Yang, Cheng Deng, Dacheng Tao
2024	A*	`conf`	InfoRM: Mitigating Reward Hacking in RLHF via Information-Theoretic Reward Modeling. NeurIPS Yuchun Miao, Sen Zhang, Liang Ding, Rong Bao, Lefei Zhang, Dacheng Tao
2024	J	`jnl`	Intention Analysis Prompting Makes Large Language Models A Good Jailbreak Defender. CoRR Yuqi Zhang, Liang Ding, Lefei Zhang, Dacheng Tao
2024	J	`jnl`	Inverse learning of black-box aggregator for robust Nash equilibrium. CoRR Guanpu Chen, Gehui Xu, Fengxiang He, Dacheng Tao, Thomas Parisini, Karl Henrik Johansson
2024	J	`jnl`	Iterative Data Augmentation with Large Language Models for Aspect-based Sentiment Analysis. CoRR Haiyun Li, Qihuang Zhong, Ke Zhu, Juhua Liu, Bo Du, Dacheng Tao
2024	J	`jnl`	Jailbreak Vision Language Models via Bi-Modal Adversarial Prompt. CoRR Zonghao Ying, Aishan Liu, Tianyuan Zhang, Zhengmin Yu, Siyuan Liang, Xianglong Liu, Dacheng Tao
2024	A*	`conf`	Joint Input and Output Coordination for Class-Incremental Learning. IJCAI Shuai Wang, Yibing Zhan, Yong Luo, Han Hu, Wei Yu, Yonggang Wen, Dacheng Tao
2024	J	`jnl`	Joint Input and Output Coordination for Class-Incremental Learning. CoRR Shuai Wang, Yibing Zhan, Yong Luo, Han Hu, Wei Yu, Yonggang Wen, Dacheng Tao
2024	J	`jnl`	LLM-QBench: A Benchmark Towards the Best Practice for Post-training Quantization of Large Language Models. CoRR Ruihao Gong, Yang Yong, Shiqiao Gu, Yushi Huang, Yunchen Zhang, Xianglong Liu, Dacheng Tao
2024	—	`conf`	LLMC: Benchmarking Large Language Model Quantization with a Versatile Compression Toolkit. EMNLP (Industry Track) Ruihao Gong, Yang Yong, Shiqiao Gu, Yushi Huang, Chengtao Lv, Yunchen Zhang, Dacheng Tao, Xianglong Liu
2024	J	`jnl`	LanEvil: Benchmarking the Robustness of Lane Detection to Environmental Illusions. CoRR Tianyuan Zhang, Lu Wang, Hainan Li, Yisong Xiao, Siyuan Liang, Aishan Liu, Xianglong Liu, Dacheng Tao
2024	J	`jnl`	Large Language Models as an Indirect Reasoner: Contrapositive and Contradiction for Automated Reasoning. CoRR Yanfang Zhang, Yiliu Sun, Yibing Zhan, Dapeng Tao, Dacheng Tao, Chen Gong
2024	J	`jnl`	Learn from Downstream and Be Yourself in Multimodal Large Language Model Fine-Tuning. CoRR Wenke Huang, Jian Liang, Zekun Shi, Didi Zhu, Guancheng Wan, He Li, Bo Du, Dacheng Tao, Mang Ye
2024	J	`jnl`	Learning Feature Inversion for Multi-class Anomaly Detection under General-purpose COCO-AD Benchmark. CoRR Jiangning Zhang, Chengjie Wang, Xiangtai Li, Guanzhong Tian, Zhucun Xue, Yong Liu, Guansong Pang, Dacheng Tao
2024	A*	`conf`	Learning Multi-Agent Communication from Graph Modeling Perspective. ICLR Shengchao Hu, Li Shen, Ya Zhang, Dacheng Tao
2024	J	`jnl`	Learning Multi-Agent Communication from Graph Modeling Perspective. CoRR Shengchao Hu, Li Shen, Ya Zhang, Dacheng Tao
2024	J	`jnl`	Learning System Dynamics without Forgetting. CoRR Xikun Zhang, Dongjin Song, Yushan Jiang, Yixin Chen, Dacheng Tao
2024	J	`jnl`	Learning Visual Affordance Grounding From Demonstration Videos. IEEE Trans. Neural Networks Learn. Syst. Hongchen Luo, Wei Zhai, Jing Zhang, Yang Cao, Dacheng Tao
2024	—	`conf`	Learning from Imperfect Data: Towards Efficient Knowledge Distillation of Autoregressive Language Models for Text-to-SQL. EMNLP (Findings) Qihuang Zhong, Kunfeng Chen, Liang Ding, Juhua Liu, Bo Du, Dacheng Tao
2024	J	`jnl`	Learning from Imperfect Data: Towards Efficient Knowledge Distillation of Autoregressive Language Models for Text-to-SQL. CoRR Qihuang Zhong, Kunfeng Chen, Liang Ding, Juhua Liu, Bo Du, Dacheng Tao
2024	J	`jnl`	Leveraged Matrix Completion With Noise. IEEE Trans. Cybern. Xinjian Huang, Weiwei Liu, Bo Du, Dacheng Tao
2024	J	`jnl`	Local AdaGrad-type algorithm for stochastic convex-concave optimization. Mach. Learn. Luofeng Liao, Li Shen, Jia Duan, Mladen Kolar, Dacheng Tao
2024	A*	`conf`	Local-consistent Transformation Learning for Rotation-invariant Point Cloud Analysis. CVPR Yiyang Chen, Lunhao Duan, Shanshan Zhao, Changxing Ding, Dacheng Tao
2024	J	`jnl`	Local-consistent Transformation Learning for Rotation-invariant Point Cloud Analysis. CoRR Yiyang Chen, Lunhao Duan, Shanshan Zhao, Changxing Ding, Dacheng Tao
2024	J	`jnl`	Looking Into Gait for Perceiving Emotions via Bilateral Posture and Movement Graph Convolutional Networks. IEEE Trans. Affect. Comput. Yingjie Zhai, Guoli Jia, Yu-Kun Lai, Jing Zhang, Jufeng Yang, Dacheng Tao
2024	A*	`conf`	MG-Net: Learn to Customize QAOA with Circuit Depth Awareness. NeurIPS Yang Qian, Xinbiao Wang, Yuxuan Du, Yong Luo, Dacheng Tao
2024	J	`jnl`	MG-Net: Learn to Customize QAOA with Circuit Depth Awareness. CoRR Yang Qian, Xinbiao Wang, Yuxuan Du, Yong Luo, Dacheng Tao
2024	J	`jnl`	MMoT: Mixture-of-Modality-Tokens Transformer for Composed Multimodal Conditional Image Synthesis. Int. J. Comput. Vis. Jianbin Zheng, Daqing Liu, Chaoyue Wang, Minghui Hu, Zuopeng Yang, Changxing Ding, Dacheng Tao
2024	J	`jnl`	MQM-APE: Toward High-Quality Error Annotation Predictors with Automatic Post-Editing in LLM Translation Evaluators. CoRR Qingyu Lu, Liang Ding, Kanjian Zhang, Jinxia Zhang, Dacheng Tao
2024	J	`jnl`	MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining. CoRR Di Wang, Jing Zhang, Minqiang Xu, Lin Liu, Dongsheng Wang, Erzhong Gao, Chengxi Han, Haonan Guo, Bo Du, Dacheng Tao, Liangpei Zhang
2024	J	`jnl`	MTP: Advancing Remote Sensing Foundation Model via Multitask Pretraining. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Di Wang, Jing Zhang, Minqiang Xu, Lin Liu, Dong-Sheng Wang, Erzhong Gao, Chengxi Han, Haonan Guo, Bo Du, Dacheng Tao, Liangpei Zhang
2024	A*	`conf`	Merging Multi-Task Models via Weight-Ensembling Mixture of Experts. ICML Anke Tang, Li Shen, Yong Luo, Nan Yin, Lefei Zhang, Dacheng Tao
2024	J	`jnl`	Merging Multi-Task Models via Weight-Ensembling Mixture of Experts. CoRR Anke Tang, Li Shen, Yong Luo, Nan Yin, Lefei Zhang, Dacheng Tao
2024	J	`jnl`	Mitigating Reward Hacking via Information-Theoretic Reward Modeling. CoRR Yuchun Miao, Sen Zhang, Liang Ding, Rong Bao, Lefei Zhang, Dacheng Tao
2024	J	`jnl`	Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. CoRR Enneng Yang, Li Shen, Guibing Guo, Xingwei Wang, Xiaochun Cao, Jie Zhang, Dacheng Tao
2024	J	`jnl`	MotionTrack: Learning motion predictor for multiple object tracking. Neural Networks Changcheng Xiao, Qiong Cao, Yujie Zhong, Long Lan, Xiang Zhang, Zhigang Luo, Dacheng Tao
2024	J	`jnl`	Mulberry: Empowering MLLM with o1-like Reasoning and Reflection via Collective Monte Carlo Tree Search. CoRR Huanjin Yao, Jiaxing Huang, Wenhao Wu, Jingyi Zhang, Yibo Wang, Shunyu Liu, Yingjie Wang, Yuxin Song, Haocheng Feng, Li Shen, Dacheng Tao
2024	A*	`conf`	Multi-Granularity Hand Action Detection. ACM Multimedia Ting Zhe, Jing Zhang, Yongqian Li, Yong Luo, Han Hu, Dacheng Tao
2024	A*	`conf`	Multi-Step Denoising Scheduled Sampling: Towards Alleviating Exposure Bias for Diffusion Models. AAAI Zhiyao Ren, Yibing Zhan, Liang Ding, Gaoang Wang, Chaoyue Wang, Zhongyi Fan, Dacheng Tao
2024	J	`jnl`	Neural-aware Decoupling Fusion based Personalized Federated Learning for Intelligent Sensing. ACM Trans. Sens. Networks Yujia Gao, Li Shen, Liang Liu, Zijian Cao, Dacheng Tao, Huadong Ma, Nei Kato
2024	J	`jnl`	Neuron: Learning Context-Aware Evolving Representations for Zero-Shot Skeleton Action Recognition. CoRR Yang Chen, Jingcai Guo, Song Guo, Dacheng Tao
2024	J	`jnl`	NoVo: Norm Voting off Hallucinations with Attention Heads in Large Language Models. CoRR Zheng Yi Ho, Siyuan Liang, Sen Zhang, Yibing Zhan, Dacheng Tao
2024	J	`jnl`	Not All Instances Contribute Equally: Instance-Adaptive Class Representation Learning for Few-Shot Visual Recognition. IEEE Trans. Neural Networks Learn. Syst. Mengya Han, Yibing Zhan, Yong Luo, Bo Du, Han Hu, Yonggang Wen, Dacheng Tao
2024	—	`conf`	OOP: Object-Oriented Programming Evaluation Benchmark for Large Language Models. ACL (Findings) Shuai Wang, Liang Ding, Li Shen, Yong Luo, Bo Du, Dacheng Tao
2024	J	`jnl`	OOP: Object-Oriented Programming Evaluation Benchmark for Large Language Models. CoRR Shuai Wang, Liang Ding, Li Shen, Yong Luo, Bo Du, Dacheng Tao
2024	J	`jnl`	Object Detectors in the Open Environment: Challenges, Solutions, and Outlook. CoRR Siyuan Liang, Wei Wang, Ruoyu Chen, Aishan Liu, Boxi Wu, Ee-Chien Chang, Xiaochun Cao, Dacheng Tao
2024	A*	`conf`	Offline Behavior Distillation. NeurIPS Shiye Lei, Sen Zhang, Dacheng Tao
2024	J	`jnl`	Offline Behavior Distillation. CoRR Shiye Lei, Sen Zhang, Dacheng Tao
2024	J	`jnl`	On Championing Foundation Models: From Explainability to Interpretability. CoRR Shi Fu, Yuzhu Chen, Yingjie Wang, Dacheng Tao
2024	J	`jnl`	On Exploring Multiplicity of Primitives and Attributes for Texture Recognition in the Wild. IEEE Trans. Pattern Anal. Mach. Intell. Wei Zhai, Yang Cao, Jing Zhang, Haiyong Xie, Dacheng Tao, Zheng-Jun Zha
2024	J	`jnl`	On Robust Cross-view Consistency in Self-supervised Monocular Depth Estimation. Mach. Intell. Res. Haimei Zhao, Jing Zhang, Zhuo Chen, Bo Yuan, Dacheng Tao
2024	J	`jnl`	On Transforming Reinforcement Learning With Transformers: The Development Trajectory. IEEE Trans. Pattern Anal. Mach. Intell. Shengchao Hu, Li Shen, Ya Zhang, Yixin Chen, Dacheng Tao
2024	J	`jnl`	On the Element-Wise Representation and Reasoning in Zero-Shot Image Recognition: A Systematic Survey. CoRR Jingcai Guo, Zhijie Rao, Zhi Chen, Song Guo, Jingren Zhou, Dacheng Tao
2024	A*	`conf`	One For All: Towards Training One Graph Model For All Classification Tasks. ICLR Hao Liu, Jiarui Feng, Lecheng Kong, Ningyue Liang, Dacheng Tao, Yixin Chen, Muhan Zhang
2024	A*	`conf`	One More Step: A Versatile Plug-and-Play Module for Rectifying Diffusion Schedule Flaws and Enhancing Low-Frequency Controls. CVPR Minghui Hu, Jianbin Zheng, Chuanxia Zheng, Chaoyue Wang, Dacheng Tao, Tat-Jen Cham
2024	J	`jnl`	Overcoming Catastrophic Forgetting in Continual Learning by Exploring Eigenvalues of Hessian Matrix. IEEE Trans. Neural Networks Learn. Syst. Yajing Kong, Liu Liu, Huanhuan Chen, Janusz Kacprzyk, Dacheng Tao
2024	—	`conf`	PICO: Accelerating All k-Core Paradigms on GPU. APNet Chen Zhao, Ting Yu, Zhigao Zheng, Yuanyuan Zhu, Song Jin, Bo Du, Dacheng Tao
2024	J	`jnl`	PICO: Accelerating All k-Core Paradigms on GPU. CoRR Chen Zhao, Ting Yu, Zhigao Zheng, Song Jin, Jiawei Jiang, Bo Du, Dacheng Tao
2024	J	`jnl`	PanDa: Prompt Transfer Meets Knowledge Distillation for Efficient Model Adaptation. IEEE Trans. Knowl. Data Eng. Qihuang Zhong, Liang Ding, Juhua Liu, Bo Du, Dacheng Tao
2024	J	`jnl`	Panoptic-PartFormer++: A Unified and Decoupled View for Panoptic Part Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. Xiangtai Li, Shilin Xu, Yibo Yang, Haobo Yuan, Guangliang Cheng, Yunhai Tong, Zhouchen Lin, Ming-Hsuan Yang, Dacheng Tao
2024	A*	`conf`	Parameter-Efficient Multi-Task Model Fusion with Partial Linearization. ICLR Anke Tang, Li Shen, Yong Luo, Yibing Zhan, Han Hu, Bo Du, Yixin Chen, Dacheng Tao
2024	J	`jnl`	Parameter-Efficient and Student-Friendly Knowledge Distillation. IEEE Trans. Multim. Jun Rao, Xv Meng, Liang Ding, Shuhan Qi, Xuebo Liu, Min Zhang, Dacheng Tao
2024	J	`jnl`	Poisson Process for Bayesian Optimization. CoRR Xiaoxing Wang, Jiaxing Li, Chao Xue, Wei Liu, Weifeng Liu, Xiaokang Yang, Junchi Yan, Dacheng Tao
2024	J	`jnl`	PoseBench: Benchmarking the Robustness of Pose Estimation Models under Corruptions. CoRR Sihan Ma, Jing Zhang, Qiong Cao, Dacheng Tao
2024	J	`jnl`	Probabilistic neural networks for incremental learning over time-varying streaming data with application to air pollution monitoring. Appl. Soft Comput. Danuta Rutkowska, Piotr Duda, Jinde Cao, Maciej Jaworski, Marek Kisiel-Dorohinicki, Dacheng Tao, Leszek Rutkowski
2024	J	`jnl`	Prompt Tuning with Diffusion for Few-Shot Pre-trained Policy Generalization. CoRR Shengchao Hu, Wanru Zhao, Weixiong Lin, Li Shen, Ya Zhang, Dacheng Tao
2024	J	`jnl`	Pruning Self-Attentions Into Convolutional Layers in Single Path. IEEE Trans. Pattern Anal. Mach. Intell. Haoyu He, Jianfei Cai, Jing Liu, Zizheng Pan, Jing Zhang, Dacheng Tao, Bohan Zhuang
2024	A*	`conf`	Q-value Regularized Transformer for Offline Reinforcement Learning. ICML Shengchao Hu, Ziqing Fan, Chaoqin Huang, Li Shen, Ya Zhang, Yanfeng Wang, Dacheng Tao
2024	J	`jnl`	Q-value Regularized Transformer for Offline Reinforcement Learning. CoRR Shengchao Hu, Ziqing Fan, Chaoqin Huang, Li Shen, Ya Zhang, Yanfeng Wang, Dacheng Tao
2024	J	`jnl`	QPO: Query-dependent Prompt Optimization via Multi-Loop Offline Reinforcement Learning. CoRR Yilun Kong, Hangyu Mao, Qi Zhao, Bin Zhang, Jingqing Ruan, Li Shen, Yongzhe Chang, Xueqian Wang, Rui Zhao, Dacheng Tao
2024	J	`jnl`	Quantum Circuit Architecture Search on a Superconducting Processor. Entropy Kehuan LingHu, Yang Qian, Ruixia Wang, Meng-Jun Hu, Zhiyuan Li, Xuegang Li, Huikai Xu, Jingning Zhang, Teng Ma, Peng Zhao, Dong E. Liu, Min-Hsiu Hsieh, Xingyao Wu, Yuxuan Du, Dacheng Tao, Yirong Jin, Haifeng Yu
2024	J	`jnl`	Quantum Imitation Learning. IEEE Trans. Neural Networks Learn. Syst. Zhihao Cheng, Kaining Zhang, Li Shen, Dacheng Tao
2024	—	`conf`	ROSE Doesn't Do That: Boosting the Safety of Instruction-Tuned Large Language Models with Reverse Prompt Contrastive Decoding. ACL (Findings) Qihuang Zhong, Liang Ding, Juhua Liu, Bo Du, Dacheng Tao
2024	J	`jnl`	ROSE Doesn't Do That: Boosting the Safety of Instruction-Tuned Large Language Models with Reverse Prompt Contrastive Decoding. CoRR Qihuang Zhong, Liang Ding, Juhua Liu, Bo Du, Dacheng Tao
2024	J	`jnl`	Red Pill and Blue Pill: Controllable Website Fingerprinting Defense via Dynamic Backdoor Learning. CoRR Siyuan Liang, Jiajun Gong, Tianmeng Fang, Aishan Liu, Tao Wang, Xianglong Liu, Xiaochun Cao, Dacheng Tao, Ee-Chien Chang
2024	A*	`conf`	Representation Surgery for Multi-Task Model Merging. ICML Enneng Yang, Li Shen, Zhenyi Wang, Guibing Guo, Xiaojun Chen, Xingwei Wang, Dacheng Tao
2024	J	`jnl`	Representation Surgery for Multi-Task Model Merging. CoRR Enneng Yang, Li Shen, Zhenyi Wang, Guibing Guo, Xiaojun Chen, Xingwei Wang, Dacheng Tao
2024	—	`conf`	Revisiting Catastrophic Forgetting in Large Language Model Tuning. EMNLP (Findings) Hongyu Li, Liang Ding, Meng Fang, Dacheng Tao
2024	J	`jnl`	Revisiting Catastrophic Forgetting in Large Language Model Tuning. CoRR Hongyu Li, Liang Ding, Meng Fang, Dacheng Tao
2024	—	`conf`	Revisiting Demonstration Selection Strategies in In-Context Learning. ACL (1) Keqin Peng, Liang Ding, Yancheng Yuan, Xuebo Liu, Min Zhang, Yuanxin Ouyang, Dacheng Tao
2024	J	`jnl`	Revisiting Demonstration Selection Strategies in In-Context Learning. CoRR Keqin Peng, Liang Ding, Yancheng Yuan, Xuebo Liu, Min Zhang, Yuanxin Ouyang, Dacheng Tao
2024	—	`conf`	Revisiting Knowledge Distillation for Autoregressive Language Models. ACL (1) Qihuang Zhong, Liang Ding, Li Shen, Juhua Liu, Bo Du, Dacheng Tao
2024	J	`jnl`	Revisiting Knowledge Distillation for Autoregressive Language Models. CoRR Qihuang Zhong, Liang Ding, Li Shen, Juhua Liu, Bo Du, Dacheng Tao
2024	A*	`conf`	Revisiting Plasticity in Visual Reinforcement Learning: Data, Modules and Training Stages. ICLR Guozheng Ma, Lu Li, Sen Zhang, Zixuan Liu, Zhen Wang, Yixin Chen, Li Shen, Xueqian Wang, Dacheng Tao
2024	J	`jnl`	Ricci Curvature-Based Graph Sparsification for Continual Graph Representation Learning. IEEE Trans. Neural Networks Learn. Syst. Xikun Zhang, Dongjin Song, Dacheng Tao
2024	J	`jnl`	Robust Commonsense Reasoning Against Noisy Labels Using Adaptive Correction. IEEE Trans. Cybern. Xu Yang, Cheng Deng, Kun Wei, Dacheng Tao
2024	J	`jnl`	Robust Unpaired Image Dehazing via Density and Depth Decomposition. Int. J. Comput. Vis. Yang Yang, Chaoyue Wang, Xiaojie Guo, Dacheng Tao
2024	J	`jnl`	SMILE: Zero-Shot Sparse Mixture of Low-Rank Experts Construction From Pre-Trained Foundation Models. CoRR Anke Tang, Li Shen, Yong Luo, Shuai Xie, Han Hu, Lefei Zhang, Bo Du, Dacheng Tao
2024	J	`jnl`	SPAgent: Adaptive Task Decomposition and Model Selection for General Video Generation and Editing. CoRR Rong-Cheng Tu, Wenhao Sun, Zhao Jin, Jingyi Liao, Jiaxing Huang, Dacheng Tao
2024	J	`jnl`	SafeBench: A Safety Evaluation Framework for Multimodal Large Language Models. CoRR Zonghao Ying, Aishan Liu, Siyuan Liang, Lei Huang, Jinyang Guo, Wenbo Zhou, Xianglong Liu, Dacheng Tao
2024	A*	`conf`	Self-Powered LLM Modality Expansion for Large Speech-Text Models. EMNLP Tengfei Yu, Xuebo Liu, Zhiyi Hou, Liang Ding, Dacheng Tao, Min Zhang
2024	J	`jnl`	Self-Powered LLM Modality Expansion for Large Speech-Text Models. CoRR Tengfei Yu, Xuebo Liu, Zhiyi Hou, Liang Ding, Dacheng Tao, Min Zhang
2024	A*	`conf`	Semantic-focused Patch Tokenizer with Multi-branch Mixer for Visual Place Recognition. ICRA Zhenyu Xu, Ziliang Ren, Qieshi Zhang, Jie Lou, Dacheng Tao, Jun Cheng
2024	J	`jnl`	Separable Power of Classical and Quantum Learning Protocols Through the Lens of No-Free-Lunch Theorem. CoRR Xinbiao Wang, Yuxuan Du, Kecheng Liu, Yong Luo, Bo Du, Dacheng Tao
2024	J	`jnl`	Sfnet: Faster and Accurate Semantic Segmentation Via Semantic Flow. Int. J. Comput. Vis. Xiangtai Li, Jiangning Zhang, Yibo Yang, Guangliang Cheng, Kuiyuan Yang, Yunhai Tong, Dacheng Tao
2024	A*	`conf`	Sheared Backpropagation for Fine-Tuning Foundation Models. CVPR Zhiyuan Yu, Li Shen, Liang Ding, Xinmei Tian, Yixin Chen, Dacheng Tao
2024	J	`jnl`	Shortcut Learning of Large Language Models in Natural Language Understanding. Commun. ACM Mengnan Du, Fengxiang He, Na Zou, Dacheng Tao, Xia Hu
2024	J	`jnl`	Shuffle-QUDIO: accelerate distributed VQE with trainability enhancement and measurement reduction. Quantum Mach. Intell. Yang Qian, Yuxuan Du, Dacheng Tao
2024	A*	`conf`	SimDistill: Simulated Multi-Modal Distillation for BEV 3D Object Detection. AAAI Haimei Zhao, Qiming Zhang, Shanshan Zhao, Zhe Chen, Jing Zhang, Dacheng Tao
2024	J	`jnl`	SkipNode: On Alleviating Performance Degradation for Deep Graph Convolutional Networks. IEEE Trans. Knowl. Data Eng. Weigang Lu, Yibing Zhan, Binbin Lin, Ziyu Guan, Liu Liu, Baosheng Yu, Wei Zhao, Yaming Yang, Dacheng Tao
2024	J	`jnl`	Solving Continual Offline RL through Selective Weights Activation on Aligned Spaces. CoRR Jifeng Hu, Sili Huang, Li Shen, Zhejian Yang, Shengchao Hu, Shisong Tang, Hechang Chen, Yi Chang, Dacheng Tao, Lichao Sun
2024	J	`jnl`	Solving Continual Offline Reinforcement Learning with Decision Transformer. CoRR Kaixin Huang, Li Shen, Chen Zhao, Chun Yuan, Dacheng Tao
2024	A*	`conf`	Sparse Model Inversion: Efficient Inversion of Vision Transformers for Data-Free Applications. ICML Zixuan Hu, Yongxian Wei, Li Shen, Zhenyi Wang, Lei Li, Chun Yuan, Dacheng Tao
2024	—	`conf`	Speech Sense Disambiguation: Tackling Homophone Ambiguity in End-to-End Speech Translation. ACL (1) Tengfei Yu, Xuebo Liu, Liang Ding, Kehai Chen, Dacheng Tao, Min Zhang
2024	B	`conf`	SpeedCore: Space-efficient and Dependency-aware GPU Parallel Framework for Core Decomposition. ICPP Chen Zhao, Ting Yu, Zhigao Zheng, Yuanyuan Zhu, Song Jin, Bo Du, Dacheng Tao
2024	J	`jnl`	Stability and Generalization for Distributed SGDA. CoRR Miaoxi Zhu, Yan Sun, Li Shen, Bo Du, Dacheng Tao
2024	J	`jnl`	Stereo Image Restoration via Attention-Guided Correspondence Learning. IEEE Trans. Pattern Anal. Mach. Intell. Shengping Zhang, Wei Yu, Feng Jiang, Liqiang Nie, Hongxun Yao, Qingming Huang, Dacheng Tao
2024	J	`jnl`	SurgeryV2: Bridging the Gap Between Model Merging and Multi-Task Learning with Deep Representation Surgery. CoRR Enneng Yang, Li Shen, Zhenyi Wang, Guibing Guo, Xingwei Wang, Xiaochun Cao, Jie Zhang, Dacheng Tao
2024	—	`conf`	Synergy of Sight and Semantics: Visual Intention Understanding with CLIP. ECCV (11) Qu Yang, Mang Ye, Dacheng Tao
2024	J	`jnl`	TD^2-Net: Toward Denoising and Debiasing for Dynamic Scene Graph Generation. CoRR Xin Lin, Chong Shi, Yibing Zhan, Zuopeng Yang, Yaqi Wu, Dacheng Tao
2024	A*	`conf`	TD²-Net: Toward Denoising and Debiasing for Video Scene Graph Generation. AAAI Xin Lin, Chong Shi, Yibing Zhan, Zuopeng Yang, Yaqi Wu, Dacheng Tao
2024	—	`conf`	Take Care of Your Prompt Bias! Investigating and Mitigating Prompt Bias in Factual Knowledge Extraction. LREC/COLING Ziyang Xu, Keqin Peng, Liang Ding, Dacheng Tao, Xiliang Lu
2024	J	`jnl`	Take Care of Your Prompt Bias! Investigating and Mitigating Prompt Bias in Factual Knowledge Extraction. CoRR Ziyang Xu, Keqin Peng, Liang Ding, Dacheng Tao, Xiliang Lu
2024	A*	`conf`	Task Groupings Regularization: Data-Free Meta-Learning with Heterogeneous Pre-trained Models. ICML Yongxian Wei, Zixuan Hu, Li Shen, Zhenyi Wang, Yu Li, Chun Yuan, Dacheng Tao
2024	J	`jnl`	Task Groupings Regularization: Data-Free Meta-Learning with Heterogeneous Pre-trained Models. CoRR Yongxian Wei, Zixuan Hu, Li Shen, Zhenyi Wang, Yu Li, Chun Yuan, Dacheng Tao
2024	J	`jnl`	Task-Aware Harmony Multi-Task Decision Transformer for Offline Reinforcement Learning. CoRR Ziqing Fan, Shengchao Hu, Yuhang Zhou, Li Shen, Ya Zhang, Yanfeng Wang, Dacheng Tao
2024	J	`jnl`	Temporal Feature Matters: A Framework for Diffusion Model Quantization. CoRR Yushi Huang, Ruihao Gong, Xianglong Liu, Jing Liu, Yuhang Li, Jiwen Lu, Dacheng Tao
2024	J	`jnl`	The Dilemma of Quantum Neural Networks. IEEE Trans. Neural Networks Learn. Syst. Yang Qian, Xinbiao Wang, Yuxuan Du, Xingyao Wu, Dacheng Tao
2024	J	`jnl`	The curse of random quantum data. CoRR Kaining Zhang, Junyu Liu, Liu Liu, Liang Jiang, Min-Hsiu Hsieh, Dacheng Tao
2024	A*	`conf`	Topology-aware Embedding Memory for Continual Learning on Expanding Networks. KDD Xikun Zhang, Dongjin Song, Yixin Chen, Dacheng Tao
2024	J	`jnl`	Topology-aware Embedding Memory for Learning on Expanding Graphs. CoRR Xikun Zhang, Dongjin Song, Yixin Chen, Dacheng Tao
2024	J	`jnl`	Toward Robust Referring Image Segmentation. IEEE Trans. Image Process. Jianzong Wu, Xiangtai Li, Xia Li, Henghui Ding, Yunhai Tong, Dacheng Tao
2024	J	`jnl`	Towards Defending Multiple ℓ Int. J. Comput. Vis. Aishan Liu, Shiyu Tang, Xinyun Chen, Lei Huang, Haotong Qin, Xianglong Liu, Dacheng Tao
2024	J	`jnl`	Towards Modality-agnostic Label-efficient Segmentation with Entropy-Regularized Distribution Alignment. CoRR Liyao Tang, Zhe Chen, Shanshan Zhao, Chaoyue Wang, Dacheng Tao
2024	J	`jnl`	Towards Open Vocabulary Learning: A Survey. IEEE Trans. Pattern Anal. Mach. Intell. Jianzong Wu, Xiangtai Li, Shilin Xu, Haobo Yuan, Henghui Ding, Yibo Yang, Xia Li, Jiangning Zhang, Yunhai Tong, Xudong Jiang, Bernard Ghanem, Dacheng Tao
2024	A*	`conf`	Towards Theoretical Understandings of Self-Consuming Generative Models. ICML Shi Fu, Sen Zhang, Yingjie Wang, Xinmei Tian, Dacheng Tao
2024	J	`jnl`	Towards Theoretical Understandings of Self-Consuming Generative Models. CoRR Shi Fu, Sen Zhang, Yingjie Wang, Xinmei Tian, Dacheng Tao
2024	J	`jnl`	Trajectory Consistency Distillation. CoRR Jianbin Zheng, Minghui Hu, Zhongyi Fan, Chaoyue Wang, Changxing Ding, Dacheng Tao, Tat-Jen Cham
2024	J	`jnl`	USCD: Improving Code Generation of LLMs by Uncertainty-Aware Selective Contrastive Decoding. CoRR Shuai Wang, Liang Ding, Li Shen, Yong Luo, Zheng He, Wei Yu, Dacheng Tao
2024	—	`conf`	Uncertainty Aware Learning for Language Model Alignment. ACL (1) Yikun Wang, Rui Zheng, Liang Ding, Qi Zhang, Dahua Lin, Dacheng Tao
2024	J	`jnl`	Uncertainty Aware Learning for Language Model Alignment. CoRR Yikun Wang, Rui Zheng, Liang Ding, Qi Zhang, Dahua Lin, Dacheng Tao
2024	A*	`conf`	UniMix: Towards Domain Adaptive and Generalizable LiDAR Semantic Segmentation in Adverse Weather. CVPR Haimei Zhao, Jing Zhang, Zhuo Chen, Shanshan Zhao, Dacheng Tao
2024	J	`jnl`	UniMix: Towards Domain Adaptive and Generalizable LiDAR Semantic Segmentation in Adverse Weather. CoRR Haimei Zhao, Jing Zhang, Zhuo Chen, Shanshan Zhao, Dacheng Tao
2024	J	`jnl`	Unlocking Tuning-Free Few-Shot Adaptability in Visual Foundation Models by Recycling Pre-Tuned LoRAs. CoRR Zixuan Hu, Yongxian Wei, Li Shen, Chun Yuan, Dacheng Tao
2024	J	`jnl`	Unsupervised Graph Transformer With Augmentation-Free Contrastive Learning. IEEE Trans. Knowl. Data Eng. Han Zhao, Xu Yang, Kun Wei, Cheng Deng, Dacheng Tao
2024	J	`jnl`	Unsupervised Structure-Adaptive Graph Contrastive Learning. IEEE Trans. Neural Networks Learn. Syst. Han Zhao, Xu Yang, Cheng Deng, Dacheng Tao
2024	J	`jnl`	Unveiling the Safety of GPT-4o: An Empirical Study using Jailbreak Attacks. CoRR Zonghao Ying, Aishan Liu, Xianglong Liu, Dacheng Tao
2024	J	`jnl`	VNAS: Variational Neural Architecture Search. Int. J. Comput. Vis. Benteng Ma, Jing Zhang, Yong Xia, Dacheng Tao
2024	J	`jnl`	Variational Distillation for Multi-View Learning. IEEE Trans. Pattern Anal. Mach. Intell. Xudong Tian, Zhizhong Zhang, Cong Wang, Wensheng Zhang, Yanyun Qu, Lizhuang Ma, Zongze Wu, Yuan Xie, Dacheng Tao
2024	J	`jnl`	ViTPose++: Vision Transformer for Generic Body Pose Estimation. IEEE Trans. Pattern Anal. Mach. Intell. Yufei Xu, Jing Zhang, Qiming Zhang, Dacheng Tao
2024	J	`jnl`	Vision Transformer With Quadrangle Attention. IEEE Trans. Pattern Anal. Mach. Intell. Qiming Zhang, Jing Zhang, Yufei Xu, Dacheng Tao
2024	J	`jnl`	Visual Prompt Based Personalized Federated Learning. Trans. Mach. Learn. Res. Guanghao Li, Wansen Wu, Yan Sun, Li Shen, Baoyuan Wu, Dacheng Tao
2024	A*	`conf`	When ControlNet Meets Inexplicit Masks: A Case Study of ControlNet on its Contour-following Ability. ACM Multimedia Wenjie Xuan, Yufei Xu, Shanshan Zhao, Chaoyue Wang, Juhua Liu, Bo Du, Dacheng Tao
2024	J	`jnl`	When ControlNet Meets Inexplicit Masks: A Case Study of ControlNet on its Contour-following Ability. CoRR Wenjie Xuan, Yufei Xu, Shanshan Zhao, Chaoyue Wang, Juhua Liu, Bo Du, Dacheng Tao
2024	A*	`conf`	WisdoM: Improving Multimodal Sentiment Analysis by Fusing Contextual World Knowledge. ACM Multimedia Wenbin Wang, Liang Ding, Li Shen, Yong Luo, Han Hu, Dacheng Tao
2024	J	`jnl`	WisdoM: Improving Multimodal Sentiment Analysis by Fusing Contextual World Knowledge. CoRR Wenbin Wang, Liang Ding, Li Shen, Yong Luo, Han Hu, Dacheng Tao
2023	—	`conf`	1 WACV (Workshops) Benjamin Kiefer, Matej Kristan, Janez Pers, Lojze Zust, Fabio Poiesi, Fabio Augusto de Alcantara Andrade, Alexandre Bernardino, Matthew Dawkins, Jenni Raitoharju, Yitong Quan, Adem Atmaca, Timon Höfer, Qiming Zhang, Yufei Xu, Jing Zhang, Dacheng Tao, Lars Sommer, Raphael Spraul, Hangyue Zhao, Hongpu Zhang, Yanyun Zhao, Jan Lukas Augustin, Eui-ik Jeon, Impyeong Lee, Luca Zedda, Andrea Loddo, Cecilia Di Ruberto, Sagar Verma, Siddharth Gupta, Shishir Muralidhara, Niharika Hegde, Daitao Xing, Nikolaos Evangeliou, Anthony Tzes, Vojtech Bartl, Jakub Spanhel, Adam Herout, Neelanjan Bhowmik, Toby P. Breckon, Shivanand Kundargi, Tejas Anvekar, Ramesh Ashok Tabib, Uma Mudengudi, Arpita Vats, Yang Song, Delong Liu, Yonglin Li, Shuman Li, Chenhao Tan, Long Lan, Vladimir Somers, Christophe De Vleeschouwer, Alexandre Alahi, Hsiang-Wei Huang, Cheng-Yen Yang, Jenq-Neng Hwang, Pyong-Kun Kim, Kwangju Kim, Kyoungoh Lee, Shuai Jiang, Haiwen Li, Ziqiang Zheng, Tuan-Anh Vu, Hai Nguyen-Truong, Sai-Kit Yeung, Zhuang Jia, Sophia Yang, Chih-Chung Hsu, Xiu-Yu Hou, Yu-An Jhang, Simon Yang, Mau-Tsuen Yang
2023	J	`jnl`	A Comprehensive Survey and Taxonomy on Single Image Dehazing Based on Deep Learning. ACM Comput. Surv. Jie Gui, Xiaofeng Cong, Yuan Cao, Wenqi Ren, Jun Zhang, Jing Zhang, Jiuxin Cao, Dacheng Tao
2023	J	`jnl`	A Comprehensive Survey to Dataset Distillation. CoRR Shiye Lei, Dacheng Tao
2023	J	`jnl`	A Deep Learning System to Predict Recurrence and Disability Outcomes in Patients with Transient Ischemic Attack or Ischemic Stroke. Adv. Intell. Syst. Jing Jing, Ziyang Liu, Hao Guan, Wanlin Zhu, Zhe Zhang, Xia Meng, Jian Cheng, Yuesong Pan, Yong Jiang, Yilong Wang, Haijun Niu, Xingquan Zhao, Wei Wen, Jinxi Lin, Wei Li, Hao Li, Perminder S. Sachdev, Tao Liu, Zixiao Li, Dacheng Tao, Yongjun Wang
2023	J	`jnl`	A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications. IEEE Trans. Knowl. Data Eng. Jie Gui, Zhenan Sun, Yonggang Wen, Dacheng Tao, Jieping Ye
2023	J	`jnl`	A Survey of Self-Supervised Learning from Multiple Perspectives: Algorithms, Theory, Applications and Future Trends. CoRR Jie Gui, Tuo Chen, Qiong Cao, Zhenan Sun, Hao Luo, Dacheng Tao
2023	J	`jnl`	A Survey on Vision Transformer. IEEE Trans. Pattern Anal. Mach. Intell. Kai Han, Yunhe Wang, Hanting Chen, Xinghao Chen, Jianyuan Guo, Zhenhua Liu, Yehui Tang, An Xiao, Chunjing Xu, Yixing Xu, Zhaohui Yang, Yiman Zhang, Dacheng Tao
2023	J	`jnl`	AdaMerging: Adaptive Model Merging for Multi-Task Learning. CoRR Enneng Yang, Zhenyi Wang, Li Shen, Shiwei Liu, Guibing Guo, Xingwei Wang, Dacheng Tao
2023	J	`jnl`	AdaSAM: Boosting Sharpness-Aware Minimization with Adaptive Learning Rate and Momentum for Training Deep Neural Networks. CoRR Hao Sun, Li Shen, Qihuang Zhong, Liang Ding, Shixiang Chen, Jingwei Sun, Jing Li, Guangzhong Sun, Dacheng Tao
2023	J	`jnl`	Advancing Plain Vision Transformer Toward Remote Sensing Foundation Model. IEEE Trans. Geosci. Remote. Sens. Di Wang, Qiming Zhang, Yufei Xu, Jing Zhang, Bo Du, Dacheng Tao, Liangpei Zhang
2023	A*	`conf`	All Points Matter: Entropy-Regularized Distribution Alignment for Weakly-supervised 3D Segmentation. NeurIPS Liyao Tang, Zhe Chen, Shanshan Zhao, Chaoyue Wang, Dacheng Tao
2023	J	`jnl`	All Points Matter: Entropy-Regularized Distribution Alignment for Weakly-supervised 3D Segmentation. CoRR Liyao Tang, Zhe Chen, Shanshan Zhao, Chaoyue Wang, Dacheng Tao
2023	A*	`conf`	Alternating Differentiation for Optimization Layers. ICLR Haixiang Sun, Ye Shi, Jingya Wang, Hoang Duong Tuan, H. Vincent Poor, Dacheng Tao
2023	J	`jnl`	An Empirical Study of Remote Sensing Pretraining. IEEE Trans. Geosci. Remote. Sens. Di Wang, Jing Zhang, Bo Du, Gui-Song Xia, Dacheng Tao
2023	J	`jnl`	An Optimal Transport Analysis on Generalization in Deep Learning. IEEE Trans. Neural Networks Learn. Syst. Jingwei Zhang, Tongliang Liu, Dacheng Tao
2023	A*	`conf`	AniPixel: Towards Animatable Pixel-Aligned Human Avatar. ACM Multimedia Jinlong Fan, Jing Zhang, Zhi Hou, Dacheng Tao
2023	J	`jnl`	AniPixel: Towards Animatable Pixel-Aligned Human Avatar. CoRR Jinlong Fan, Jing Zhang, Zhi Hou, Dacheng Tao
2023	A*	`conf`	Architecture, Dataset and Model-Scale Agnostic Data-free Meta-Learning. CVPR Zixuan Hu, Li Shen, Zhenyi Wang, Tongliang Liu, Chun Yuan, Dacheng Tao
2023	J	`jnl`	Architecture, Dataset and Model-Scale Agnostic Data-free Meta-Learning. CoRR Zixuan Hu, Li Shen, Zhenyi Wang, Tongliang Liu, Chun Yuan, Dacheng Tao
2023	J	`jnl`	Are Large Language Models Really Robust to Word-Level Perturbations? CoRR Haoyu Wang, Guozheng Ma, Cong Yu, Ning Gui, Linrui Zhang, Zhiqi Huang, Suwei Ma, Yongzhe Chang, Sen Zhang, Li Shen, Xueqian Wang, Peilin Zhao, Dacheng Tao
2023	J	`jnl`	Attribute-Image Person Re-identification via Modal-Consistent Metric Learning. Int. J. Comput. Vis. Jianqing Zhu, Liu Liu, Yibing Zhan, Xiaobin Zhu, Huanqiang Zeng, Dacheng Tao
2023	J	`jnl`	BEVSimDet: Simulated Multi-modal Distillation in Bird's-Eye View for Multi-view 3D Object Detection. CoRR Haimei Zhao, Qiming Zhang, Shanshan Zhao, Jing Zhang, Dacheng Tao
2023	J	`jnl`	Bag of Tricks for Effective Language Model Pretraining and Downstream Adaptation: A Case Study on GLUE. CoRR Qihuang Zhong, Liang Ding, Keqin Peng, Juhua Liu, Bo Du, Li Shen, Yibing Zhan, Dacheng Tao
2023	J	`jnl`	Bilinear Graph Networks for Visual Question Answering. IEEE Trans. Neural Networks Learn. Syst. Dalu Guo, Chang Xu, Dacheng Tao
2023	—	`conf`	CASN: Class-Aware Score Network for Textual Adversarial Detection. ACL (1) Rong Bao, Rui Zheng, Liang Ding, Qi Zhang, Dacheng Tao
2023	J	`jnl`	CINFormer: Transformer network with multi-stage CNN feature injection for surface defect segmentation. CoRR Xiaoheng Jiang, Kaiyi Guo, Yang Lu, Feng Yan, Hao Liu, Jiale Cao, Mingliang Xu, Dacheng Tao
2023	A*	`conf`	CLAMP: Prompt-based Contrastive Learning for Connecting Language and Animal Pose. CVPR Xu Zhang, Wen Wang, Zhe Chen, Yufei Xu, Jing Zhang, Dacheng Tao
2023	J	`jnl`	CPP-Net: Context-Aware Polygon Proposal Network for Nucleus Segmentation. IEEE Trans. Image Process. Shengcong Chen, Changxing Ding, Minfeng Liu, Jun Cheng, Dacheng Tao
2023	J	`jnl`	Can ChatGPT Understand Too? A Comparative Study on ChatGPT and Fine-tuned BERT. CoRR Qihuang Zhong, Liang Ding, Juhua Liu, Bo Du, Dacheng Tao
2023	J	`jnl`	Centroid-centered Modeling for Efficient Vision Transformer Pre-training. CoRR Xin Yan, Zuchao Li, Lefei Zhang, Bo Du, Dacheng Tao
2023	J	`jnl`	Channel Exchanging Networks for Multimodal and Multitask Dense Image Prediction. IEEE Trans. Pattern Anal. Mach. Intell. Yikai Wang, Fuchun Sun, Wenbing Huang, Fengxiang He, Dacheng Tao
2023	A*	`conf`	CktGNN: Circuit Graph Neural Network for Electronic Design Automation. ICLR Zehao Dong, Weidong Cao, Muhan Zhang, Dacheng Tao, Yixin Chen, Xuan Zhang
2023	J	`jnl`	CktGNN: Circuit Graph Neural Network for Electronic Design Automation. CoRR Zehao Dong, Weidong Cao, Muhan Zhang, Dacheng Tao, Yixin Chen, Xuan Zhang
2023	A*	`conf`	Class-Aware Patch Embedding Adaptation for Few-Shot Image Classification. ICCV Fusheng Hao, Fengxiang He, Liu Liu, Fuxiang Wu, Dacheng Tao, Jun Cheng
2023	J	`jnl`	Class-Wise Denoising for Robust Learning Under Label Noise. IEEE Trans. Pattern Anal. Mach. Intell. Chen Gong, Yongliang Ding, Bo Han, Gang Niu, Jian Yang, Jane You, Dacheng Tao, Masashi Sugiyama
2023	A*	`conf`	Cocktail: Mixing Multi-Modality Control for Text-Conditional Image Generation. NeurIPS Minghui Hu, Jianbin Zheng, Daqing Liu, Chuanxia Zheng, Chaoyue Wang, Dacheng Tao, Tat-Jen Cham
2023	J	`jnl`	Cocktail: Mixing Multi-Modality Controls for Text-Conditional Image Generation. CoRR Minghui Hu, Jianbin Zheng, Daqing Liu, Chuanxia Zheng, Chaoyue Wang, Dacheng Tao, Tat-Jen Cham
2023	J	`jnl`	Collect-and-Distribute Transformer for 3D Point Cloud Analysis. CoRR Haibo Qiu, Baosheng Yu, Dacheng Tao
2023	J	`jnl`	Compositional 3D Human-Object Neural Animation. CoRR Zhi Hou, Baosheng Yu, Dacheng Tao
2023	A*	`conf`	ConDaFormer: Disassembled Transformer with Local Structure Enhancement for 3D Point Cloud Understanding. NeurIPS Lunhao Duan, Shanshan Zhao, Nan Xue, Mingming Gong, Gui-Song Xia, Dacheng Tao
2023	J	`jnl`	ConDaFormer: Disassembled Transformer with Local Structure Enhancement for 3D Point Cloud Understanding. CoRR Lunhao Duan, Shanshan Zhao, Nan Xue, Mingming Gong, Gui-Song Xia, Dacheng Tao
2023	J	`jnl`	Concrete Subspace Learning based Interference Elimination for Multi-task Model Fusion. CoRR Anke Tang, Li Shen, Yong Luo, Liang Ding, Han Hu, Bo Du, Dacheng Tao
2023	J	`jnl`	Continual Learning From a Stream of APIs. CoRR Enneng Yang, Zhenyi Wang, Li Shen, Nan Yin, Tongliang Liu, Guibing Guo, Xingwei Wang, Dacheng Tao
2023	A*	`conf`	ContraFeat: Contrasting Deep Features for Semantic Discovery. AAAI Xinqi Zhu, Chang Xu, Dacheng Tao
2023	A*	`conf`	Cross-modal & Cross-domain Learning for Unsupervised LiDAR Semantic Segmentation. ACM Multimedia Yiyang Chen, Shanshan Zhao, Changxing Ding, Liyao Tang, Chaoyue Wang, Dacheng Tao
2023	J	`jnl`	Cross-modal & Cross-domain Learning for Unsupervised LiDAR Semantic Segmentation. CoRR Yiyang Chen, Shanshan Zhao, Changxing Ding, Liyao Tang, Chaoyue Wang, Dacheng Tao
2023	J	`jnl`	Curvature Consistent Network for Microscope Chip Image Super-Resolution. IEEE Trans. Neural Networks Learn. Syst. Mingjin Zhang, Jingwei Xin, Jing Zhang, Dacheng Tao, Xinbo Gao
2023	J	`jnl`	DA-STC: Domain Adaptive Video Semantic Segmentation via Spatio-Temporal Consistency. CoRR Zhe Zhang, Gaochang Wu, Jing Zhang, Chunhua Shen, Dacheng Tao, Tianyou Chai
2023	—	`conf`	DARC: Distribution-Aware Re-Coloring Model for Generalizable Nucleus Segmentation. MICCAI (6) Shengcong Chen, Changxing Ding, Dacheng Tao, Hao Chen
2023	J	`jnl`	DARC: Distribution-Aware Re-Coloring Model for Generalizable Nucleus Segmentation. CoRR Shengcong Chen, Changxing Ding, Dacheng Tao, Hao Chen
2023	J	`jnl`	DCN-T: Dual Context Network With Transformer for Hyperspectral Image Classification. IEEE Trans. Image Process. Di Wang, Jing Zhang, Bo Du, Liangpei Zhang, Dacheng Tao
2023	J	`jnl`	DCN-T: Dual Context Network with Transformer for Hyperspectral Image Classification. CoRR Di Wang, Jing Zhang, Bo Du, Liangpei Zhang, Dacheng Tao
2023	A*	`conf`	DDS2M: Self-Supervised Denoising Diffusion Spatio-Spectral Model for Hyperspectral Image Restoration. ICCV Yuchun Miao, Lefei Zhang, Liangpei Zhang, Dacheng Tao
2023	J	`jnl`	DDS2M: Self-Supervised Denoising Diffusion Spatio-Spectral Model for Hyperspectral Image Restoration. CoRR Yuchun Miao, Lefei Zhang, Liangpei Zhang, Dacheng Tao
2023	J	`jnl`	DFedADMM: Dual Constraints Controlled Model Inconsistency for Decentralized Federated Learning. CoRR Qinglun Li, Li Shen, Guanghao Li, Quanjun Yin, Dacheng Tao
2023	A*	`conf`	DPText-DETR: Towards Better Scene Text Detection with Dynamic Points in Transformer. AAAI Maoyuan Ye, Jing Zhang, Shanshan Zhao, Juhua Liu, Bo Du, Dacheng Tao
2023	A*	`conf`	Decentralized SGD and Average-direction SAM are Asymptotically Equivalent. ICML Tongtian Zhu, Fengxiang He, Kaixuan Chen, Mingli Song, Dacheng Tao
2023	J	`jnl`	Decentralized SGD and Average-direction SAM are Asymptotically Equivalent. CoRR Tongtian Zhu, Fengxiang He, Kaixuan Chen, Mingli Song, Dacheng Tao
2023	J	`jnl`	Deep Corner. Int. J. Comput. Vis. Shanshan Zhao, Mingming Gong, Haimei Zhao, Jing Zhang, Dacheng Tao
2023	A*	`conf`	Deep Graph Reprogramming. CVPR Yongcheng Jing, Chongbin Yuan, Li Ju, Yiding Yang, Xinchao Wang, Dacheng Tao
2023	J	`jnl`	Deep Graph Reprogramming. CoRR Yongcheng Jing, Chongbin Yuan, Li Ju, Yiding Yang, Xinchao Wang, Dacheng Tao
2023	J	`jnl`	Deep Image Matting: A Comprehensive Survey. CoRR Jizhizi Li, Jing Zhang, Dacheng Tao
2023	J	`jnl`	Deep Learning for Camera Calibration and Beyond: A Survey. CoRR Kang Liao, Lang Nie, Shujuan Huang, Chunyu Lin, Jing Zhang, Yao Zhao, Moncef Gabbouj, Dacheng Tao
2023	J	`jnl`	Deep Learning for Event-based Vision: A Comprehensive Survey and Benchmarks. CoRR Xu Zheng, Yexin Liu, Yunfan Lu, Tongyan Hua, Tianbo Pan, Weiming Zhang, Dacheng Tao, Lin Wang
2023	J	`jnl`	Deep Multiview Collaborative Clustering. IEEE Trans. Neural Networks Learn. Syst. Xu Yang, Cheng Deng, Zhiyuan Dang, Dacheng Tao
2023	J	`jnl`	DeepSolo++: Let Transformer Decoder with Explicit Points Solo for Text Spotting. CoRR Maoyuan Ye, Jing Zhang, Shanshan Zhao, Juhua Liu, Tongliang Liu, Bo Du, Dacheng Tao
2023	A*	`conf`	DeepSolo: Let Transformer Decoder with Explicit Points Solo for Text Spotting. CVPR Maoyuan Ye, Jing Zhang, Shanshan Zhao, Juhua Liu, Tongliang Liu, Bo Du, Dacheng Tao
2023	J	`jnl`	Deformable Mixer Transformer with Gating for Multi-Task Learning of Dense Prediction. CoRR Yangyang Xu, Yibo Yang, Bernard Ghanem, Lefei Zhang, Bo Du, Dacheng Tao
2023	J	`jnl`	Demystify Problem-Dependent Power of Quantum Neural Networks on Multi-Class Classification. CoRR Yuxuan Du, Yibo Yang, Dacheng Tao, Min-Hsiu Hsieh
2023	J	`jnl`	Disentangled Interaction Representation for One-Stage Human-Object Interaction Detection. CoRR Xubin Zhong, Changxing Ding, Yupeng Hu, Dacheng Tao
2023	J	`jnl`	Distributed Energy Trading and Scheduling Among Microgrids via Multiagent Reinforcement Learning. IEEE Trans. Neural Networks Learn. Syst. Guanyu Gao, Yonggang Wen, Dacheng Tao
2023	J	`jnl`	Diversifying the Mixture-of-Experts Representation for Language Models with Orthogonal Optimizer. CoRR Boan Liu, Liang Ding, Li Shen, Keqin Peng, Yu Cao, Dazhao Cheng, Dacheng Tao
2023	—	`conf`	Divide, Conquer, and Combine: Mixture of Semantic-Independent Experts for Zero-Shot Dialogue State Tracking. ACL (1) Qingyue Wang, Liang Ding, Yanan Cao, Yibing Zhan, Zheng Lin, Shi Wang, Dacheng Tao, Li Guo
2023	J	`jnl`	Divide, Conquer, and Combine: Mixture of Semantic-Independent Experts for Zero-Shot Dialogue State Tracking. CoRR Qingyue Wang, Liang Ding, Yanan Cao, Yibing Zhan, Zheng Lin, Shi Wang, Dacheng Tao, Li Guo
2023	A*	`conf`	Domain Re-Modulation for Few-Shot Generative Domain Adaptation. NeurIPS Yi Wu, Ziqiang Li, Chaoyue Wang, Heliang Zheng, Shanshan Zhao, Bin Li, Dacheng Tao
2023	J	`jnl`	Domain Re-Modulation for Few-Shot Generative Domain Adaptation. CoRR Yi Wu, Ziqiang Li, Chaoyue Wang, Heliang Zheng, Shanshan Zhao, Bin Li, Dacheng Tao
2023	A*	`conf`	Domain Specified Optimization for Deployment Authorization. ICCV Haotian Wang, Haoang Chi, Wenjing Yang, Zhipeng Lin, Mingyang Geng, Long Lan, Jing Zhang, Dacheng Tao
2023	A*	`conf`	Domain-Specific Risk Minimization for Domain Generalization. KDD Yifan Zhang, Jindong Wang, Jian Liang, Zhang Zhang, Baosheng Yu, Liang Wang, Dacheng Tao, Xing Xie
2023	J	`jnl`	Dynamic Contrastive Distillation for Image-Text Retrieval. IEEE Trans. Multim. Jun Rao, Liang Ding, Shuhan Qi, Meng Fang, Yang Liu, Li Shen, Dacheng Tao
2023	A*	`conf`	Dynamic Focus-aware Positional Queries for Semantic Segmentation. CVPR Haoyu He, Jianfei Cai, Zizheng Pan, Jing Liu, Jing Zhang, Dacheng Tao, Bohan Zhuang
2023	A*	`conf`	Dynamic Regularized Sharpness Aware Minimization in Federated Learning: Approaching Global Consistency and Smooth Landscape. ICML Yan Sun, Li Shen, Shixiang Chen, Liang Ding, Dacheng Tao
2023	J	`jnl`	Dynamic Regularized Sharpness Aware Minimization in Federated Learning: Approaching Global Consistency and Smooth Landscape. CoRR Yan Sun, Li Shen, Shixiang Chen, Liang Ding, Dacheng Tao
2023	J	`jnl`	ESceme: Vision-and-Language Navigation with Episodic Scene Memory. CoRR Qi Zheng, Daqing Liu, Chaoyue Wang, Jing Zhang, Dadong Wang, Dacheng Tao
2023	J	`jnl`	Efficient Federated Learning Via Local Adaptive Amended Optimizer With Linear Speedup. IEEE Trans. Pattern Anal. Mach. Intell. Yan Sun, Li Shen, Hao Sun, Liang Ding, Dacheng Tao
2023	J	`jnl`	Efficient Federated Learning via Local Adaptive Amended Optimizer with Linear Speedup. CoRR Yan Sun, Li Shen, Hao Sun, Liang Ding, Dacheng Tao
2023	J	`jnl`	Efficient Federated Prompt Tuning for Black-box Large Pre-trained Models. CoRR Zihao Lin, Yan Sun, Yifan Shi, Xueqian Wang, Lifu Huang, Li Shen, Dacheng Tao
2023	J	`jnl`	End-to-End One-Shot Human Parsing. IEEE Trans. Pattern Anal. Mach. Intell. Haoyu He, Jing Zhang, Bohan Zhuang, Jianfei Cai, Dacheng Tao
2023	J	`jnl`	Enhance Local Consistency in Federated Learning: A Multi-Step Inertial Momentum Approach. CoRR Yixing Liu, Yan Sun, Zhengtao Ding, Li Shen, Bo Liu, Dacheng Tao
2023	J	`jnl`	Error Analysis Prompting Enables Human-Like Translation Evaluation in Large Language Models: A Case Study on ChatGPT. CoRR Qingyu Lu, Baopu Qiu, Liang Ding, Liping Xie, Dacheng Tao
2023	A*	`conf`	Evaluating Model-Free Reinforcement Learning toward Safety-Critical Tasks. AAAI Linrui Zhang, Qin Zhang, Li Shen, Bo Yuan, Xueqian Wang, Dacheng Tao
2023	J	`jnl`	Event-based Simultaneous Localization and Mapping: A Comprehensive Survey. CoRR Kunping Huang, Sen Zhang, Jing Zhang, Dacheng Tao
2023	J	`jnl`	Exploring Plain ViT Reconstruction for Multi-class Unsupervised Anomaly Detection. CoRR Jiangning Zhang, Xuhai Chen, Yabiao Wang, Chengjie Wang, Yong Liu, Xiangtai Li, Ming-Hsuan Yang, Dacheng Tao
2023	A*	`conf`	Exploring Temporal Concurrency for Video-Language Representation Learning. ICCV Heng Zhang, Daqing Liu, Zezhong Lv, Bing Su, Dacheng Tao
2023	A*	`conf`	Exploring the Relationship Between Architectural Design and Adversarially Robust Generalization. CVPR Aishan Liu, Shiyu Tang, Siyuan Liang, Ruihao Gong, Boxi Wu, Xianglong Liu, Dacheng Tao
2023	A*	`conf`	Extending the Design Space of Graph Neural Networks by Rethinking Folklore Weisfeiler-Lehman. NeurIPS Jiarui Feng, Lecheng Kong, Hao Liu, Dacheng Tao, Fuhai Li, Muhan Zhang, Yixin Chen
2023	J	`jnl`	FHA-Kitchens: A Novel Dataset for Fine-Grained Hand Action Recognition in Kitchen Scenes. CoRR Ting Zhe, Yongqian Li, Jing Zhang, Yong Luo, Han Hu, Bo Du, Yonggang Wen, Dacheng Tao
2023	A*	`conf`	FedABC: Targeting Fair Competition in Personalized Federated Learning. AAAI Dui Wang, Li Shen, Yong Luo, Han Hu, Kehua Su, Yonggang Wen, Dacheng Tao
2023	J	`jnl`	FedABC: Targeting Fair Competition in Personalized Federated Learning. CoRR Dui Wang, Li Shen, Yong Luo, Han Hu, Kehua Su, Yonggang Wen, Dacheng Tao
2023	J	`jnl`	FedLALR: Client-Specific Adaptive Learning Rates Achieve Linear Speedup for Non-IID Data. CoRR Hao Sun, Li Shen, Shixiang Chen, Jingwei Sun, Jing Li, Guangzhong Sun, Dacheng Tao
2023	A*	`conf`	FedSpeed: Larger Local Interval, Less Communication Round, and Higher Generalization Accuracy. ICLR Yan Sun, Li Shen, Tiansheng Huang, Liang Ding, Dacheng Tao
2023	J	`jnl`	FedSpeed: Larger Local Interval, Less Communication Round, and Higher Generalization Accuracy. CoRR Yan Sun, Li Shen, Tiansheng Huang, Liang Ding, Dacheng Tao
2023	J	`jnl`	Fluid Micelle Network for Image Super-Resolution Reconstruction. IEEE Trans. Cybern. Mingjin Zhang, Qianqian Wu, Jing Zhang, Xinbo Gao, Jie Guo, Dacheng Tao
2023	A*	`conf`	From Images to Textual Prompts: Zero-shot Visual Question Answering with Frozen Large Language Models. CVPR Jiaxian Guo, Junnan Li, Dongxu Li, Anthony Meng Huat Tiong, Boyang Li, Dacheng Tao, Steven C. H. Hoi
2023	J	`jnl`	Fusion of Global and Local Knowledge for Personalized Federated Learning. CoRR Tiansheng Huang, Li Shen, Yan Sun, Weiwei Lin, Dacheng Tao
2023	J	`jnl`	Fusion of Global and Local Knowledge for Personalized Federated Learning. Trans. Mach. Learn. Res. Tiansheng Huang, Li Shen, Yan Sun, Weiwei Lin, Dacheng Tao
2023	J	`jnl`	Generalised Watson Distribution on the Hypersphere with Applications to Clustering. J. Math. Imaging Vis. Stephen J. Maybank, Liu Liu, Dacheng Tao
2023	A*	`conf`	Generating Holistic 3D Human Motion from Speech. CVPR Hongwei Yi, Hualin Liang, Yifei Liu, Qiong Cao, Yandong Wen, Timo Bolkart, Dacheng Tao, Michael J. Black
2023	J	`jnl`	Global Context Aggregation Network for Lightweight Saliency Detection of Surface Defects. CoRR Feng Yan, Xiaoheng Jiang, Yang Lu, Lisha Cui, Shupan Li, Jiale Cao, Mingliang Xu, Dacheng Tao
2023	J	`jnl`	Global Nash Equilibrium in Non-convex Multi-player Game: Theory and Algorithms. CoRR Guanpu Chen, Gehui Xu, Fengxiang He, Yiguang Hong, Leszek Rutkowski, Dacheng Tao
2023	J	`jnl`	Good Questions Help Zero-Shot Image Reasoning. CoRR Kaiwen Yang, Tao Shen, Xinmei Tian, Xiubo Geng, Chongyang Tao, Dacheng Tao, Tianyi Zhou
2023	A*	`conf`	GraMMaR: Ground-aware Motion Model for 3D Human Motion Reconstruction. ACM Multimedia Sihan Ma, Qiong Cao, Hongwei Yi, Jing Zhang, Dacheng Tao
2023	J	`jnl`	GraMMaR: Ground-aware Motion Model for 3D Human Motion Reconstruction. CoRR Sihan Ma, Qiong Cao, Hongwei Yi, Jing Zhang, Dacheng Tao
2023	J	`jnl`	Graph Contrastive Learning Meets Graph Meta Learning: A Unified Method for Few-shot Node Tasks. CoRR Hao Liu, Jiarui Feng, Lecheng Kong, Dacheng Tao, Yixin Chen, Muhan Zhang
2023	J	`jnl`	Graph Decision Transformer. CoRR Shengchao Hu, Li Shen, Ya Zhang, Dacheng Tao
2023	A*	`conf`	Graph Pooling for Graph Neural Networks: Progress, Challenges, and Opportunities. IJCAI Chuang Liu, Yibing Zhan, Jia Wu, Chang Li, Bo Du, Wenbin Hu, Tongliang Liu, Dacheng Tao
2023	J	`jnl`	HKNAS: Classification of Hyperspectral Imagery Based on Hyper Kernel Neural Architecture Search. CoRR Di Wang, Bo Du, Liangpei Zhang, Dacheng Tao
2023	J	`jnl`	HandRefiner: Refining Malformed Hands in Generated Images by Diffusion-based Conditional Inpainting. CoRR Wenquan Lu, Yufei Xu, Jing Zhang, Chaoyue Wang, Dacheng Tao
2023	J	`jnl`	Heterogeneous Federated Learning: State-of-the-art and Research Challenges. CoRR Mang Ye, Xiuwen Fang, Bo Du, Pong C. Yuen, Dacheng Tao
2023	A*	`conf`	HiT-MDP: Learning the SMDP option framework on MDPs with Hidden Temporal Embeddings. ICLR Chang Li, Dongjin Song, Dacheng Tao
2023	J	`jnl`	Hierarchical Prototype Networks for Continual Graph Representation Learning. IEEE Trans. Pattern Anal. Mach. Intell. Xikun Zhang, Dongjin Song, Dacheng Tao
2023	J	`jnl`	Human-imperceptible, Machine-recognizable Images. CoRR Fusheng Hao, Fengxiang He, Yikai Wang, Fuxiang Wu, Jing Zhang, Jun Cheng, Dacheng Tao
2023	J	`jnl`	IC9600: A Benchmark Dataset for Automatic Image Complexity Assessment. IEEE Trans. Pattern Anal. Mach. Intell. Tinglei Feng, Yingjie Zhai, Jufeng Yang, Jie Liang, Deng-Ping Fan, Jing Zhang, Ling Shao, Dacheng Tao
2023	J	`jnl`	Image Captions are Natural Prompts for Text-to-Image Models. CoRR Shiye Lei, Hao Chen, Sen Zhang, Bo Zhao, Dacheng Tao
2023	A*	`conf`	Improving Heterogeneous Model Reuse by Density Estimation. IJCAI Anke Tang, Yong Luo, Han Hu, Fengxiang He, Kehua Su, Bo Du, Yixin Chen, Dacheng Tao
2023	J	`jnl`	Improving Heterogeneous Model Reuse by Density Estimation. CoRR Anke Tang, Yong Luo, Han Hu, Fengxiang He, Kehua Su, Bo Du, Yixin Chen, Dacheng Tao
2023	A*	`conf`	Improving Simultaneous Machine Translation with Monolingual Data. AAAI Hexuan Deng, Liang Ding, Xuebo Liu, Meishan Zhang, Dacheng Tao, Min Zhang
2023	J	`jnl`	Improving Video Instance Segmentation via Temporal Pyramid Routing. IEEE Trans. Pattern Anal. Mach. Intell. Xiangtai Li, Hao He, Yibo Yang, Henghui Ding, Kuiyuan Yang, Guangliang Cheng, Yunhai Tong, Dacheng Tao
2023	A*	`conf`	Improving the Model Consistency of Decentralized Federated Learning. ICML Yifan Shi, Li Shen, Kang Wei, Yan Sun, Bo Yuan, Xueqian Wang, Dacheng Tao
2023	J	`jnl`	Improving the Model Consistency of Decentralized Federated Learning. CoRR Yifan Shi, Li Shen, Kang Wei, Yan Sun, Bo Yuan, Xueqian Wang, Dacheng Tao
2023	J	`jnl`	InDecGAN: Learning to Generate Complex Images From Captions via Independent Object-Level Decomposition and Enhancement. IEEE Trans. Multim. Jun Cheng, Fuxiang Wu, Liu Liu, Qieshi Zhang, Leszek Rutkowski, Dacheng Tao
2023	J	`jnl`	Instructed Diffuser with Temporal Condition Guidance for Offline Reinforcement Learning. CoRR Jifeng Hu, Yanchao Sun, Sili Huang, Siyuan Guo, Hechang Chen, Li Shen, Lichao Sun, Yi Chang, Dacheng Tao
2023	J	`jnl`	Inter-layer transition in neural architecture search. Pattern Recognit. Benteng Ma, Jing Zhang, Yong Xia, Dacheng Tao
2023	J	`jnl`	Knowledge Graph Augmented Network Towards Multiview Representation Learning for Aspect-Based Sentiment Analysis. IEEE Trans. Knowl. Data Eng. Qihuang Zhong, Liang Ding, Juhua Liu, Bo Du, Hua Jin, Dacheng Tao
2023	A*	`conf`	Knowledge-Aware Federated Active Learning with Non-IID Data. ICCV Yu-Tong Cao, Ye Shi, Baosheng Yu, Jingya Wang, Dacheng Tao
2023	J	`jnl`	Learn From Model Beyond Fine-Tuning: A Survey. CoRR Hongling Zheng, Li Shen, Anke Tang, Yong Luo, Han Hu, Bo Du, Dacheng Tao
2023	A*	`conf`	Learnable Skeleton-Aware 3D Point Cloud Sampling. CVPR Cheng Wen, Baosheng Yu, Dacheng Tao
2023	A*	`conf`	Learning Better with Less: Effective Augmentation for Sample-Efficient Visual Reinforcement Learning. NeurIPS Guozheng Ma, Linrui Zhang, Haoyu Wang, Lu Li, Zilin Wang, Zhen Wang, Li Shen, Xueqian Wang, Dacheng Tao
2023	J	`jnl`	Learning Better with Less: Effective Augmentation for Sample-Efficient Visual Reinforcement Learning. CoRR Guozheng Ma, Linrui Zhang, Haoyu Wang, Lu Li, Zilin Wang, Zhen Wang, Li Shen, Xueqian Wang, Dacheng Tao
2023	J	`jnl`	Learning Geometric Transformation for Point Cloud Completion. Int. J. Comput. Vis. Shengping Zhang, Xianzhu Liu, Haozhe Xie, Liqiang Nie, Huiyu Zhou, Dacheng Tao, Xuelong Li
2023	A	`conf`	Learning to Generalize Provably in Learning to Optimize. AISTATS Junjie Yang, Tianlong Chen, Mingkang Zhu, Fengxiang He, Dacheng Tao, Yingbin Liang, Zhangyang Wang
2023	J	`jnl`	Learning to Generalize Provably in Learning to Optimize. CoRR Junjie Yang, Tianlong Chen, Mingkang Zhu, Fengxiang He, Dacheng Tao, Yingbin Liang, Zhangyang Wang
2023	A*	`conf`	Learning to Learn Better for Video Object Segmentation. AAAI Meng Lan, Jing Zhang, Lefei Zhang, Dacheng Tao
2023	A*	`conf`	Learning to Learn from APIs: Black-Box Data-Free Meta-Learning. ICML Zixuan Hu, Li Shen, Zhenyi Wang, Baoyuan Wu, Chun Yuan, Dacheng Tao
2023	J	`jnl`	Learning to Learn from APIs: Black-Box Data-Free Meta-Learning. CoRR Zixuan Hu, Li Shen, Zhenyi Wang, Baoyuan Wu, Chun Yuan, Dacheng Tao
2023	J	`jnl`	Learning to Purification for Unsupervised Person Re-Identification. IEEE Trans. Image Process. Long Lan, Xiao Teng, Jing Zhang, Xiang Zhang, Dacheng Tao
2023	A*	`conf`	Leverage Interactive Affinity for Affordance Learning. CVPR Hongchen Luo, Wei Zhai, Jing Zhang, Yang Cao, Dacheng Tao
2023	A*	`conf`	MAG-GNN: Reinforcement Learning Boosted Graph Neural Network. NeurIPS Lecheng Kong, Jiarui Feng, Hao Liu, Dacheng Tao, Yixin Chen, Muhan Zhang
2023	J	`jnl`	MAG-GNN: Reinforcement Learning Boosted Graph Neural Network. CoRR Lecheng Kong, Jiarui Feng, Hao Liu, Dacheng Tao, Yixin Chen, Muhan Zhang
2023	J	`jnl`	MMoT: Mixture-of-Modality-Tokens Transformer for Composed Multimodal Conditional Image Synthesis. CoRR Jianbin Zheng, Daqing Liu, Chaoyue Wang, Minghui Hu, Zuopeng Yang, Changxing Ding, Dacheng Tao
2023	A	`conf`	MPipeMoE: Memory Efficient MoE for Pre-trained Models with Adaptive Pipeline Parallelism. IPDPS Zheng Zhang, Donglin Yang, Yaqi Xia, Liang Ding, Dacheng Tao, Xiaobo Zhou, Dazhao Cheng
2023	A*	`conf`	Make Landscape Flatter in Differentially Private Federated Learning. CVPR Yifan Shi, Yingqi Liu, Kang Wei, Li Shen, Xueqian Wang, Dacheng Tao
2023	J	`jnl`	Make Landscape Flatter in Differentially Private Federated Learning. CoRR Yifan Shi, Yingqi Liu, Kang Wei, Li Shen, Xueqian Wang, Dacheng Tao
2023	J	`jnl`	MerA: Merging Pretrained Adapters For Few-Shot Learning. CoRR Shwai He, Run-Ze Fan, Liang Ding, Li Shen, Tianyi Zhou, Dacheng Tao
2023	A*	`conf`	Merging Experts into One: Improving Computational Efficiency of Mixture of Experts. EMNLP Shwai He, Run-Ze Fan, Liang Ding, Li Shen, Tianyi Zhou, Dacheng Tao
2023	J	`jnl`	Merging Experts into One: Improving Computational Efficiency of Mixture of Experts. CoRR Shwai He, Run-Ze Fan, Liang Ding, Li Shen, Tianyi Zhou, Dacheng Tao
2023	J	`jnl`	MotionTrack: Learning Motion Predictor for Multiple Object Tracking. CoRR Changcheng Xiao, Qiong Cao, Yujie Zhong, Long Lan, Xiang Zhang, Huayue Cai, Zhigang Luo, Dacheng Tao
2023	J	`jnl`	Multi-target Knowledge Distillation via Student Self-reflection. Int. J. Comput. Vis. Jianping Gou, Xiangshuo Xiong, Baosheng Yu, Lan Du, Yibing Zhan, Dacheng Tao
2023	J	`jnl`	Multimodal deep representation learning for quantum cross-platform verification. CoRR Yang Qian, Yuxuan Du, Zhenliang He, Min-Hsiu Hsieh, Dacheng Tao
2023	J	`jnl`	Neural Collapse Inspired Feature-Classifier Alignment for Few-Shot Class Incremental Learning. CoRR Yibo Yang, Haobo Yuan, Xiangtai Li, Zhouchen Lin, Philip H. S. Torr, Dacheng Tao
2023	A*	`conf`	Neural Collapse Inspired Feature-Classifier Alignment for Few-Shot Class-Incremental Learning. ICLR Yibo Yang, Haobo Yuan, Xiangtai Li, Zhouchen Lin, Philip H. S. Torr, Dacheng Tao
2023	J	`jnl`	Neural Collapse Terminus: A Unified Solution for Class Incremental Learning and Its Variants. CoRR Yibo Yang, Haobo Yuan, Xiangtai Li, Jianlong Wu, Lefei Zhang, Zhouchen Lin, Philip H. S. Torr, Dacheng Tao, Bernard Ghanem
2023	J	`jnl`	Neural Maximum a Posteriori Estimation on Unpaired Data for Motion Deblurring. IEEE Trans. Pattern Anal. Mach. Intell. Youjian Zhang, Chaoyue Wang, Dacheng Tao
2023	J	`jnl`	Neurodynamics-driven supervised feature selection. Pattern Recognit. Yadi Wang, Jun Wang, Dacheng Tao
2023	J	`jnl`	OMG: Towards Effective Graph Classification Against Label Noise. IEEE Trans. Knowl. Data Eng. Nan Yin, Li Shen, Mengzhu Wang, Xiao Luo, Zhigang Luo, Dacheng Tao
2023	A*	`conf`	Off-policy Imitation Learning from Visual Inputs. ICRA Zhihao Cheng, Li Shen, Dacheng Tao
2023	A*	`conf`	Offline Quantum Reinforcement Learning in a Conservative Manner. AAAI Zhihao Cheng, Kaining Zhang, Li Shen, Dacheng Tao
2023	J	`jnl`	OmniForce: On Human-Centered, Large Model Empowered and Cloud-Edge Collaborative AutoML System. CoRR Chao Xue, Wei Liu, Shuai Xie, Zhenfang Wang, Jiaxing Li, Xuyang Peng, Liang Ding, Shanshan Zhao, Qiong Cao, Yibo Yang, Fengxiang He, Bohua Cai, Rongcheng Bian, Yiyan Zhao, Heliang Zheng, Xiangyang Liu, Dongkai Liu, Daqing Liu, Li Shen, Chang Li, Shijin Zhang, Yukang Zhang, Guanpu Chen, Shixiang Chen, Yibing Zhan, Jing Zhang, Chaoyue Wang, Dacheng Tao
2023	J	`jnl`	On Efficient Training of Large-Scale Deep Learning Models: A Literature Review. CoRR Li Shen, Yan Sun, Zhiyuan Yu, Liang Ding, Xinmei Tian, Dacheng Tao
2023	J	`jnl`	On the Guaranteed Almost Equivalence Between Imitation Learning From Observation and Demonstration. IEEE Trans. Neural Networks Learn. Syst. Zhihao Cheng, Liu Liu, Aishan Liu, Hao Sun, Meng Fang, Dacheng Tao
2023	J	`jnl`	One More Step: A Versatile Plug-and-Play Module for Rectifying Diffusion Schedule Flaws and Enhancing Low-Frequency Controls. CoRR Minghui Hu, Jianbin Zheng, Chuanxia Zheng, Chaoyue Wang, Dacheng Tao, Tat-Jen Cham
2023	J	`jnl`	One for All: Towards Training One Graph Model for All Classification Tasks. CoRR Hao Liu, Jiarui Feng, Lecheng Kong, Ningyue Liang, Dacheng Tao, Yixin Chen, Muhan Zhang
2023	J	`jnl`	Optical Quantum Sensing for Agnostic Environments via Deep Learning. CoRR Zeqiao Zhou, Yuxuan Du, Xu-Fei Yin, Shanshan Zhao, Xinmei Tian, Dacheng Tao
2023	—	`conf`	PAD-Net: An Efficient Framework for Dynamic Networks. ACL (1) Shwai He, Liang Ding, Daize Dong, Boan Liu, Fuqiang Yu, Dacheng Tao
2023	A*	`conf`	PNT-Edge: Towards Robust Edge Detection with Noisy Labels by Learning Pixel-level Noise Transitions. ACM Multimedia Wenjie Xuan, Shanshan Zhao, Yu Yao, Juhua Liu, Tongliang Liu, Yixin Chen, Bo Du, Dacheng Tao
2023	J	`jnl`	PNT-Edge: Towards Robust Edge Detection with Noisy Labels by Learning Pixel-level Noise Transitions. CoRR Wenjie Xuan, Shanshan Zhao, Yu Yao, Juhua Liu, Tongliang Liu, Yixin Chen, Bo Du, Dacheng Tao
2023	J	`jnl`	PanGu-π: Enhancing Language Model Architectures via Nonlinearity Compensation. CoRR Yunhe Wang, Hanting Chen, Yehui Tang, Tianyu Guo, Kai Han, Ying Nie, Xutao Wang, Hailin Hu, Zheyuan Bai, Yun Wang, Fangcheng Liu, Zhicheng Liu, Jianyuan Guo, Sinan Zeng, Yinchen Zhang, Qinghua Xu, Qun Liu, Jun Yao, Chao Xu, Dacheng Tao
2023	J	`jnl`	PanopticPartFormer++: A Unified and Decoupled View for Panoptic Part Segmentation. CoRR Xiangtai Li, Shilin Xu, Yibo Yang, Haobo Yuan, Guangliang Cheng, Yunhai Tong, Zhouchen Lin, Dacheng Tao
2023	J	`jnl`	Parameter Efficient Multi-task Model Fusion with Partial Linearization. CoRR Anke Tang, Li Shen, Yong Luo, Yibing Zhan, Han Hu, Bo Du, Yixin Chen, Dacheng Tao
2023	J	`jnl`	Patch-Wise Point Cloud Generation: A Divide-and-Conquer Approach. CoRR Cheng Wen, Baosheng Yu, Rao Fu, Dacheng Tao
2023	J	`jnl`	PointHR: Exploring High-Resolution Architectures for 3D Point Cloud Segmentation. CoRR Haibo Qiu, Baosheng Yu, Yixin Chen, Dacheng Tao
2023	J	`jnl`	PointWavelet: Learning in Spectral Domain for 3D Point Cloud Analysis. CoRR Cheng Wen, Jianzhi Long, Baosheng Yu, Dacheng Tao
2023	—	`conf`	Poisson Process for Bayesian Optimization. AutoML Xiaoxing Wang, Jiaxing Li, Chao Xue, Wei Liu, Weifeng Liu, Xiaokang Yang, Junchi Yan, Dacheng Tao
2023	J	`jnl`	Pre-trained Trojan Attacks for Visual Recognition. CoRR Aishan Liu, Xinwei Zhang, Yisong Xiao, Yuguang Zhou, Siyuan Liang, Jiakai Wang, Xianglong Liu, Xiaochun Cao, Dacheng Tao
2023	J	`jnl`	Prescribed Safety Performance Imitation Learning From a Single Expert Dataset. IEEE Trans. Pattern Anal. Mach. Intell. Zhihao Cheng, Li Shen, Miaoxi Zhu, Jiaxian Guo, Meng Fang, Liu Liu, Bo Du, Dacheng Tao
2023	J	`jnl`	Prompt-Tuning Decision Transformer with Preference Ranking. CoRR Shengchao Hu, Li Shen, Ya Zhang, Dacheng Tao
2023	A*	`conf`	PromptST: Abstract Prompt Learning for End-to-End Speech Translation. EMNLP Tengfei Yu, Liang Ding, Xuebo Liu, Kehai Chen, Meishan Zhang, Dacheng Tao, Min Zhang
2023	J	`jnl`	Pseudo Contrastive Learning for Graph-based Semi-supervised Learning. CoRR Weigang Lu, Ziyu Guan, Wei Zhao, Yaming Yang, Yuanhai Lv, Baosheng Yu, Dacheng Tao
2023	J	`jnl`	Quality-Aware Part Models for Occluded Person Re-Identification. IEEE Trans. Multim. Pengfei Wang, Changxing Ding, Zhiyin Shao, Zhibin Hong, Shengli Zhang, Dacheng Tao
2023	J	`jnl`	Quantum Imitation Learning. CoRR Zhihao Cheng, Kaining Zhang, Li Shen, Dacheng Tao
2023	J	`jnl`	RSAL-iMFS: A framework of randomized stacking with active learning for incremental multi-fidelity surrogate modeling. Eng. Appl. Artif. Intell. Zongqi Liu, Xueguan Song, Chao Zhang, Yunsheng Ma, Dacheng Tao
2023	J	`jnl`	Recent Advances for Quantum Neural Networks in Generative Learning. IEEE Trans. Pattern Anal. Mach. Intell. Jinkai Tian, Xiaoyu Sun, Yuxuan Du, Shanshan Zhao, Qing Liu, Kaining Zhang, Wei Yi, Wanrong Huang, Chaoyue Wang, Xingyao Wu, Min-Hsiu Hsieh, Tongliang Liu, Wenjing Yang, Dacheng Tao
2023	J	`jnl`	Recursively Summarizing Enables Long-Term Dialogue Memory in Large Language Models. CoRR Qingyue Wang, Liang Ding, Yanan Cao, Zhiliang Tian, Shi Wang, Dacheng Tao, Li Guo
2023	A*	`conf`	Referring Image Matting. CVPR Jizhizi Li, Jing Zhang, Dacheng Tao
2023	J	`jnl`	Region-adaptive Concept Aggregation for Few-shot Visual Recognition. Mach. Intell. Res. Mengya Han, Yibing Zhan, Baosheng Yu, Yong Luo, Han Hu, Bo Du, Yonggang Wen, Dacheng Tao
2023	J	`jnl`	Regionwise Generative Adversarial Image Inpainting for Large Missing Areas. IEEE Trans. Cybern. Yuqing Ma, Xianglong Liu, Shihao Bai, Lei Wang, Aishan Liu, Dacheng Tao, Edwin R. Hancock
2023	J	`jnl`	RenAIssance: A Survey into AI Text-to-Image Generation in the Era of Large Model. CoRR Fengxiang Bie, Yibo Yang, Zhongzhu Zhou, Adam Ghanem, Minjia Zhang, Zhewei Yao, Xiaoxia Wu, Connor Holmes, Pareesa Ameneh Golnari, David A. Clifton, Yuxiong He, Dacheng Tao, Shuaiwen Leon Song
2023	J	`jnl`	Rethinking Portrait Matting with Privacy Preserving. Int. J. Comput. Vis. Sihan Ma, Jizhizi Li, Jing Zhang, He Zhang, Dacheng Tao
2023	J	`jnl`	Revisiting Plasticity in Visual Reinforcement Learning: Data, Modules and Training Stages. CoRR Guozheng Ma, Lu Li, Sen Zhang, Zixuan Liu, Zhen Wang, Yixin Chen, Li Shen, Xueqian Wang, Dacheng Tao
2023	—	`conf`	Revisiting Token Dropping Strategy in Efficient BERT Pretraining. ACL (1) Qihuang Zhong, Liang Ding, Juhua Liu, Xuebo Liu, Min Zhang, Bo Du, Dacheng Tao
2023	J	`jnl`	Revisiting Token Dropping Strategy in Efficient BERT Pretraining. CoRR Qihuang Zhong, Liang Ding, Juhua Liu, Xuebo Liu, Min Zhang, Bo Du, Dacheng Tao
2023	J	`jnl`	Revolutionizing Agrifood Systems with Artificial Intelligence: A Survey. CoRR Tao Chen, Liang Lv, Di Wang, Jing Zhang, Yue Yang, Zeyang Zhao, Chen Wang, Xiaowei Guo, Hao Chen, Qingye Wang, Yufei Xu, Qiming Zhang, Bo Du, Liangpei Zhang, Dacheng Tao
2023	A*	`conf`	SAMRS: Scaling-up Remote Sensing Segmentation Dataset with Segment Anything Model. NeurIPS Di Wang, Jing Zhang, Bo Du, Minqiang Xu, Lin Liu, Dacheng Tao, Liangpei Zhang
2023	J	`jnl`	SIN: Semantic Inference Network for Few-Shot Streaming Label Learning. IEEE Trans. Neural Networks Learn. Syst. Zhen Wang, Liu Liu, Yiqun Duan, Dacheng Tao
2023	J	`jnl`	SIR: Self-Supervised Image Rectification via Seeing the Same Scene From Multiple Different Lenses. IEEE Trans. Image Process. Jinlong Fan, Jing Zhang, Dacheng Tao
2023	J	`jnl`	SaFormer: A Conditional Sequence Modeling Approach to Offline Safe Reinforcement Learning. CoRR Qin Zhang, Linrui Zhang, Haoran Xu, Li Shen, Bowen Wang, Yongzhe Chang, Xueqian Wang, Bo Yuan, Dacheng Tao
2023	J	`jnl`	Scalable Mask Annotation for Video Text Spotting. CoRR Haibin He, Jing Zhang, Mengyang Xu, Juhua Liu, Bo Du, Dacheng Tao
2023	J	`jnl`	Scaling-up Remote Sensing Segmentation Dataset with Segment Anything Model. CoRR Di Wang, Jing Zhang, Bo Du, Dacheng Tao, Liangpei Zhang
2023	J	`jnl`	Segment Anything in Non-Euclidean Domains: Challenges and Opportunities. CoRR Yongcheng Jing, Xinchao Wang, Dacheng Tao
2023	J	`jnl`	Self-Ensembling GAN for Cross-Domain Semantic Segmentation. IEEE Trans. Multim. Yonghao Xu, Fengxiang He, Bo Du, Dacheng Tao, Liangpei Zhang
2023	—	`conf`	Self-Evolution Learning for Discriminative Language Model Pretraining. ACL (Findings) Qihuang Zhong, Liang Ding, Juhua Liu, Bo Du, Dacheng Tao
2023	J	`jnl`	Self-Evolution Learning for Discriminative Language Model Pretraining. CoRR Qihuang Zhong, Liang Ding, Juhua Liu, Bo Du, Dacheng Tao
2023	A*	`conf`	Self-Evolution Learning for Mixup: Enhance Data Augmentation on Few-Shot Text Classification Tasks. EMNLP Haoqi Zheng, Qihuang Zhong, Liang Ding, Zhiliang Tian, Xin Niu, Changjian Wang, Dongsheng Li, Dacheng Tao
2023	J	`jnl`	Self-Evolution Learning for Mixup: Enhance Data Augmentation on Few-Shot Text Classification Tasks. CoRR Haoqi Zheng, Qihuang Zhong, Liang Ding, Zhiliang Tian, Xin Niu, Dongsheng Li, Dacheng Tao
2023	J	`jnl`	Semantic-Preserving Adversarial Text Attacks. IEEE Trans. Sustain. Comput. Xinghao Yang, Yongshun Gong, Weifeng Liu, James Bailey, Dacheng Tao, Wei Liu
2023	A*	`conf`	Sensitivity-Aware Visual Parameter-Efficient Fine-Tuning. ICCV Haoyu He, Jianfei Cai, Jing Zhang, Dacheng Tao, Bohan Zhuang
2023	J	`jnl`	Sensitivity-Aware Visual Parameter-Efficient Tuning. CoRR Haoyu He, Jianfei Cai, Jing Zhang, Dacheng Tao, Bohan Zhuang
2023	J	`jnl`	ShadowNet for Data-Centric Quantum System Learning. CoRR Yuxuan Du, Yibo Yang, Tongliang Liu, Zhouchen Lin, Bernard Ghanem, Dacheng Tao
2023	A*	`conf`	Sharper Bounds for Uniformly Stable Algorithms with Stationary Mixing Process. ICLR Shi Fu, Yunwen Lei, Qiong Cao, Xinmei Tian, Dacheng Tao
2023	J	`jnl`	Sparse-to-Dense Matching Network for Large-Scale LiDAR Point Cloud Registration. IEEE Trans. Pattern Anal. Mach. Intell. Fan Lu, Guang Chen, Yinlong Liu, Yibing Zhan, Zhijun Li, Dacheng Tao, Changjun Jiang
2023	J	`jnl`	Spectral complexity-scaled generalisation bound of complex-valued neural networks. Artif. Intell. Haowen Chen, Fengxiang He, Shiye Lei, Dacheng Tao
2023	A*	`conf`	Stability and Generalization of the Decentralized Stochastic Gradient Descent Ascent Algorithm. NeurIPS Miaoxi Zhu, Li Shen, Bo Du, Dacheng Tao
2023	J	`jnl`	Stability and Generalization of the Decentralized Stochastic Gradient Descent Ascent Algorithm. CoRR Miaoxi Zhu, Li Shen, Bo Du, Dacheng Tao
2023	J	`jnl`	Stochastic Optimization for Non-convex Problem with Inexact Hessian Matrix, Gradient, and Function. CoRR Liu Liu, Xuanqing Liu, Cho-Jui Hsieh, Dacheng Tao
2023	J	`jnl`	Stochastically Controlled Compositional Gradient for Composition Problems. IEEE Trans. Neural Networks Learn. Syst. Liu Liu, Ji Liu, Cho-Jui Hsieh, Dacheng Tao
2023	A*	`conf`	Structured Cooperative Learning with Graphical Model Priors. ICML Shuangtong Li, Tianyi Zhou, Xinmei Tian, Dacheng Tao
2023	J	`jnl`	Structured Cooperative Learning with Graphical Model Priors. CoRR Shuangtong Li, Tianyi Zhou, Xinmei Tian, Dacheng Tao
2023	J	`jnl`	Subspace based Federated Unlearning. CoRR Guanghao Li, Li Shen, Yan Sun, Yue Hu, Han Hu, Dacheng Tao
2023	A*	`conf`	Symmetric Pruning in Quantum Neural Networks. ICLR Xinbiao Wang, Junyu Liu, Tongliang Liu, Yong Luo, Yuxuan Du, Dacheng Tao
2023	J	`jnl`	Systematic Investigation of Sparse Perturbed Sharpness-Aware Minimization Optimizer. CoRR Peng Mi, Li Shen, Tianhe Ren, Yiyi Zhou, Tianshuo Xu, Xiaoshuai Sun, Tongliang Liu, Rongrong Ji, Dacheng Tao
2023	J	`jnl`	Task-Distributionally Robust Data-Free Meta-Learning. CoRR Zixuan Hu, Li Shen, Zhenyi Wang, Yongxian Wei, Baoyuan Wu, Chun Yuan, Dacheng Tao
2023	J	`jnl`	Temporal Action Localization with Enhanced Instant Discriminability. CoRR Dingfeng Shi, Qiong Cao, Yujie Zhong, Shan An, Jian Cheng, Haogang Zhu, Dacheng Tao
2023	J	`jnl`	Tensorized Bipartite Graph Learning for Multi-View Clustering. IEEE Trans. Pattern Anal. Mach. Intell. Wei Xia, Quanxue Gao, Qianqian Wang, Xinbo Gao, Chris Ding, Dacheng Tao
2023	J	`jnl`	The Inf. Sci. Danuta Rutkowska, Piotr Duda, Jinde Cao, Leszek Rutkowski, Aleksander Byrski, Maciej Jaworski, Dacheng Tao
2023	J	`jnl`	The Visual Footsteps Planning System for Exoskeleton Robots Under Complex Terrain. IEEE Trans. Syst. Man Cybern. Syst. Xinyu Wu, Jinke Li, Liu Liu, Dacheng Tao
2023	A*	`conf`	Tilted Sparse Additive Models. ICML Yingjie Wang, Hong Chen, Weifeng Liu, Fengxiang He, Tieliang Gong, Youcheng Fu, Dacheng Tao
2023	J	`jnl`	Time Associated Meta Learning for Clinical Prediction. CoRR Hao Liu, Muhan Zhang, Zehao Dong, Lecheng Kong, Yixin Chen, Bradley A. Fritz, Dacheng Tao, Christopher Ryan King
2023	—	`conf`	Token-Level Self-Evolution Training for Sequence-to-Sequence Learning. ACL (2) Keqin Peng, Liang Ding, Qihuang Zhong, Yuanxin Ouyang, Wenge Rong, Zhang Xiong, Dacheng Tao
2023	—	`conf`	Toward Human-Like Evaluation for Natural Language Generation with Error Analysis. ACL (1) Qingyu Lu, Liang Ding, Liping Xie, Kanjian Zhang, Derek F. Wong, Dacheng Tao
2023	J	`jnl`	Towards Arbitrarily Expressive GNNs in O(n CoRR Jiarui Feng, Lecheng Kong, Hao Liu, Dacheng Tao, Fuhai Li, Muhan Zhang, Yixin Chen
2023	—	`conf`	Towards Making the Most of ChatGPT for Machine Translation. EMNLP (Findings) Keqin Peng, Liang Ding, Qihuang Zhong, Li Shen, Xuebo Liu, Min Zhang, Yuanxin Ouyang, Dacheng Tao
2023	J	`jnl`	Towards Making the Most of ChatGPT for Machine Translation. CoRR Keqin Peng, Liang Ding, Qihuang Zhong, Li Shen, Xuebo Liu, Min Zhang, Yuanxin Ouyang, Dacheng Tao
2023	J	`jnl`	Towards More Suitable Personalization in Federated Learning via Decentralized Partial Model Training. CoRR Yifan Shi, Yingqi Liu, Yan Sun, Zihao Lin, Li Shen, Xueqian Wang, Dacheng Tao
2023	A*	`conf`	Towards One-shot Neural Combinatorial Solvers: Theoretical and Empirical Notes on the Cardinality-Constrained Case. ICLR Runzhong Wang, Li Shen, Yiting Chen, Xiaokang Yang, Dacheng Tao, Junchi Yan
2023	J	`jnl`	Towards Open Vocabulary Learning: A Survey. CoRR Jianzong Wu, Xiangtai Li, Shilin Xu, Haobo Yuan, Henghui Ding, Yibo Yang, Xia Li, Jiangning Zhang, Yunhai Tong, Xudong Jiang, Bernard Ghanem, Dacheng Tao
2023	J	`jnl`	Towards Understanding the Generalizability of Delayed Stochastic Gradient Descent. CoRR Xiaoge Deng, Li Shen, Shengwei Li, Tao Sun, Dongsheng Li, Dacheng Tao
2023	J	`jnl`	Towards the Flatter Landscape and Better Generalization in Federated Learning under Client-level Differential Privacy. CoRR Yifan Shi, Kang Wei, Li Shen, Yingqi Liu, Xueqian Wang, Bo Yuan, Dacheng Tao
2023	—	`conf`	TransGEC: Improving Grammatical Error Correction with Translationese. ACL (Findings) Tao Fang, Xuebo Liu, Derek F. Wong, Runzhe Zhan, Liang Ding, Lidia S. Chao, Dacheng Tao, Min Zhang
2023	J	`jnl`	TransVOD: End-to-End Video Object Detection With Spatial-Temporal Transformers. IEEE Trans. Pattern Anal. Mach. Intell. Qianyu Zhou, Xiangtai Li, Lu He, Yibo Yang, Guangliang Cheng, Yunhai Tong, Lizhuang Ma, Dacheng Tao
2023	J	`jnl`	Transformer-Based Context Condensation for Boosting Feature Pyramids in Object Detection. Int. J. Comput. Vis. Zhe Chen, Jing Zhang, Yufei Xu, Dacheng Tao
2023	J	`jnl`	Transition role of entangled data in quantum machine learning. CoRR Xinbiao Wang, Yuxuan Du, Zhuozhuo Tu, Yong Luo, Xiao Yuan, Dacheng Tao
2023	A*	`conf`	TriDet: Temporal Action Detection with Relative Boundary Modeling. CVPR Dingfeng Shi, Yujie Zhong, Qiong Cao, Lin Ma, Jia Li, Dacheng Tao
2023	J	`jnl`	TriDet: Temporal Action Detection with Relative Boundary Modeling. CoRR Dingfeng Shi, Yujie Zhong, Qiong Cao, Lin Ma, Jia Li, Dacheng Tao
2023	J	`jnl`	Trust-Region Adaptive Frequency for Online Continual Learning. Int. J. Comput. Vis. Yajing Kong, Liu Liu, Maoying Qiao, Zhen Wang, Dacheng Tao
2023	—	`conf`	Tutorials at The Web Conference 2023. WWW (Companion Volume) Valeria Fionda, Olaf Hartig, Reyhaneh Abdolazimi, Sihem Amer-Yahia, Hongzhi Chen, Xiao Chen, Peng Cui, Jeffrey Dalton, Xin Luna Dong, Lisette Espín-Noboa, Wenqi Fan, Manuela Fritz, Quan Gan, Jingtong Gao, Xiaojie Guo, Torsten Hahmann, Jiawei Han, Soyeon Caren Han, Estevam Hruschka, Liang Hu, Jiaxin Huang, Utkarshani Jaimini, Olivier Jeunen, Yushan Jiang, Fariba Karimi, George Karypis, Krishnaram Kenthapadi, Himabindu Lakkaraju, Hady W. Lauw, Thai Le, Trung-Hoang Le, Dongwon Lee, Geon Lee, Liat Levontin, Cheng-Te Li, Haoyang Li, Ying Li, Jay Chiehen Liao, Qidong Liu, Usha Lokala, Ben London, Siqu Long, Hande Küçük-McGinty, Yu Meng, Seungwhan Moon, Usman Naseem, Pradeep Natarajan, Behrooz Omidvar-Tehrani, Zijie Pan, Devesh Parekh, Jian Pei, Tiago Peixoto, Steven Pemberton, Josiah Poon, Filip Radlinski, Federico Rossetto, Kaushik Roy, Aghiles Salah, Mehrnoosh Sameki, Amit P. Sheth, Cogan Shimizu, Kijung Shin, Dongjin Song, Julia Stoyanovich, Dacheng Tao, Johanne R. Trippas, Quoc Truong, Yu-Che Tsai, Adaku Uchendu, Bram van den Akker, Lin Wang, Minjie Wang, Shoujin Wang, Xin Wang, Ingmar Weber, Henry Weld, Lingfei Wu, Da Xu, Yifan Ethan Xu, Shuyuan Xu, Bo Yang, Ke Yang, Elad Yom-Tov, Jaemin Yoo, Zhou Yu, Reza Zafarani, Hamed Zamani, Meike Zehlike, Qi Zhang, Xikun Zhang, Yongfeng Zhang, Yu Zhang, Zheng Zhang, Liang Zhao, Xiangyu Zhao, Wenwu Zhu
2023	J	`jnl`	UVA: Towards Unified Volumetric Avatar for View Synthesis, Pose rendering, Geometry and Texture Editing. CoRR Jinlong Fan, Jing Zhang, Dacheng Tao
2023	J	`jnl`	Uncertainty-Aware Clustering for Unsupervised Domain Adaptive Object Re-Identification. IEEE Trans. Multim. Pengfei Wang, Changxing Ding, Wentao Tan, Mingming Gong, Kui Jia, Dacheng Tao
2023	J	`jnl`	Understanding Deep Neural Networks via Linear Separability of Hidden Layers. CoRR Chao Zhang, Xinyu Chen, Wensheng Li, Lixue Liu, Wei Wu, Dacheng Tao
2023	A*	`conf`	Understanding How Consistency Works in Federated Learning via Stage-wise Relaxed Initialization. NeurIPS Yan Sun, Li Shen, Dacheng Tao
2023	J	`jnl`	Understanding How Consistency Works in Federated Learning via Stage-wise Relaxed Initialization. CoRR Yan Sun, Li Shen, Dacheng Tao
2023	A*	`conf`	Unified Discrete Diffusion for Simultaneous Vision-Language Generation. ICLR Minghui Hu, Chuanxia Zheng, Zuopeng Yang, Tat-Jen Cham, Heliang Zheng, Chaoyue Wang, Dacheng Tao, Ponnuthurai N. Suganthan
2023	J	`jnl`	Unified Instance and Knowledge Alignment Pretraining for Aspect-Based Sentiment Analysis. IEEE ACM Trans. Audio Speech Lang. Process. Juhua Liu, Qihuang Zhong, Liang Ding, Hua Jin, Bo Du, Dacheng Tao
2023	J	`jnl`	Unifying Flow, Stereo and Depth Estimation. IEEE Trans. Pattern Anal. Mach. Intell. Haofei Xu, Jing Zhang, Jianfei Cai, Hamid Rezatofighi, Fisher Yu, Dacheng Tao, Andreas Geiger
2023	J	`jnl`	Unlikelihood Tuning on Negative Samples Amazingly Improves Zero-Shot Translation. CoRR Changtong Zan, Liang Ding, Li Shen, Yibin Lei, Yibing Zhan, Weifeng Liu, Dacheng Tao
2023	—	`conf`	Unsupervised Dense Retrieval with Relevance-Aware Contrastive Pre-Training. ACL (Findings) Yibin Lei, Liang Ding, Yu Cao, Changtong Zan, Andrew Yates, Dacheng Tao
2023	J	`jnl`	Unsupervised Dense Retrieval with Relevance-Aware Contrastive Pre-Training. CoRR Yibin Lei, Liang Ding, Yu Cao, Changtong Zan, Andrew Yates, Dacheng Tao
2023	A*	`conf`	Upcycling Models Under Domain and Category Shift. CVPR Sanqing Qu, Tianpei Zou, Florian Röhrbein, Cewu Lu, Guang Chen, Dacheng Tao, Changjun Jiang
2023	J	`jnl`	Upcycling Models under Domain and Category Shift. CoRR Sanqing Qu, Tianpei Zou, Florian Röhrbein, Cewu Lu, Guang Chen, Dacheng Tao, Changjun Jiang
2023	J	`jnl`	VTAE: Variational Transformer Autoencoder With Manifolds Learning. IEEE Trans. Image Process. Pourya Shamsolmoali, Masoumeh Zareapoor, Huiyu Zhou, Dacheng Tao, Xuelong Li
2023	J	`jnl`	VTAE: Variational Transformer Autoencoder with Manifolds Learning. CoRR Pourya Shamsolmoali, Masoumeh Zareapoor, Huiyu Zhou, Dacheng Tao, Xuelong Li
2023	A*	`conf`	VanillaNet: the Power of Minimalism in Deep Learning. NeurIPS Hanting Chen, Yunhe Wang, Jianyuan Guo, Dacheng Tao
2023	J	`jnl`	VanillaNet: the Power of Minimalism in Deep Learning. CoRR Hanting Chen, Yunhe Wang, Jianyuan Guo, Dacheng Tao
2023	J	`jnl`	ViTAEv2: Vision Transformer Advanced by Exploring Inductive Bias for Image Recognition and Beyond. Int. J. Comput. Vis. Qiming Zhang, Yufei Xu, Jing Zhang, Dacheng Tao
2023	J	`jnl`	Vision Transformer with Quadrangle Attention. CoRR Qiming Zhang, Jing Zhang, Yufei Xu, Dacheng Tao
2023	J	`jnl`	Visual Prompt Based Personalized Federated Learning. CoRR Guanghao Li, Wansen Wu, Yan Sun, Li Shen, Baoyuan Wu, Dacheng Tao
2023	J	`jnl`	Visual Superordinate Abstraction for Robust Concept Learning. Int. J. Autom. Comput. Qi Zheng, Chaoyue Wang, Dadong Wang, Dacheng Tao
2023	J	`jnl`	WebUAV-3M: A Benchmark for Unveiling the Power of Million-Scale Deep UAV Tracking. IEEE Trans. Pattern Anal. Mach. Intell. Chunhui Zhang, Guanjie Huang, Li Liu, Shan Huang, Yinan Yang, Xiang Wan, Shiming Ge, Dacheng Tao
2023	J	`jnl`	Which mode is better for federated learning? Centralized or Decentralized. CoRR Yan Sun, Li Shen, Dacheng Tao
2023	A*	`conf`	X-Adv: Physical Adversarial Object Attacks against X-ray Prohibited Item Detection. USENIX Security Symposium Aishan Liu, Jun Guo, Jiakai Wang, Siyuan Liang, Renshuai Tao, Wenbo Zhou, Cong Liu, Xianglong Liu, Dacheng Tao
2023	J	`jnl`	X-Adv: Physical Adversarial Object Attacks against X-ray Prohibited Item Detection. CoRR Aishan Liu, Jun Guo, Jiakai Wang, Siyuan Liang, Renshuai Tao, Wenbo Zhou, Cong Liu, Xianglong Liu, Dacheng Tao
2023	J	`jnl`	Zero-Shot Sharpness-Aware Quantization for Pre-trained Language Models. CoRR Miaoxi Zhu, Qihuang Zhong, Li Shen, Liang Ding, Juhua Liu, Bo Du, Dacheng Tao
2023	A*	`conf`	Zero-shot Sharpness-Aware Quantization for Pre-trained Language Models. EMNLP Miaoxi Zhu, Qihuang Zhong, Li Shen, Liang Ding, Juhua Liu, Bo Du, Dacheng Tao
2022	J	`jnl`	1st Workshop on Maritime Computer Vision (MaCVi) 2023: Challenge Results. CoRR Benjamin Kiefer, Matej Kristan, Janez Pers, Lojze Zust, Fabio Poiesi, Fabio Augusto de Alcantara Andrade, Alexandre Bernardino, Matthew Dawkins, Jenni Raitoharju, Yitong Quan, Adem Atmaca, Timon Höfer, Qiming Zhang, Yufei Xu, Jing Zhang, Dacheng Tao, Lars Sommer, Raphael Spraul, Hangyue Zhao, Hongpu Zhang, Yanyun Zhao, Jan Lukas Augustin, Eui-ik Jeon, Impyeong Lee, Luca Zedda, Andrea Loddo, Cecilia Di Ruberto, Sagar Verma, Siddharth Gupta, Shishir Muralidhara, Niharika Hegde, Daitao Xing, Nikolaos Evangeliou, Anthony Tzes, Vojtech Bartl, Jakub Spanhel, Adam Herout, Neelanjan Bhowmik, Toby P. Breckon, Shivanand Kundargi, Tejas Anvekar, Chaitra Desai, Ramesh Ashok Tabib, Uma Mudengudi, Arpita Vats, Yang Song, Delong Liu, Yonglin Li, Shuman Li, Chenhao Tan, Long Lan, Vladimir Somers, Christophe De Vleeschouwer, Alexandre Alahi, Hsiang-Wei Huang, Cheng-Yen Yang, Jenq-Neng Hwang, Pyong-Kun Kim, Kwangju Kim, Kyoungoh Lee, Shuai Jiang, Haiwen Li, Ziqiang Zheng, Tuan-Anh Vu, Hai Nguyen-Truong, Sai-Kit Yeung, Zhuang Jia, Sophia Yang, Chih-Chung Hsu, Xiu-Yu Hou, Yu-An Jhang, Simon Yang, Mau-Tsuen Yang
2022	J	`jnl`	3DDesigner: Towards Photorealistic 3D Object Generation and Editing with Text-guided Diffusion Models. CoRR Gang Li, Heliang Zheng, Chaoyue Wang, Chang Li, Changwen Zheng, Dacheng Tao
2022	J	`jnl`	A Comprehensive Survey of Data Augmentation in Visual Reinforcement Learning. CoRR Guozheng Ma, Zhen Wang, Zhecheng Yuan, Xueqian Wang, Bo Yuan, Dacheng Tao
2022	B	`conf`	A Contrastive Cross-Channel Data Augmentation Framework for Aspect-Based Sentiment Analysis. COLING Bing Wang, Liang Ding, Qihuang Zhong, Ximing Li, Dacheng Tao
2022	J	`jnl`	A Contrastive Cross-Channel Data Augmentation Framework for Aspect-based Sentiment Analysis. CoRR Bing Wang, Liang Ding, Qihuang Zhong, Ximing Li, Dacheng Tao
2022	J	`jnl`	A Model-Agnostic Data Manipulation Method for Persona-based Dialogue Generation. CoRR Yu Cao, Wei Bi, Meng Fang, Shuming Shi, Dacheng Tao
2022	—	`conf`	A Model-agnostic Data Manipulation Method for Persona-based Dialogue Generation. ACL (1) Yu Cao, Wei Bi, Meng Fang, Shuming Shi, Dacheng Tao
2022	A*	`conf`	A Relational Intervention Approach for Unsupervised Dynamics Generalization in Model-Based Reinforcement Learning. ICLR Jiaxian Guo, Mingming Gong, Dacheng Tao
2022	J	`jnl`	A Relational Intervention Approach for Unsupervised Dynamics Generalization in Model-Based Reinforcement Learning. CoRR Jixian Guo, Mingming Gong, Dacheng Tao
2022	A*	`conf`	A Survey on Gradient Inversion: Attacks, Defenses and Future Directions. IJCAI Rui Zhang, Song Guo, Junxiao Wang, Xin Xie, Dacheng Tao
2022	J	`jnl`	A Survey on Gradient Inversion: Attacks, Defenses and Future Directions. CoRR Rui Zhang, Song Guo, Junxiao Wang, Xin Xie, Dacheng Tao
2022	J	`jnl`	A Unified B-Spline Framework for Scale-Invariant Keypoint Detection. Int. J. Comput. Vis. Qi Zheng, Mingming Gong, Xinge You, Dacheng Tao
2022	J	`jnl`	AL-iGAN: An Active Learning Framework for Tunnel Geological Reconstruction Based on TBM Operational Data. CoRR Hao Wang, Lixue Liu, Xueguan Song, Chao Zhang, Dacheng Tao
2022	A*	`conf`	APT-36K: A Large-scale Benchmark for Animal Pose Estimation and Tracking. NeurIPS Yuxiang Yang, Junjie Yang, Yufei Xu, Jing Zhang, Long Lan, Dacheng Tao
2022	J	`jnl`	APT-36K: A Large-scale Benchmark for Animal Pose Estimation and Tracking. CoRR Yuxiang Yang, Junjie Yang, Yufei Xu, Jing Zhang, Long Lan, Dacheng Tao
2022	A*	`conf`	ART-Point: Improving Rotation Robustness of Point Cloud Classifiers via Adversarial Rotation. CVPR Ruibin Wang, Yibo Yang, Dacheng Tao
2022	J	`jnl`	ART-Point: Improving Rotation Robustness of Point Cloud Classifiers via Adversarial Rotation. CoRR Robin Wang, Yibo Yang, Dacheng Tao
2022	J	`jnl`	Achieving Personalized Federated Learning with Sparse Local Models. CoRR Tiansheng Huang, Shiwei Liu, Li Shen, Fengxiang He, Weiwei Lin, Dacheng Tao
2022	J	`jnl`	Adaptive Data Structure Regularized Multiclass Discriminative Feature Selection. IEEE Trans. Neural Networks Learn. Syst. Mingyu Fan, Xiaoqin Zhang, Jie Hu, Nannan Gu, Dacheng Tao
2022	J	`jnl`	Adaptive Edge-to-Edge Interaction Learning for Point Cloud Analysis. CoRR Shanshan Zhao, Mingming Gong, Xi Li, Dacheng Tao
2022	J	`jnl`	Advancing Plain Vision Transformer Towards Remote Sensing Foundation Model. CoRR Di Wang, Qiming Zhang, Yufei Xu, Jing Zhang, Bo Du, Dacheng Tao, Liangpei Zhang
2022	A*	`conf`	Adversarial Auto-Augment with Label Preservation: A Representation Learning Principle Guided Approach. NeurIPS Kaiwen Yang, Yanchao Sun, Jiahao Su, Fengxiang He, Xinmei Tian, Furong Huang, Tianyi Zhou, Dacheng Tao
2022	J	`jnl`	Adversarial Auto-Augment with Label Preservation: A Representation Learning Principle Guided Approach. CoRR Kaiwen Yang, Yanchao Sun, Jiahao Su, Fengxiang He, Xinmei Tian, Furong Huang, Tianyi Zhou, Dacheng Tao
2022	A*	`conf`	Alleviating Semantics Distortion in Unsupervised Low-Level Image-to-Image Translation via Structure Consistency Constraint. CVPR Jiaxian Guo, Jiachen Li, Huan Fu, Mingming Gong, Kun Zhang, Dacheng Tao
2022	J	`jnl`	Alternating Differentiation for Optimization Layers. CoRR Haixiang Sun, Ye Shi, Jingya Wang, Hoang Duong Tuan, H. Vincent Poor, Dacheng Tao
2022	J	`jnl`	An Empirical Study of Remote Sensing Pretraining. CoRR Di Wang, Jing Zhang, Bo Du, Gui-Song Xia, Dacheng Tao
2022	—	`conf`	Attentive Cascaded Pyramid Network for Online Video Stabilization. CICAI (1) Yufei Xu, Qiming Zhang, Jing Zhang, Dacheng Tao
2022	J	`jnl`	BLISS: Robust Sequence-to-Sequence Learning via Self-Supervised Input Representation. CoRR Zheng Zhang, Liang Ding, Dazhao Cheng, Xuebo Liu, Min Zhang, Dacheng Tao
2022	—	`conf`	BMD: A General Class-Balanced Multicentric Dynamic Prototype Strategy for Source-Free Domain Adaptation. ECCV (34) Sanqing Qu, Guang Chen, Jing Zhang, Zhijun Li, Wei He, Dacheng Tao
2022	J	`jnl`	BMD: A General Class-balanced Multicentric Dynamic Prototype Strategy for Source-free Domain Adaptation. CoRR Sanqing Qu, Guang Chen, Jing Zhang, Zhijun Li, Wei He, Dacheng Tao
2022	—	`conf`	Balancing Stability and Plasticity Through Advanced Null Space in Continual Learning. ECCV (26) Yajing Kong, Liu Liu, Zhen Wang, Dacheng Tao
2022	J	`jnl`	Balancing Stability and Plasticity through Advanced Null Space in Continual Learning. CoRR Yajing Kong, Liu Liu, Zhen Wang, Dacheng Tao
2022	A*	`conf`	BatchFormer: Learning to Explore Sample Relationships for Robust Representation Learning. CVPR Zhi Hou, Baosheng Yu, Dacheng Tao
2022	J	`jnl`	BatchFormer: Learning to Explore Sample Relationships for Robust Representation Learning. CoRR Zhi Hou, Baosheng Yu, Dacheng Tao
2022	J	`jnl`	BatchFormerV2: Exploring Sample Relationships for Dense Representation Learning. CoRR Zhi Hou, Baosheng Yu, Chaoyue Wang, Yibing Zhan, Dacheng Tao
2022	A*	`conf`	Benefits of Permutation-Equivariance in Auction Mechanisms. NeurIPS Tian Qin, Fengxiang He, Dingfeng Shi, Wenbing Huang, Dacheng Tao
2022	J	`jnl`	Benefits of Permutation-Equivariance in Auction Mechanisms. CoRR Tian Qin, Fengxiang He, Dingfeng Shi, Wenbing Huang, Dacheng Tao
2022	J	`jnl`	Beyond Greedy Search: Tracking by Multi-Agent Reinforcement Learning-Based Beam Search. IEEE Trans. Image Process. Xiao Wang, Zhe Chen, Bo Jiang, Jin Tang, Bin Luo, Dacheng Tao
2022	J	`jnl`	Beyond Greedy Search: Tracking by Multi-Agent Reinforcement Learning-based Beam Search. CoRR Xiao Wang, Zhe Chen, Jin Tang, Bin Luo, Dacheng Tao
2022	J	`jnl`	Boosting Factorization Machines via Saliency-Guided Mixup. CoRR Chenwang Wu, Defu Lian, Yong Ge, Min Zhou, Enhong Chen, Dacheng Tao
2022	A*	`conf`	Bridged Transformer for Vision and Point Cloud 3D Object Detection. CVPR Yikai Wang, TengQi Ye, Lele Cao, Wenbing Huang, Fuchun Sun, Fengxiang He, Dacheng Tao
2022	J	`jnl`	Bridged Transformer for Vision and Point Cloud 3D Object Detection. CoRR Yikai Wang, TengQi Ye, Lele Cao, Wenbing Huang, Fuchun Sun, Fengxiang He, Dacheng Tao
2022	J	`jnl`	Bridging Composite and Real: Towards End-to-End Deep Image Matting. Int. J. Comput. Vis. Jizhizi Li, Jing Zhang, Stephen J. Maybank, Dacheng Tao
2022	J	`jnl`	Bridging Cross-Lingual Gaps During Leveraging the Multilingual Sequence-to-Sequence Pretraining for Text Generation. CoRR Changtong Zan, Liang Ding, Li Shen, Yu Cao, Weifeng Liu, Dacheng Tao
2022	A*	`conf`	CGLB: Benchmark Tasks for Continual Graph Learning. NeurIPS Xikun Zhang, Dongjin Song, Dacheng Tao
2022	J	`jnl`	CODON: On Orchestrating Cross-Domain Attentions for Depth Super-Resolution. Int. J. Comput. Vis. Yuxiang Yang, Qi Cao, Jing Zhang, Dacheng Tao
2022	J	`jnl`	CartoonLossGAN: Learning Surface and Coloring of Images for Cartoonization. IEEE Trans. Image Process. Yongsheng Dong, Wei Tan, Dacheng Tao, Lintao Zheng, Xuelong Li
2022	J	`jnl`	Cherry Hypothesis: Identifying the Cherry on the Cake for Dynamic Networks. CoRR Shwai He, Liang Ding, Daize Dong, Boan Liu, Fuqiang Yu, Dacheng Tao
2022	J	`jnl`	Collaborative Pushing and Grasping of Tightly Stacked Objects via Deep Reinforcement Learning. IEEE CAA J. Autom. Sinica Yuxiang Yang, Zhihao Ni, Mingyu Gao, Jing Zhang, Dacheng Tao
2022	A*	`conf`	Continual Learning through Retrieval and Imagination. AAAI Zhen Wang, Liu Liu, Yiqun Duan, Dacheng Tao
2022	A*	`conf`	Continual Learning with Lifelong Vision Transformer. CVPR Zhen Wang, Liu Liu, Yiqun Duan, Yajing Kong, Dacheng Tao
2022	J	`jnl`	ContraFeat: Contrasting Deep Features for Semantic Discovery. CoRR Xinqi Zhu, Chang Xu, Dacheng Tao
2022	A*	`conf`	Contrastive Boundary Learning for Point Cloud Segmentation. CVPR Liyao Tang, Yibing Zhan, Zhe Chen, Baosheng Yu, Dacheng Tao
2022	J	`jnl`	Contrastive Boundary Learning for Point Cloud Segmentation. CoRR Liyao Tang, Yibing Zhan, Zhe Chen, Baosheng Yu, Dacheng Tao
2022	J	`jnl`	Cross-Modal Contrastive Learning for Robust Reasoning in VQA. CoRR Qi Zheng, Chaoyue Wang, Daqing Liu, Dadong Wang, Dacheng Tao
2022	J	`jnl`	DPText-DETR: Towards Better Scene Text Detection with Dynamic Points in Transformer. CoRR Maoyuan Ye, Jing Zhang, Shanshan Zhao, Juhua Liu, Bo Du, Dacheng Tao
2022	J	`jnl`	DUT: Learning Video Stabilization by Simply Watching Unstable Videos. IEEE Trans. Image Process. Yufei Xu, Jing Zhang, Stephen J. Maybank, Dacheng Tao
2022	A*	`conf`	DearKD: Data-Efficient Early Knowledge Distillation for Vision Transformers. CVPR Xianing Chen, Qiong Cao, Yujie Zhong, Jing Zhang, Shenghua Gao, Dacheng Tao
2022	J	`jnl`	DearKD: Data-Efficient Early Knowledge Distillation for Vision Transformers. CoRR Xianing Chen, Qiong Cao, Yujie Zhong, Jing Zhang, Shenghua Gao, Dacheng Tao
2022	J	`jnl`	DeepSolo: Let Transformer Decoder with Explicit Points Solo for Text Spotting. CoRR Maoyuan Ye, Jing Zhang, Shanshan Zhao, Juhua Liu, Tongliang Liu, Bo Du, Dacheng Tao
2022	A*	`conf`	Defensive Patches for Robust Recognition in the Physical World. CVPR Jiakai Wang, Zixin Yin, Pengfei Hu, Aishan Liu, Renshuai Tao, Haotong Qin, Xianglong Liu, Dacheng Tao
2022	J	`jnl`	Defensive Patches for Robust Recognition in the Physical World. CoRR Jiakai Wang, Zixin Yin, Pengfei Hu, Aishan Liu, Renshuai Tao, Haotong Qin, Xianglong Liu, Dacheng Tao
2022	J	`jnl`	Diff-Font: Diffusion Model for Robust One-Shot Font Generation. CoRR Haibin He, Xinyuan Chen, Chaoyue Wang, Juhua Liu, Bo Du, Dacheng Tao, Yu Qiao
2022	A*	`conf`	DisPFL: Towards Communication-Efficient Personalized Federated Learning via Decentralized Sparse Training. ICML Rong Dai, Li Shen, Fengxiang He, Xinmei Tian, Dacheng Tao
2022	J	`jnl`	DisPFL: Towards Communication-Efficient Personalized Federated Learning via Decentralized Sparse Training. CoRR Rong Dai, Li Shen, Fengxiang He, Xinmei Tian, Dacheng Tao
2022	—	`conf`	Discovering Human-Object Interaction Concepts via Self-Compositional Learning. ECCV (27) Zhi Hou, Baosheng Yu, Dacheng Tao
2022	J	`jnl`	Discovering Human-Object Interaction Concepts via Self-Compositional Learning. CoRR Zhi Hou, Baosheng Yu, Dacheng Tao
2022	A*	`conf`	Distillation Using Oracle Queries for Transformer-based Human-Object Interaction Detection. CVPR Xian Qu, Changxing Ding, Xingao Li, Xubin Zhong, Dacheng Tao
2022	J	`jnl`	Do We Really Need a Learnable Classifier at the End of Deep Neural Network? CoRR Yibo Yang, Liang Xie, Shixiang Chen, Xiangtai Li, Zhouchen Lin, Dacheng Tao
2022	J	`jnl`	Domain-Specific Risk Minimization. CoRR Yifan Zhang, Jindong Wang, Zhang Zhang, Baosheng Yu, Liang Wang, Dacheng Tao, Xing Xie
2022	J	`jnl`	Dynamic Contrastive Distillation for Image-Text Retrieval. CoRR Jun Rao, Liang Ding, Shuhan Qi, Meng Fang, Yang Liu, Li Shen, Dacheng Tao
2022	J	`jnl`	Dynamic Focus-aware Positional Queries for Semantic Segmentation. CoRR Haoyu He, Jianfei Cai, Zizheng Pan, Jing Liu, Jing Zhang, Dacheng Tao, Bohan Zhuang
2022	J	`jnl`	E2S2: Encoding-Enhanced Sequence-to-Sequence Pretraining for Language Understanding and Generation. CoRR Qihuang Zhong, Liang Ding, Juhua Liu, Bo Du, Dacheng Tao
2022	J	`jnl`	EATFormer: Improving Vision Transformer Inspired by Evolutionary Algorithm. CoRR Jiangning Zhang, Xiangtai Li, Yabiao Wang, Chengjie Wang, Yibo Yang, Yong Liu, Dacheng Tao
2022	J	`jnl`	Efficient Unsupervised Dimension Reduction for Streaming Multiview Data. IEEE Trans. Cybern. Liping Xie, Weili Guo, Haikun Wei, Yuanyan Tang, Dacheng Tao
2022	J	`jnl`	End2End Occluded Face Recognition by Masking Corrupted Features. IEEE Trans. Pattern Anal. Mach. Intell. Haibo Qiu, Dihong Gong, Zhifeng Li, Wei Liu, Dacheng Tao
2022	A*	`conf`	Escaping from the Barren Plateau via Gaussian Initializations in Deep Variational Quantum Circuits. NeurIPS Kaining Zhang, Liu Liu, Min-Hsiu Hsieh, Dacheng Tao
2022	J	`jnl`	Evaluating Model-free Reinforcement Learning toward Safety-critical Tasks. CoRR Linrui Zhang, Qin Zhang, Li Shen, Bo Yuan, Xueqian Wang, Dacheng Tao
2022	J	`jnl`	Exploring the Relationship between Architecture and Adversarially Robust Generalization. CoRR Shiyu Tang, Siyuan Liang, Ruihao Gong, Aishan Liu, Xianglong Liu, Dacheng Tao
2022	J	`jnl`	Exposure Trajectory Recovery From Motion Blur. IEEE Trans. Pattern Anal. Mach. Intell. Youjian Zhang, Chaoyue Wang, Stephen J. Maybank, Dacheng Tao
2022	A*	`conf`	FIBA: Frequency-Injection based Backdoor Attack in Medical Image Analysis. CVPR Yu Feng, Benteng Ma, Jing Zhang, Shanshan Zhao, Yong Xia, Dacheng Tao
2022	A*	`conf`	FP-DETR: Detection Transformer Advanced by Fully Pre-training. ICLR Wen Wang, Yang Cao, Jing Zhang, Dacheng Tao
2022	—	`conf`	Fashionformer: A Simple, Effective and Unified Baseline for Human Fashion Segmentation and Recognition. ECCV (37) Shilin Xu, Xiangtai Li, Jingbo Wang, Guangliang Cheng, Yunhai Tong, Dacheng Tao
2022	J	`jnl`	Fashionformer: A simple, Effective and Unified Baseline for Human Fashion Segmentation and Recognition. CoRR Shilin Xu, Xiangtai Li, Jingbo B. Wang, Guangliang Cheng, Yunhai Tong, Dacheng Tao
2022	J	`jnl`	Fast Class-Wise Updating for Online Hashing. IEEE Trans. Pattern Anal. Mach. Intell. Mingbao Lin, Rongrong Ji, Xiaoshuai Sun, Baochang Zhang, Feiyue Huang, Yonghong Tian, Dacheng Tao
2022	A*	`conf`	Few-shot Backdoor Defense Using Shapley Estimation. CVPR Jiyang Guan, Zhuozhuo Tu, Ran He, Dacheng Tao
2022	A*	`conf`	Fine-tuning Global Model via Data-Free Knowledge Distillation for Non-IID Federated Learning. CVPR Lin Zhang, Li Shen, Liang Ding, Dacheng Tao, Ling-Yu Duan
2022	J	`jnl`	Fine-tuning Global Model via Data-Free Knowledge Distillation for Non-IID Federated Learning. CoRR Lin Zhang, Li Shen, Liang Ding, Dacheng Tao, Ling-Yu Duan
2022	J	`jnl`	FogChain: A Blockchain-Based Peer-to-Peer Solar Power Trading System Powered by Fog AI. IEEE Internet Things J. Guanyu Gao, Chengru Song, T. G. Thusitha Asela Bandara, Meng Shen, Fan Yang, Wolf Posdorfer, Dacheng Tao, Yonggang Wen
2022	J	`jnl`	From Images to Textual Prompts: Zero-shot VQA with Frozen Large Language Models. CoRR Jiaxian Guo, Junnan Li, Dongxu Li, Anthony Meng Huat Tiong, Boyang Li, Dacheng Tao, Steven C. H. Hoi
2022	J	`jnl`	GAN-MDF: An Enabling Method for Multifidelity Data Fusion. IEEE Internet Things J. Lixue Liu, Xueguan Song, Chao Zhang, Dacheng Tao
2022	J	`jnl`	GFNet: Geometric Flow Network for 3D Point Cloud Semantic Segmentation. CoRR Haibo Qiu, Baosheng Yu, Dacheng Tao
2022	J	`jnl`	GFNet: Geometric Flow Network for 3D Point Cloud Semantic Segmentation. Trans. Mach. Learn. Res. Haibo Qiu, Baosheng Yu, Dacheng Tao
2022	A*	`conf`	GMFlow: Learning Optical Flow via Global Matching. CVPR Haofei Xu, Jing Zhang, Jianfei Cai, Hamid Rezatofighi, Dacheng Tao
2022	A*	`conf`	GT-MUST: Gated Try-on by Learning the Mannequin-Specific Transformation. ACM Multimedia Ning Wang, Jing Zhang, Lefei Zhang, Dacheng Tao
2022	J	`jnl`	Gait Phase Classification for a Lower Limb Exoskeleton System Based on a Graph Convolutional Network Model. IEEE Trans. Ind. Electron. Xinyu Wu, Ye Yuan, Xikun Zhang, Can Wang, Tiantian Xu, Dacheng Tao
2022	J	`jnl`	Gaussian initializations help deep variational quantum circuits escape from the barren plateau. CoRR Kaining Zhang, Min-Hsiu Hsieh, Liu Liu, Dacheng Tao
2022	J	`jnl`	Generating Holistic 3D Human Motion from Speech. CoRR Hongwei Yi, Hualin Liang, Yifei Liu, Qiong Cao, Yandong Wen, Timo Bolkart, Dacheng Tao, Michael J. Black
2022	J	`jnl`	Global-Local Interplay in Semantic Alignment for Few-Shot Learning. IEEE Trans. Circuits Syst. Video Technol. Fusheng Hao, Fengxiang He, Jun Cheng, Dacheng Tao
2022	J	`jnl`	Graph Pooling for Graph Neural Networks: Progress, Challenges, and Opportunities. CoRR Chuang Liu, Yibing Zhan, Chang Li, Bo Du, Jia Wu, Wenbin Hu, Tongliang Liu, Dacheng Tao
2022	J	`jnl`	Grounded Affordance from Exocentric View. CoRR Hongchen Luo, Wei Zhai, Jing Zhang, Yang Cao, Dacheng Tao
2022	A*	`conf`	HL-Net: Heterophily Learning Network for Scene Graph Generation. CVPR Xin Lin, Changxing Ding, Yibing Zhan, Zijian Li, Dacheng Tao
2022	J	`jnl`	HL-Net: Heterophily Learning Network for Scene Graph Generation. CoRR Xin Lin, Changxing Ding, Yibing Zhan, Zijian Li, Dacheng Tao
2022	A*	`conf`	Harnessing Perceptual Adversarial Patches for Crowd Counting. CCS Shunchang Liu, Jiakai Wang, Aishan Liu, Yingwei Li, Yijie Gao, Xianglong Liu, Dacheng Tao
2022	J	`jnl`	Heatmap Regression via Randomized Rounding. IEEE Trans. Pattern Anal. Mach. Intell. Baosheng Yu, Dacheng Tao
2022	J	`jnl`	Heterogeneous Graph Attention Network for Unsupervised Multiple-Target Domain Adaptation. IEEE Trans. Pattern Anal. Mach. Intell. Xu Yang, Cheng Deng, Tongliang Liu, Dacheng Tao
2022	Misc	`conf`	Heterogeneous Multi-commodity Network Flows over Time. CSR Yifen Li, Xiaohui Bei, Youming Qiao, Dacheng Tao, Zhiya Chen
2022	J	`jnl`	Hierarchical Deep Click Feature Prediction for Fine-Grained Image Recognition. IEEE Trans. Pattern Anal. Mach. Intell. Jun Yu, Min Tan, Hongyuan Zhang, Yong Rui, Dacheng Tao
2022	J	`jnl`	Hierarchical Perceptual Noise Injection for Social Media Fingerprint Privacy Protection. CoRR Simin Li, Huangxinxin Xu, Jiakai Wang, Aishan Liu, Fazhi He, Xianglong Liu, Dacheng Tao
2022	A*	`conf`	Huber Additive Models for Non-stationary Time Series Analysis. ICLR Yingjie Wang, Xianrui Zhong, Fengxiang He, Hong Chen, Dacheng Tao
2022	J	`jnl`	Hyper-relationship Learning Network for Scene Graph Generation. CoRR Yibing Zhan, Zhi Chen, Jun Yu, Baosheng Yu, Dacheng Tao, Yong Luo
2022	J	`jnl`	I3CL: Intra- and Inter-Instance Collaborative Learning for Arbitrary-Shaped Scene Text Detection. Int. J. Comput. Vis. Bo Du, Jian Ye, Jing Zhang, Juhua Liu, Dacheng Tao
2022	J	`jnl`	Identifiability and Asymptotics in Learning Homogeneous Linear ODE Systems from Discrete Observations. CoRR Yuanyuan Wang, Wei Huang, Mingming Gong, Xi Geng, Tongliang Liu, Kun Zhang, Dacheng Tao
2022	A*	`conf`	Identity-Disentangled Adversarial Augmentation for Self-supervised Learning. ICML Kaiwen Yang, Tianyi Zhou, Xinmei Tian, Dacheng Tao
2022	J	`jnl`	Imposing Semantic Consistency of Local Descriptors for Few-Shot Learning. IEEE Trans. Image Process. Jun Cheng, Fusheng Hao, Liu Liu, Dacheng Tao
2022	J	`jnl`	Improving Neural Machine Translation by Denoising Training. CoRR Liang Ding, Keqin Peng, Dacheng Tao
2022	—	`conf`	Improving Sharpness-Aware Minimization with Fisher Mask for Better Generalization on Language Models. EMNLP (Findings) Qihuang Zhong, Liang Ding, Li Shen, Peng Mi, Juhua Liu, Bo Du, Dacheng Tao
2022	J	`jnl`	Improving Sharpness-Aware Minimization with Fisher Mask for Better Generalization on Language Models. CoRR Qihuang Zhong, Liang Ding, Li Shen, Peng Mi, Juhua Liu, Bo Du, Dacheng Tao
2022	J	`jnl`	Improving Simultaneous Machine Translation with Monolingual Data. CoRR Hexuan Deng, Liang Ding, Xuebo Liu, Meishan Zhang, Dacheng Tao, Min Zhang
2022	J	`jnl`	Incremental Zero-Shot Learning. IEEE Trans. Cybern. Kun Wei, Cheng Deng, Xu Yang, Dacheng Tao
2022	A*	`conf`	Inducing Neural Collapse in Imbalanced Learning: Do We Really Need a Learnable Classifier at the End of Deep Neural Network? NeurIPS Yibo Yang, Shixiang Chen, Xiangtai Li, Liang Xie, Zhouchen Lin, Dacheng Tao
2022	J	`jnl`	Information-Theoretic Odometry Learning. CoRR Sen Zhang, Jing Zhang, Dacheng Tao
2022	J	`jnl`	Information-Theoretic Odometry Learning. Int. J. Comput. Vis. Sen Zhang, Jing Zhang, Dacheng Tao
2022	J	`jnl`	Instance-Dependent Positive and Unlabeled Learning With Labeling Bias Estimation. IEEE Trans. Pattern Anal. Mach. Intell. Chen Gong, Qizhou Wang, Tongliang Liu, Bo Han, Jane You, Jian Yang, Dacheng Tao
2022	—	`conf`	JPerceiver: Joint Perception Network for Depth, Pose and Layout Estimation in Driving Scenes. ECCV (38) Haimei Zhao, Jing Zhang, Sen Zhang, Dacheng Tao
2022	J	`jnl`	JPerceiver: Joint Perception Network for Depth, Pose and Layout Estimation in Driving Scenes. CoRR Haimei Zhao, Jing Zhang, Sen Zhang, Dacheng Tao
2022	J	`jnl`	Knowledge Graph Augmented Network Towards Multiview Representation Learning for Aspect-based Sentiment Analysis. CoRR Qihuang Zhong, Liang Ding, Juhua Liu, Bo Du, Hua Jin, Dacheng Tao
2022	C	`conf`	Knowledge Graph enhanced Multimodal Learning for Few-shot Visual Recognition. MMSP Mengya Han, Yibing Zhan, Baosheng Yu, Yong Luo, Bo Du, Dacheng Tao
2022	A*	`conf`	Knowledge Removal in Sampling-based Bayesian Inference. ICLR Shaopeng Fu, Fengxiang He, Dacheng Tao
2022	J	`jnl`	Knowledge Removal in Sampling-based Bayesian Inference. CoRR Shaopeng Fu, Fengxiang He, Dacheng Tao
2022	J	`jnl`	Knowledge-Aware Federated Active Learning with Non-IID Data. CoRR Yu-Tong Cao, Jingya Wang, Ye Shi, Baosheng Yu, Dacheng Tao
2022	J	`jnl`	Laplacian Welsch Regularization for Robust Semisupervised Learning. IEEE Trans. Cybern. Jingchen Ke, Chen Gong, Tongliang Liu, Lin Zhao, Jian Yang, Dacheng Tao
2022	A*	`conf`	Learning Affordance Grounding from Exocentric Images. CVPR Hongchen Luo, Wei Zhai, Jing Zhang, Yang Cao, Dacheng Tao
2022	J	`jnl`	Learning Affordance Grounding from Exocentric Images. CoRR Hongchen Luo, Wei Zhai, Jing Zhang, Yang Cao, Dacheng Tao
2022	—	`conf`	Learning Graph Neural Networks for Image Style Transfer. ECCV (7) Yongcheng Jing, Yining Mao, Yiding Yang, Yibing Zhan, Mingli Song, Xinchao Wang, Dacheng Tao
2022	J	`jnl`	Learning Graph Neural Networks for Image Style Transfer. CoRR Yongcheng Jing, Yining Mao, Yiding Yang, Yibing Zhan, Mingli Song, Xinchao Wang, Dacheng Tao
2022	J	`jnl`	Learning Versatile Convolution Filters for Efficient Visual Recognition. IEEE Trans. Pattern Anal. Mach. Intell. Kai Han, Yunhe Wang, Chang Xu, Chunjing Xu, Enhua Wu, Dacheng Tao
2022	A*	`conf`	Learning to Collaborate in Decentralized Learning of Personalized Models. CVPR Shuangtong Li, Tianyi Zhou, Xinmei Tian, Dacheng Tao
2022	J	`jnl`	Learning to Learn Better for Video Object Segmentation. CoRR Meng Lan, Jing Zhang, Lefei Zhang, Dacheng Tao
2022	J	`jnl`	Localizing Scan Targets from Human Pose for Autonomous Lung Ultrasound Imaging. CoRR Jianzhi Long, Jicang Cai, Abdullah F. Al-Battal, Shiwei Jin, Jing Zhang, Dacheng Tao, Truong Nguyen
2022	A*	`conf`	Make Sharpness-Aware Minimization Stronger: A Sparsified Perturbation Approach. NeurIPS Peng Mi, Li Shen, Tianhe Ren, Yiyi Zhou, Xiaoshuai Sun, Rongrong Ji, Dacheng Tao
2022	J	`jnl`	Make Sharpness-Aware Minimization Stronger: A Sparsified Perturbation Approach. CoRR Peng Mi, Li Shen, Tianhe Ren, Yiyi Zhou, Xiaoshuai Sun, Rongrong Ji, Dacheng Tao
2022	J	`jnl`	Mapping Emulation for Knowledge Distillation. CoRR Jing Ma, Xiang Xiang, Zihan Zhang, Yuwen Tan, Yiming Wan, Zhigang Zeng, Dacheng Tao
2022	A*	`conf`	Modeling Image Composition for Complex Scene Generation. CVPR Zuopeng Yang, Daqing Liu, Chaoyue Wang, Jie Yang, Dacheng Tao
2022	J	`jnl`	Modeling Image Composition for Complex Scene Generation. CoRR Zuopeng Yang, Daqing Liu, Chaoyue Wang, Jie Yang, Dacheng Tao
2022	J	`jnl`	Multi-Task Learning With Coarse Priors for Robust Part-Aware Person Re-Identification. IEEE Trans. Pattern Anal. Mach. Intell. Changxing Ding, Kan Wang, Pengfei Wang, Dacheng Tao
2022	J	`jnl`	Multi-Task Learning with Multi-query Transformer for Dense Prediction. CoRR Yangyang Xu, Xiangtai Li, Haobo Yuan, Yibo Yang, Jing Zhang, Yunhai Tong, Lefei Zhang, Dacheng Tao
2022	J	`jnl`	Multibranch Adversarial Regression for Domain Adaptative Hand Pose Estimation. IEEE Trans. Circuits Syst. Video Technol. Rui Jin, Jing Zhang, Jianyu Yang, Dacheng Tao
2022	J	`jnl`	Neural Maximum A Posteriori Estimation on Unpaired Data for Motion Deblurring. CoRR Youjian Zhang, Chaoyue Wang, Dacheng Tao
2022	J	`jnl`	Not All Instances Contribute Equally: Instance-adaptive Class Representation Learning for Few-Shot Visual Recognition. CoRR Mengya Han, Yibing Zhan, Yong Luo, Bo Du, Han Hu, Yonggang Wen, Dacheng Tao
2022	J	`jnl`	Object-Agnostic Transformers for Video Referring Segmentation. IEEE Trans. Image Process. Xu Yang, Hao Wang, De Xie, Cheng Deng, Dacheng Tao
2022	J	`jnl`	Occlusion Boundary: A Formal Definition & Its Detection via Deep Exploration of Context. IEEE Trans. Pattern Anal. Mach. Intell. Chaohui Wang, Huan Fu, Dacheng Tao, Michael J. Black
2022	J	`jnl`	On Robust Cross-View Consistency in Self-Supervised Monocular Depth Estimation. CoRR Haimei Zhao, Jing Zhang, Zhuo Chen, Bo Yuan, Dacheng Tao
2022	J	`jnl`	On Transforming Reinforcement Learning by Transformer: The Development Trajectory. CoRR Shengchao Hu, Li Shen, Ya Zhang, Yixin Chen, Dacheng Tao
2022	B	`conf`	On the Complementarity between Pre-Training and Random-Initialization for Resource-Rich Machine Translation. COLING Changtong Zan, Liang Ding, Li Shen, Yu Cao, Weifeng Liu, Dacheng Tao
2022	J	`jnl`	On the Complementarity between Pre-Training and Random-Initialization for Resource-Rich Machine Translation. CoRR Changtong Zan, Liang Ding, Li Shen, Yu Cao, Weifeng Liu, Dacheng Tao
2022	J	`jnl`	On the Rates of Convergence From Surrogate Risk Minimizers to the Bayes Optimal Classifier. IEEE Trans. Neural Networks Learn. Syst. Jingwei Zhang, Tongliang Liu, Dacheng Tao
2022	J	`jnl`	One-Shot Object Affordance Detection in the Wild. Int. J. Comput. Vis. Wei Zhai, Hongchen Luo, Jing Zhang, Yang Cao, Dacheng Tao
2022	—	`conf`	Online Continual Learning with Contrastive Vision Transformer. ECCV (20) Zhen Wang, Liu Liu, Yajing Kong, Jiaxian Guo, Dacheng Tao
2022	J	`jnl`	Online Continual Learning with Contrastive Vision Transformer. CoRR Zhen Wang, Liu Liu, Yajing Kong, Jiaxian Guo, Dacheng Tao
2022	J	`jnl`	Optimizing Latent Distributions for Non-Adversarial Generative Networks. IEEE Trans. Pattern Anal. Mach. Intell. Tianyu Guo, Chang Xu, Boxin Shi, Chao Xu, Dacheng Tao
2022	J	`jnl`	Original or Translated? On the Use of Parallel Data for Translation Quality Estimation. CoRR Baopu Qiu, Liang Ding, Di Wu, Lin Shang, Yibing Zhan, Dacheng Tao
2022	J	`jnl`	PANDA: Prompt Transfer Meets Knowledge Distillation for Efficient Model Adaptation. CoRR Qihuang Zhong, Liang Ding, Juhua Liu, Bo Du, Dacheng Tao
2022	—	`conf`	Panoptic-PartFormer: Learning a Unified Model for Panoptic Part Segmentation. ECCV (27) Xiangtai Li, Shilin Xu, Yibo Yang, Guangliang Cheng, Yunhai Tong, Dacheng Tao
2022	J	`jnl`	Panoptic-PartFormer: Learning a Unified Model for Panoptic Part Segmentation. CoRR Xiangtai Li, Shilin Xu, Yibo Yang, Guangliang Cheng, Yunhai Tong, Dacheng Tao
2022	J	`jnl`	Parameter-Efficient and Student-Friendly Knowledge Distillation. CoRR Jun Rao, Xv Meng, Liang Ding, Shuhan Qi, Dacheng Tao
2022	A*	`conf`	Patch Slimming for Efficient Vision Transformers. CVPR Yehui Tang, Kai Han, Yunhe Wang, Chang Xu, Jianyuan Guo, Chao Xu, Dacheng Tao
2022	A*	`conf`	Penalized Proximal Policy Optimization for Safe Reinforcement Learning. IJCAI Linrui Zhang, Li Shen, Long Yang, Shixiang Chen, Xueqian Wang, Bo Yuan, Dacheng Tao
2022	J	`jnl`	Penalized Proximal Policy Optimization for Safe Reinforcement Learning. CoRR Linrui Zhang, Li Shen, Long Yang, Shixiang Chen, Bo Yuan, Xueqian Wang, Dacheng Tao
2022	—	`conf`	PolyphonicFormer: Unified Query Learning for Depth-Aware Video Panoptic Segmentation. ECCV (27) Haobo Yuan, Xiangtai Li, Yibo Yang, Guangliang Cheng, Jing Zhang, Yunhai Tong, Lefei Zhang, Dacheng Tao
2022	J	`jnl`	PromptPose: Language Prompt Helps Animal Pose Estimation. CoRR Xu Zhang, Wen Wang, Zhe Chen, Jing Zhang, Dacheng Tao
2022	J	`jnl`	Quality-aware Part Models for Occluded Person Re-identification. CoRR Pengfei Wang, Changxing Ding, Zhiyin Shao, Zhibin Hong, Shengli Zhang, Dacheng Tao
2022	J	`jnl`	Quantum Differentially Private Sparse Regression Learning. IEEE Trans. Inf. Theory Yuxuan Du, Min-Hsiu Hsieh, Tongliang Liu, Shan You, Dacheng Tao
2022	A*	`conf`	RU-Net: Regularized Unrolling Network for Scene Graph Generation. CVPR Xin Lin, Changxing Ding, Jing Zhang, Yibing Zhan, Dacheng Tao
2022	J	`jnl`	RU-Net: Regularized Unrolling Network for Scene Graph Generation. CoRR Xin Lin, Changxing Ding, Jing Zhang, Yibing Zhan, Dacheng Tao
2022	—	`conf`	ReAct: Temporal Action Detection with Relational Queries. ECCV (10) Dingfeng Shi, Yujie Zhong, Qiong Cao, Jing Zhang, Lin Ma, Jia Li, Dacheng Tao
2022	J	`jnl`	ReAct: Temporal Action Detection with Relational Queries. CoRR Dingfeng Shi, Yujie Zhong, Qiong Cao, Jing Zhang, Lin Ma, Jia Li, Dacheng Tao
2022	J	`jnl`	Recent Advances for Quantum Neural Networks in Generative Learning. CoRR Jinkai Tian, Xiaoyu Sun, Yuxuan Du, Shanshan Zhao, Qing Liu, Kaining Zhang, Wei Yi, Wanrong Huang, Chaoyue Wang, Xingyao Wu, Min-Hsiu Hsieh, Tongliang Liu, Wenjing Yang, Dacheng Tao
2022	A*	`conf`	Recurrent Glimpse-based Decoder for Detection with Transformer. CVPR Zhe Chen, Jing Zhang, Dacheng Tao
2022	—	`conf`	Redistributing Low-Frequency Words: Making the Most of Monolingual Data in Non-Autoregressive Translation. ACL (1) Liang Ding, Longyue Wang, Shuming Shi, Dacheng Tao, Zhaopeng Tu
2022	J	`jnl`	Referring Image Matting. CoRR Jizhizi Li, Jing Zhang, Dacheng Tao
2022	—	`conf`	RegionCL: Exploring Contrastive Region Pairs for Self-supervised Representation Learning. ECCV (33) Yufei Xu, Qiming Zhang, Jing Zhang, Dacheng Tao
2022	J	`jnl`	Responsible Active Learning via Human-in-the-loop Peer Study. CoRR Yu-Tong Cao, Jingya Wang, Baosheng Yu, Dacheng Tao
2022	A*	`conf`	Rethinking Class-Prior Estimation for Positive-Unlabeled Learning. ICLR Yu Yao, Tongliang Liu, Bo Han, Mingming Gong, Gang Niu, Masashi Sugiyama, Dacheng Tao
2022	J	`jnl`	Rethinking Hierarchies in Pre-trained Plain Vision Transformer. CoRR Yufei Xu, Jing Zhang, Qiming Zhang, Dacheng Tao
2022	J	`jnl`	Rethinking Portrait Matting with Privacy Preserving. CoRR Sihan Ma, Jizhizi Li, Jing Zhang, He Zhang, Dacheng Tao
2022	J	`jnl`	Revisiting PINNs: Generative Adversarial Physics-informed Neural Networks and Point-weighting Method. CoRR Wensheng Li, Chao Zhang, Chuncheng Wang, Hanting Guan, Dacheng Tao
2022	C	`conf`	Robust Metric Boosts Transfer. MMSP Qiancheng Yang, Yong Luo, Han Hu, Xin Zhou, Bo Du, Dacheng Tao
2022	J	`jnl`	Robust Object Detection via Adversarial Novel Style Exploration. IEEE Trans. Image Process. Wen Wang, Jing Zhang, Wei Zhai, Yang Cao, Dacheng Tao
2022	J	`jnl`	Robust Unlearnable Examples: Protecting Data Against Adversarial Learning. CoRR Shaopeng Fu, Fengxiang He, Yang Liu, Li Shen, Dacheng Tao
2022	A*	`conf`	Robust Unlearnable Examples: Protecting Data Privacy Against Adversarial Learning. ICLR Shaopeng Fu, Fengxiang He, Yang Liu, Li Shen, Dacheng Tao
2022	A*	`conf`	SASA: Semantics-Augmented Set Abstraction for Point-Based 3D Object Detection. AAAI Chen Chen, Zhe Chen, Jing Zhang, Dacheng Tao
2022	J	`jnl`	SASA: Semantics-Augmented Set Abstraction for Point-based 3D Object Detection. CoRR Chen Chen, Zhe Chen, Jing Zhang, Dacheng Tao
2022	J	`jnl`	SFNet: Faster, Accurate, and Domain Agnostic Semantic Segmentation via Semantic Flow. CoRR Xiangtai Li, Jiangning Zhang, Yibo Yang, Guangliang Cheng, Kuiyuan Yang, Yunhai Tong, Dacheng Tao
2022	J	`jnl`	SLLEN: Semantic-aware Low-light Image Enhancement Network. CoRR Mingye Ju, Charles A. Guo, Chuheng Chen, Jinshan Pan, Jinhui Tang, Dacheng Tao
2022	—	`conf`	ST-P3: End-to-End Vision-Based Autonomous Driving via Spatial-Temporal Feature Learning. ECCV (38) Shengchao Hu, Li Chen, Penghao Wu, Hongyang Li, Junchi Yan, Dacheng Tao
2022	J	`jnl`	ST-P3: End-to-end Vision-based Autonomous Driving via Spatial-Temporal Feature Learning. CoRR Shengchao Hu, Li Chen, Penghao Wu, Hongyang Li, Junchi Yan, Dacheng Tao
2022	A	`conf`	Safety Correction from Baseline: Towards the Risk-aware Policy in Robotics via Dual-agent Reinforcement Learning. IROS Linrui Zhang, Zichen Yan, Li Shen, Shoujie Li, Xueqian Wang, Dacheng Tao
2022	J	`jnl`	Safety Correction from Baseline: Towards the Risk-aware Policy in Robotics via Dual-agent Reinforcement Learning. CoRR Linrui Zhang, Zichen Yan, Li Shen, Shoujie Li, Xueqian Wang, Dacheng Tao
2022	A*	`conf`	Self-augmented Unpaired Image Dehazing via Density and Depth Decomposition. CVPR Yang Yang, Chaoyue Wang, Risheng Liu, Lin Zhang, Xiaojie Guo, Dacheng Tao
2022	J	`jnl`	Semantic Edge Detection with Diverse Deep Supervision. Int. J. Comput. Vis. Yun Liu, Ming-Ming Cheng, Deng-Ping Fan, Le Zhang, Jia-Wang Bian, Dacheng Tao
2022	J	`jnl`	Shortcut Learning of Large Language Models in Natural Language Understanding: A Survey. CoRR Mengnan Du, Fengxiang He, Na Zou, Dacheng Tao, Xia Hu
2022	J	`jnl`	Shuffle-QUDIO: accelerate distributed VQE with trainability enhancement and measurement reduction. CoRR Yang Qian, Yuxuan Du, Dacheng Tao
2022	A*	`conf`	Source-Free Domain Adaptation via Distribution Estimation. CVPR Ning Ding, Yixing Xu, Yehui Tang, Chao Xu, Yunhe Wang, Dacheng Tao
2022	J	`jnl`	Source-Free Domain Adaptation via Distribution Estimation. CoRR Ning Ding, Yixing Xu, Yehui Tang, Chao Xu, Yunhe Wang, Dacheng Tao
2022	—	`conf`	SparseAdapter: An Easy Approach for Improving the Parameter-Efficiency of Adapters. EMNLP (Findings) Shwai He, Liang Ding, Daize Dong, Jeremy Zhang, Dacheng Tao
2022	J	`jnl`	SparseAdapter: An Easy Approach for Improving the Parameter-Efficiency of Adapters. CoRR Shwai He, Liang Ding, Daize Dong, Miao Zhang, Dacheng Tao
2022	A*	`conf`	Sparsified Subgraph Memory for Continual Graph Representation Learning. ICDM Xikun Zhang, Dongjin Song, Dacheng Tao
2022	J	`jnl`	Stagewise Unsupervised Domain Adaptation With Adversarial Self-Training for Road Segmentation of Remote-Sensing Images. IEEE Trans. Geosci. Remote. Sens. Lefei Zhang, Meng Lan, Jing Zhang, Dacheng Tao
2022	J	`jnl`	Super-model ecosystem: A domain-adaptation perspective. CoRR Fengxiang He, Dacheng Tao
2022	J	`jnl`	Symmetric Pruning in Quantum Neural Networks. CoRR Xinbiao Wang, Junyu Liu, Tongliang Liu, Yong Luo, Yuxuan Du, Dacheng Tao
2022	A*	`conf`	TASA: Deceiving Question Answering Models by Twin Answer Sentences Attack. EMNLP Yu Cao, Dianqi Li, Meng Fang, Tianyi Zhou, Jun Gao, Yibing Zhan, Dacheng Tao
2022	J	`jnl`	TASA: Deceiving Question Answering Models by Twin Answer Sentences Attack. CoRR Yu Cao, Dianqi Li, Meng Fang, Tianyi Zhou, Jun Gao, Yibing Zhan, Dacheng Tao
2022	J	`jnl`	Theory of Quantum Generative Learning Models with Maximum Mean Discrepancy. CoRR Yuxuan Du, Zhuozhuo Tu, Bujiao Wu, Xiao Yuan, Dacheng Tao
2022	J	`jnl`	TimeAutoAD: Autonomous Anomaly Detection With Self-Supervised Contrastive Loss for Multivariate Time Series. IEEE Trans. Netw. Sci. Eng. Yang Jiao, Kai Yang, Dongjin Song, Dacheng Tao
2022	A*	`conf`	Topology-aware Generalization of Decentralized SGD. ICML Tongtian Zhu, Fengxiang He, Lan Zhang, Zhengyang Niu, Mingli Song, Dacheng Tao
2022	J	`jnl`	Topology-aware Generalization of Decentralized SGD. CoRR Tongtian Zhu, Fengxiang He, Lan Zhang, Zhengyang Niu, Mingli Song, Dacheng Tao
2022	J	`jnl`	Toward Efficient Language Model Pretraining and Downstream Adaptation via Self-Evolution: A Case Study on SuperGLUE. CoRR Qihuang Zhong, Liang Ding, Yibing Zhan, Yu Qiao, Yonggang Wen, Li Shen, Juhua Liu, Baosheng Yu, Bo Du, Yixin Chen, Xinbo Gao, Chunyan Miao, Xiaoou Tang, Dacheng Tao
2022	J	`jnl`	Toward Human-Like Evaluation for Natural Language Generation with Error Analysis. CoRR Qingyu Lu, Liang Ding, Liping Xie, Kanjian Zhang, Derek F. Wong, Dacheng Tao
2022	J	`jnl`	Toward Real-world Single Image Deraining: A New Benchmark and Beyond. CoRR Wei Li, Qiming Zhang, Jing Zhang, Zhen Huang, Xinmei Tian, Dacheng Tao
2022	—	`conf`	Towards Data-Efficient Detection Transformers. ECCV (9) Wen Wang, Jing Zhang, Yang Cao, Yongliang Shen, Dacheng Tao
2022	J	`jnl`	Towards Data-Efficient Detection Transformers. CoRR Wen Wang, Jing Zhang, Yang Cao, Yongliang Shen, Dacheng Tao
2022	J	`jnl`	Towards Robust Referring Image Segmentation. CoRR Jianzong Wu, Xiangtai Li, Xia Li, Henghui Ding, Yunhai Tong, Dacheng Tao
2022	A*	`conf`	Towards Scale Consistent Monocular Visual Odometry by Learning from the Virtual World. ICRA Sen Zhang, Jing Zhang, Dacheng Tao
2022	J	`jnl`	Towards Scale Consistent Monocular Visual Odometry by Learning from the Virtual World. CoRR Sen Zhang, Jing Zhang, Dacheng Tao
2022	—	`conf`	Towards Scale-Aware, Robust, and Generalizable Unsupervised Monocular Depth Estimation by Integrating IMU Motion Dynamics. ECCV (38) Sen Zhang, Jing Zhang, Dacheng Tao
2022	J	`jnl`	Towards Scale-Aware, Robust, and Generalizable Unsupervised Monocular Depth Estimation by Integrating IMU Motion Dynamics. CoRR Sen Zhang, Jing Zhang, Dacheng Tao
2022	J	`jnl`	TransVOD: End-to-end Video Object Detection with Spatial-Temporal Transformers. CoRR Qianyu Zhou, Xiangtai Li, Lu He, Yibo Yang, Guangliang Cheng, Yunhai Tong, Lizhuang Ma, Dacheng Tao
2022	J	`jnl`	Transferable Coupled Network for Zero-Shot Sketch-Based Image Retrieval. IEEE Trans. Pattern Anal. Mach. Intell. Hao Wang, Cheng Deng, Tongliang Liu, Dacheng Tao
2022	J	`jnl`	Transformer-based Context Condensation for Boosting Feature Pyramids in Object Detection. CoRR Zhe Chen, Jing Zhang, Yufei Xu, Dacheng Tao
2022	J	`jnl`	Understanding deep learning via decision boundary. CoRR Shiye Lei, Fengxiang He, Yancheng Yuan, Dacheng Tao
2022	J	`jnl`	Unified Discrete Diffusion for Simultaneous Vision-Language Generation. CoRR Minghui Hu, Chuanxia Zheng, Heliang Zheng, Tat-Jen Cham, Chaoyue Wang, Zuopeng Yang, Dacheng Tao, Ponnuthurai N. Suganthan
2022	J	`jnl`	Unifying Flow, Stereo and Depth Estimation. CoRR Haofei Xu, Jing Zhang, Jianfei Cai, Hamid Rezatofighi, Fisher Yu, Dacheng Tao, Andreas Geiger
2022	—	`conf`	VSA: Learning Varied-Size Window Attention in Vision Transformers. ECCV (25) Qiming Zhang, Yufei Xu, Jing Zhang, Dacheng Tao
2022	J	`jnl`	VSA: Learning Varied-Size Window Attention in Vision Transformers. CoRR Qiming Zhang, Yufei Xu, Jing Zhang, Dacheng Tao
2022	J	`jnl`	Variance Reduced Methods for Non-Convex Composition Optimization. IEEE Trans. Pattern Anal. Mach. Intell. Liu Liu, Ji Liu, Dacheng Tao
2022	J	`jnl`	Variational Distillation for Multi-View Learning. CoRR Xudong Tian, Zhizhong Zhang, Cong Wang, Wensheng Zhang, Yanyun Qu, Lizhuang Ma, Zongze Wu, Yuan Xie, Dacheng Tao
2022	—	`conf`	Vega-MT: The JD Explore Academy Machine Translation System for WMT22. WMT Changtong Zan, Keqin Peng, Liang Ding, Baopu Qiu, Boan Liu, Shwai He, Qingyu Lu, Zheng Zhang, Chuang Liu, Weifeng Liu, Yibing Zhan, Dacheng Tao
2022	J	`jnl`	Vega-MT: The JD Explore Academy Translation System for WMT22. CoRR Changtong Zan, Keqin Peng, Liang Ding, Baopu Qiu, Boan Liu, Shwai He, Qingyu Lu, Zheng Zhang, Chuang Liu, Weifeng Liu, Yibing Zhan, Dacheng Tao
2022	J	`jnl`	ViTAEv2: Vision Transformer Advanced by Exploring Inductive Bias for Image Recognition and Beyond. CoRR Qiming Zhang, Yufei Xu, Jing Zhang, Dacheng Tao
2022	J	`jnl`	ViTPose+: Vision Transformer Foundation Model for Generic Body Pose Estimation. CoRR Yufei Xu, Jing Zhang, Qiming Zhang, Dacheng Tao
2022	A*	`conf`	ViTPose: Simple Vision Transformer Baselines for Human Pose Estimation. NeurIPS Yufei Xu, Jing Zhang, Qiming Zhang, Dacheng Tao
2022	J	`jnl`	ViTPose: Simple Vision Transformer Baselines for Human Pose Estimation. CoRR Yufei Xu, Jing Zhang, Qiming Zhang, Dacheng Tao
2022	J	`jnl`	Visual Relationship Detection: A Survey. IEEE Trans. Cybern. Jun Cheng, Lei Wang, Jiaji Wu, Xiping Hu, Gwanggil Jeon, Dacheng Tao, MengChu Zhou
2022	J	`jnl`	Visual Superordinate Abstraction for Robust Concept Learning. CoRR Qi Zheng, Chaoyue Wang, Dadong Wang, Dacheng Tao
2022	J	`jnl`	Where Does the Performance Improvement Come From? - A Reproducibility Concern about Image-Text Retrieval. CoRR Jun Rao, Fei Wang, Liang Ding, Shuhan Qi, Yibing Zhan, Weifeng Liu, Dacheng Tao
2022	A*	`conf`	Where Does the Performance Improvement Come From?: - A Reproducibility Concern about Image-Text Retrieval. SIGIR Jun Rao, Fei Wang, Liang Ding, Shuhan Qi, Yibing Zhan, Weifeng Liu, Dacheng Tao
2022	J	`jnl`	Wide-Angle Image Rectification: A Survey. Int. J. Comput. Vis. Jinlong Fan, Jing Zhang, Stephen J. Maybank, Dacheng Tao
2021	J	`jnl`	3D-FUTURE: 3D Furniture Shape with TextURE. Int. J. Comput. Vis. Huan Fu, Rongfei Jia, Lin Gao, Mingming Gong, Binqiang Zhao, Stephen J. Maybank, Dacheng Tao
2021	A*	`conf`	A Comprehensive Survey on Image Dehazing Based on Deep Learning. IJCAI Jie Gui, Xiaofeng Cong, Yuan Cao, Wenqi Ren, Jun Zhang, Jing Zhang, Dacheng Tao
2021	J	`jnl`	A Comprehensive Survey on Image Dehazing Based on Deep Learning. CoRR Jie Gui, Xiaofeng Cong, Yuan Cao, Wenqi Ren, Jun Zhang, Jing Zhang, Dacheng Tao
2021	J	`jnl`	A Human-Like Dual-Forklift Collaborative Mechanism for Container Handling. IEEE Trans. Ind. Electron. Yuxiang Yang, Yaohui Pan, Xiaojing Zhu, Mingyu Gao, Jing Zhang, Dacheng Tao
2021	A*	`conf`	A Question Answering System for Unstructured Table Images. ACM Multimedia Wenyuan Xue, Siqi Cai, Wen Wang, Qingyong Li, Baosheng Yu, Yibing Zhan, Dacheng Tao
2021	J	`jnl`	A Shape Transformation-based Dataset Augmentation Framework for Pedestrian Detection. Int. J. Comput. Vis. Zhe Chen, Wanli Ouyang, Tongliang Liu, Dacheng Tao
2021	J	`jnl`	A Survey on Canonical Correlation Analysis. IEEE Trans. Knowl. Data Eng. Xinghao Yang, Weifeng Liu, Wei Liu, Dacheng Tao
2021	J	`jnl`	A novel method for speed training acceleration of recurrent neural networks. Inf. Sci. Jaroslaw Bilski, Leszek Rutkowski, Jacek Smolag, Dacheng Tao
2021	—	`ed.`	ADVM '21: Proceedings of the 1st International Workshop on Adversarial Learning for Multimedia, Virtual Event, China, 20 October 2021 AdvM @ ACM Multimedia Dawn Song, Dacheng Tao, Alan L. Yuille, Anima Anandkumar, Aishan Liu, Xinyun Chen, Yingwei Li, Chaowei Xiao, Xun Yang, Xianglong Liu
2021	A*	`conf`	ADVM'21: 1st International Workshop on Adversarial Learning for Multimedia. ACM Multimedia Aishan Liu, Xinyun Chen, Yingwei Li, Chaowei Xiao, Xun Yang, Xianglong Liu, Dawn Song, Dacheng Tao, Alan L. Yuille, Anima Anandkumar
2021	—	`conf`	AP-10K: A Benchmark for Animal Pose Estimation in the Wild. NeurIPS Datasets and Benchmarks Hang Yu, Yufei Xu, Jing Zhang, Wei Zhao, Ziyu Guan, Dacheng Tao
2021	J	`jnl`	AP-10K: A Benchmark for Animal Pose Estimation in the Wild. CoRR Hang Yu, Yufei Xu, Jing Zhang, Wei Zhao, Ziyu Guan, Dacheng Tao
2021	J	`jnl`	Accelerating variational quantum algorithms with multiple quantum processors. CoRR Yuxuan Du, Yang Qian, Dacheng Tao
2021	J	`jnl`	Adaptive Context-Aware Multi-Modal Network for Depth Completion. IEEE Trans. Image Process. Shanshan Zhao, Mingming Gong, Huan Fu, Dacheng Tao
2021	A*	`conf`	Adaptive Curriculum Learning. ICCV Yajing Kong, Liu Liu, Jun Wang, Dacheng Tao
2021	J	`jnl`	AdderNet and its Minimalist Hardware Design for Energy-Efficient Artificial Intelligence. CoRR Yunhe Wang, Mingqiang Huang, Kai Han, Hanting Chen, Wei Zhang, Chunjing Xu, Dacheng Tao
2021	A*	`conf`	AdderSR: Towards Energy Efficient Image Super-Resolution. CVPR Dehua Song, Yunhe Wang, Hanting Chen, Chang Xu, Chunjing Xu, Dacheng Tao
2021	A*	`conf`	Affordance Transfer Learning for Human-Object Interaction Detection. CVPR Zhi Hou, Baosheng Yu, Yu Qiao, Xiaojiang Peng, Dacheng Tao
2021	J	`jnl`	Affordance Transfer Learning for Human-Object Interaction Detection. CoRR Zhi Hou, Baosheng Yu, Yu Qiao, Xiaojiang Peng, Dacheng Tao
2021	A*	`conf`	Amalgamating Knowledge From Heterogeneous Graph Neural Networks. CVPR Yongcheng Jing, Yiding Yang, Xinchao Wang, Mingli Song, Dacheng Tao
2021	J	`jnl`	Artificial Neural Variability for Deep Learning: On Overfitting, Noise Memorization, and Catastrophic Forgetting. Neural Comput. Zeke Xie, Fengxiang He, Shaopeng Fu, Issei Sato, Dacheng Tao, Masashi Sugiyama
2021	A*	`conf`	BESA: BERT-based Simulated Annealing for Adversarial Text Attacks. IJCAI Xinghao Yang, Weifeng Liu, Dacheng Tao, Wei Liu
2021	J	`jnl`	Batch Coherence-Driven Network for Part-Aware Person Re-Identification. IEEE Trans. Image Process. Kan Wang, Pengfei Wang, Changxing Ding, Dacheng Tao
2021	J	`jnl`	Bayesian Inference Forgetting. CoRR Shaopeng Fu, Fengxiang He, Yue Xu, Dacheng Tao
2021	A*	`conf`	Bigram and Unigram Based Text Attack via Adaptive Monotonic Heuristic Search. AAAI Xinghao Yang, Weifeng Liu, James Bailey, Dacheng Tao, Wei Liu
2021	J	`jnl`	Brain Age Estimation From MRI Using Cascade Networks With Ranking Loss. IEEE Trans. Medical Imaging Jian Cheng, Ziyang Liu, Hao Guan, Zhenzhou Wu, Haogang Zhu, Jiyang Jiang, Wei Wen, Dacheng Tao, Tao Liu
2021	J	`jnl`	Brain Age Estimation From MRI Using Cascade Networks with Ranking Loss. CoRR Jian Cheng, Ziyang Liu, Hao Guan, Zhenzhou Wu, Haogang Zhu, Jiyang Jiang, Wei Wen, Dacheng Tao, Tao Liu
2021	J	`jnl`	Bridging the Gap Between Clean Data Training and Real-World Inference for Spoken Language Understanding. CoRR Di Wu, Yiren Chen, Liang Ding, Dacheng Tao
2021	J	`jnl`	CAA : Channelized Axial Attention for Semantic Segmentation. CoRR Ye Huang, Wenjing Jia, Xiangjian He, Liu Liu, Yuxin Li, Dacheng Tao
2021	J	`jnl`	CPP-Net: Context-aware Polygon Proposal Network for Nucleus Segmentation. CoRR Shengcong Chen, Changxing Ding, Minfeng Liu, Dacheng Tao
2021	J	`jnl`	Cascaded Correlation Refinement for Robust Deep Tracking. IEEE Trans. Neural Networks Learn. Syst. Shiming Ge, Chunhui Zhang, Shikun Li, Dan Zeng, Dacheng Tao
2021	J	`jnl`	Channel Exchanging Networks for Multimodal and Multitask Dense Image Prediction. CoRR Yikai Wang, Wenbing Huang, Fuchun Sun, Fengxiang He, Dacheng Tao
2021	A*	`conf`	Class-Disentanglement and Applications in Adversarial Detection and Defense. NeurIPS Kaiwen Yang, Tianyi Zhou, Yonggang Zhang, Xinmei Tian, Dacheng Tao
2021	J	`jnl`	Collaborative Teacher-Student Learning via Multiple Knowledge Transfer. CoRR Liyuan Sun, Jianping Gou, Baosheng Yu, Lan Du, Dacheng Tao
2021	A*	`conf`	Commutative Lie Group VAE for Disentanglement Learning. ICML Xinqi Zhu, Chang Xu, Dacheng Tao
2021	J	`jnl`	Commutative Lie Group VAE for Disentanglement Learning. CoRR Xinqi Zhu, Chang Xu, Dacheng Tao
2021	J	`jnl`	Complementary, Heterogeneous and Adversarial Networks for Image-to-Image Translation. IEEE Trans. Image Process. Fei Gao, Xingxin Xu, Jun Yu, Meimei Shang, Xiang Li, Dacheng Tao
2021	J	`jnl`	DGL-GAN: Discriminator Guided Learning for GAN Compression. CoRR Yuesong Tian, Li Shen, Dacheng Tao, Zhifeng Li, Wei Liu
2021	A*	`conf`	DSP: Dual Soft-Paste for Unsupervised Domain Adaptive Semantic Segmentation. ACM Multimedia Li Gao, Jing Zhang, Lefei Zhang, Dacheng Tao
2021	J	`jnl`	DSP: Dual Soft-Paste for Unsupervised Domain Adaptive Semantic Segmentation. CoRR Li Gao, Jing Zhang, Lefei Zhang, Dacheng Tao
2021	A*	`conf`	Deep Automatic Natural Image Matting. IJCAI Jizhizi Li, Jing Zhang, Dacheng Tao
2021	J	`jnl`	Deep Automatic Natural Image Matting. CoRR Jizhizi Li, Jing Zhang, Dacheng Tao
2021	J	`jnl`	Deep Coattention-Based Comparator for Relative Representation Learning in Person Re-Identification. IEEE Trans. Neural Networks Learn. Syst. Lin Wu, Yang Wang, Junbin Gao, Meng Wang, Zheng-Jun Zha, Dacheng Tao
2021	A*	`conf`	Deep Graph-neighbor Coherence Preserving Network for Unsupervised Cross-modal Hashing. AAAI Jun Yu, Hao Zhou, Yibing Zhan, Dacheng Tao
2021	A*	`conf`	Detecting Human-Object Interaction via Fabricated Compositional Learning. CVPR Zhi Hou, Baosheng Yu, Yu Qiao, Xiaojiang Peng, Dacheng Tao
2021	J	`jnl`	Detecting Human-Object Interaction via Fabricated Compositional Learning. CoRR Zhi Hou, Baosheng Yu, Yu Qiao, Xiaojiang Peng, Dacheng Tao
2021	J	`jnl`	Effective and Efficient Graph Learning for Multi-view Clustering. CoRR Quanxue Gao, Wei Xia, Xinbo Gao, Dacheng Tao
2021	J	`jnl`	Efficient Vision Transformers via Fine-Grained Manifold Distillation. CoRR Ding Jia, Kai Han, Yunhe Wang, Yehui Tang, Jianyuan Guo, Chao Zhang, Dacheng Tao
2021	J	`jnl`	Empowering Things With Intelligence: A Survey of the Progress, Challenges, and Opportunities in Artificial Intelligence of Things. IEEE Internet Things J. Jing Zhang, Dacheng Tao
2021	J	`jnl`	End-to-end One-shot Human Parsing. CoRR Haoyu He, Jing Zhang, Bohan Zhuang, Jianfei Cai, Dacheng Tao
2021	J	`jnl`	End2End Occluded Face Recognition by Masking Corrupted Features. CoRR Haibo Qiu, Dihong Gong, Zhifeng Li, Wei Liu, Dacheng Tao
2021	J	`jnl`	Enhanced Tensor RPCA and its Application. IEEE Trans. Pattern Anal. Mach. Intell. Quanxue Gao, Pu Zhang, Wei Xia, De-Yan Xie, Xinbo Gao, Dacheng Tao
2021	A*	`conf`	Exploring Sequence Feature Alignment for Domain Adaptive Detection Transformers. ACM Multimedia Wen Wang, Yang Cao, Jing Zhang, Fengxiang He, Zheng-Jun Zha, Yonggang Wen, Dacheng Tao
2021	J	`jnl`	Exploring Sequence Feature Alignment for Domain Adaptive Detection Transformers. CoRR Wen Wang, Yang Cao, Jing Zhang, Fengxiang He, Zheng-Jun Zha, Yonggang Wen, Dacheng Tao
2021	J	`jnl`	FIBA: Frequency-Injection based Backdoor Attack in Medical Image Analysis. CoRR Yu Feng, Benteng Ma, Jing Zhang, Shanshan Zhao, Yong Xia, Dacheng Tao
2021	J	`jnl`	Few-shot Backdoor Defense Using Shapley Estimation. CoRR Jiyang Guan, Zhuozhuo Tu, Ran He, Dacheng Tao
2021	J	`jnl`	GAN-MDF: A Method for Multi-fidelity Data Fusion in Digital Twins. CoRR Lixue Liu, Chao Zhang, Dacheng Tao
2021	J	`jnl`	GMFlow: Learning Optical Flow via Global Matching. CoRR Haofei Xu, Jing Zhang, Jianfei Cai, Hamid Rezatofighi, Dacheng Tao
2021	A*	`conf`	Gauge Equivariant Transformer. NeurIPS Lingshen He, Yiming Dong, Yisen Wang, Dacheng Tao, Zhouchen Lin
2021	J	`jnl`	Generalization Bounds of Multitask Learning From Perspective of Vector-Valued Function Learning. IEEE Trans. Neural Networks Learn. Syst. Chao Zhang, Dacheng Tao, Tao Hu, Bingchen Liu
2021	A*	`conf`	Glance and Gaze: Inferring Action-Aware Points for One-Stage Human-Object Interaction Detection. CVPR Xubin Zhong, Xian Qu, Changxing Ding, Dacheng Tao
2021	J	`jnl`	Glance and Gaze: Inferring Action-aware Points for One-Stage Human-Object Interaction Detection. CoRR Xubin Zhong, Xian Qu, Changxing Ding, Dacheng Tao
2021	J	`jnl`	Guest Editorial for Special Issue on Cognitive Computing for Collaborative Robotics. IEEE CAA J. Autom. Sinica Huimin Lu, Dongpu Cao, Dacheng Tao, Schahram Dustdar, Pin-Han Ho
2021	J	`jnl`	Harnessing Perceptual Adversarial Patches for Crowd Counting. CoRR Shunchang Liu, Jiakai Wang, Aishan Liu, Yingwei Li, Yijie Gao, Xianglong Liu, Dacheng Tao
2021	J	`jnl`	Hierarchical Prototype Networks for Continual Graph Representation Learning. CoRR Xikun Zhang, Dongjin Song, Dacheng Tao
2021	A*	`conf`	HourNAS: Extremely Fast Neural Architecture Search Through an Hourglass Lens. CVPR Zhaohui Yang, Yunhe Wang, Xinghao Chen, Jianyuan Guo, Wei Zhang, Chao Xu, Chunjing Xu, Dacheng Tao, Chang Xu
2021	J	`jnl`	I3CL: Intra- and Inter-Instance Collaborative Learning for Arbitrary-shaped Scene Text Detection. CoRR Jian Ye, Jing Zhang, Juhua Liu, Bo Du, Dacheng Tao
2021	J	`jnl`	IDRLP: Image Dehazing Using Region Line Prior. IEEE Trans. Image Process. Mingye Ju, Can Ding, Charles A. Guo, Wenqi Ren, Dacheng Tao
2021	A*	`ed.`	IEEE International Conference on Data Mining, ICDM 2021, Auckland, New Zealand, December 7-10, 2021 ICDM James Bailey, Pauli Miettinen, Yun Sing Koh, Dacheng Tao, Xindong Wu
2021	—	`conf`	Improving Neural Machine Translation by Bidirectional Training. EMNLP (1) Liang Ding, Di Wu, Dacheng Tao
2021	J	`jnl`	Improving Neural Machine Translation by Bidirectional Training. CoRR Liang Ding, Di Wu, Dacheng Tao
2021	J	`jnl`	Incorporating Distribution Matching into Uncertainty for Multiple Kernel Active Learning. IEEE Trans. Knowl. Data Eng. Zengmao Wang, Bo Du, Weiping Tu, Lefei Zhang, Dacheng Tao
2021	J	`jnl`	Introduction to Big Multimodal Multimedia Data with Deep Analytics. ACM Trans. Multim. Comput. Commun. Appl. Yang Wang, Meng Fang, Joey Tianyi Zhou, Tingting Mu, Dacheng Tao
2021	J	`jnl`	Joint Deep Multi-View Learning for Image Clustering. IEEE Trans. Knowl. Data Eng. Yuan Xie, Bingqian Lin, Yanyun Qu, Cuihua Li, Wensheng Zhang, Lizhuang Ma, Yonggang Wen, Dacheng Tao
2021	J	`jnl`	Knowledge Distillation: A Survey. Int. J. Comput. Vis. Jianping Gou, Baosheng Yu, Stephen J. Maybank, Dacheng Tao
2021	J	`jnl`	Learning Compositional Representation for Few-shot Visual Question Answering. CoRR Dalu Guo, Dacheng Tao
2021	A*	`conf`	Learning Progressive Point Embeddings for 3D Point Cloud Generation. CVPR Cheng Wen, Baosheng Yu, Dacheng Tao
2021	J	`jnl`	Learning Student Networks via Feature Embedding. IEEE Trans. Neural Networks Learn. Syst. Hanting Chen, Yunhe Wang, Chang Xu, Chao Xu, Dacheng Tao
2021	J	`jnl`	Learning Versatile Convolution Filters for Efficient Visual Recognition. CoRR Kai Han, Yunhe Wang, Chang Xu, Chunjing Xu, Enhua Wu, Dacheng Tao
2021	J	`jnl`	Learning Visual Affordance Grounding from Demonstration Videos. CoRR Hongchen Luo, Wei Zhai, Jing Zhang, Yang Cao, Dacheng Tao
2021	J	`jnl`	Learning semantic priors for texture-realistic sketch-to-image synthesis. Neurocomputing Zeyu Li, Cheng Deng, Kun Wei, Wei Liu, Dacheng Tao
2021	J	`jnl`	Local AdaGrad-Type Algorithm for Stochastic Convex-Concave Minimax Problems. CoRR Luofeng Liao, Li Shen, Jia Duan, Mladen Kolar, Dacheng Tao
2021	J	`jnl`	Loss Decomposition and Centroid Estimation for Positive and Unlabeled Learning. IEEE Trans. Pattern Anal. Mach. Intell. Chen Gong, Hong Shi, Tongliang Liu, Chuang Zhang, Jian Yang, Dacheng Tao
2021	J	`jnl`	MRI-based Alzheimer's disease prediction via distilling the knowledge in multi-modal data. CoRR Hao Guan, Chaoyue Wang, Dacheng Tao
2021	J	`jnl`	MRI-based Alzheimer's disease prediction via distilling the knowledge in multi-modal data. NeuroImage Hao Guan, Chaoyue Wang, Dacheng Tao
2021	A*	`conf`	Manifold Regularized Dynamic Network Pruning. CVPR Yehui Tang, Yunhe Wang, Yixing Xu, Yiping Deng, Chao Xu, Dacheng Tao, Chang Xu
2021	J	`jnl`	Manifold Regularized Dynamic Network Pruning. CoRR Yehui Tang, Yunhe Wang, Yixing Xu, Yiping Deng, Chao Xu, Dacheng Tao, Chang Xu
2021	J	`jnl`	Matching Seqlets: An Unsupervised Approach for Locality Preserving Sequence Matching. IEEE Trans. Pattern Anal. Mach. Intell. Jiayan Qiu, Xinchao Wang, Pascal Fua, Dacheng Tao
2021	A*	`conf`	Meta-Aggregator: Learning to Aggregate for 1-bit Graph Neural Networks. ICCV Yongcheng Jing, Yiding Yang, Xinchao Wang, Mingli Song, Dacheng Tao
2021	J	`jnl`	Meta-Aggregator: Learning to Aggregate for 1-bit Graph Neural Networks. CoRR Yongcheng Jing, Yiding Yang, Xinchao Wang, Mingli Song, Dacheng Tao
2021	J	`jnl`	Multi-Sentence Auxiliary Adversarial Networks for Fine-Grained Text-to-Image Synthesis. IEEE Trans. Image Process. Yanhua Yang, Lei Wang, De Xie, Cheng Deng, Dacheng Tao
2021	J	`jnl`	Multi-View Mouse Social Behaviour Recognition With Deep Graphic Model. IEEE Trans. Image Process. Zheheng Jiang, Feixiang Zhou, Aite Zhao, Xin Li, Ling Li, Dacheng Tao, Xuelong Li, Huiyu Zhou
2021	A*	`conf`	Multi-label Few-shot Learning with Semantic Inference (Student Abstract). AAAI Zhen Wang, Yiqun Duan, Liu Liu, Dacheng Tao
2021	J	`jnl`	Neural networks behave as hash encoders: An empirical study. CoRR Fengxiang He, Shiye Lei, Jianmin Ji, Dacheng Tao
2021	J	`jnl`	Off-policy Imitation Learning from Visual Inputs. CoRR Zhihao Cheng, Li Shen, Dacheng Tao
2021	J	`jnl`	On exploring practical potentials of quantum auto-encoder with advantages. CoRR Yuxuan Du, Dacheng Tao
2021	A*	`conf`	One-Shot Affordance Detection. IJCAI Hongchen Luo, Wei Zhai, Jing Zhang, Yang Cao, Dacheng Tao
2021	J	`jnl`	One-Shot Affordance Detection. CoRR Hongchen Luo, Wei Zhai, Jing Zhang, Yang Cao, Dacheng Tao
2021	J	`jnl`	One-Shot Object Affordance Detection in the Wild. CoRR Wei Zhai, Hongchen Luo, Jing Zhang, Yang Cao, Dacheng Tao
2021	A*	`conf`	Online Multiple Object Tracking With Cross-Task Synergy. CVPR Song Guo, Jingya Wang, Xinchao Wang, Dacheng Tao
2021	J	`jnl`	Online Multiple Object Tracking with Cross-Task Synergy. CoRR Song Guo, Jingya Wang, Xinchao Wang, Dacheng Tao
2021	J	`jnl`	Open-Set Hypothesis Transfer With Semantic Consistency. IEEE Trans. Image Process. Zeyu Feng, Chang Xu, Dacheng Tao
2021	J	`jnl`	Orthogonal Deep Neural Networks. IEEE Trans. Pattern Anal. Mach. Intell. Shuai Li, Kui Jia, Yuxin Wen, Tongliang Liu, Dacheng Tao
2021	A*	`conf`	Out-of-boundary View Synthesis Towards Full-Frame Video Stabilization. ICCV Yufei Xu, Jing Zhang, Dacheng Tao
2021	J	`jnl`	Out-of-boundary View Synthesis Towards Full-Frame Video Stabilization. CoRR Yufei Xu, Jing Zhang, Dacheng Tao
2021	J	`jnl`	PONet: Robust 3D Human Pose Estimation via Learning Orientations Only. CoRR Jue Wang, Shaoli Huang, Xinchao Wang, Dacheng Tao
2021	J	`jnl`	Patch Slimming for Efficient Vision Transformers. CoRR Yehui Tang, Kai Han, Yunhe Wang, Chang Xu, Jianyuan Guo, Chao Xu, Dacheng Tao
2021	B	`conf`	Person Image Synthesis in Arbitrary 3D Poses Based on Part Affinity Fields. IJCNN Jue Wang, Shaoli Huang, Dacheng Tao
2021	J	`jnl`	PolyphonicFormer: Unified Query Learning for Depth-aware Video Panoptic Segmentation. CoRR Haobo Yuan, Xiangtai Li, Yibo Yang, Guangliang Cheng, Jing Zhang, Yunhai Tong, Lefei Zhang, Dacheng Tao
2021	J	`jnl`	Polysemy Deciphering Network for Robust Human-Object Interaction Detection. Int. J. Comput. Vis. Xubin Zhong, Changxing Ding, Xian Qu, Dacheng Tao
2021	A*	`conf`	Privacy-Preserving Portrait Matting. ACM Multimedia Jizhizi Li, Sihan Ma, Jing Zhang, Dacheng Tao
2021	J	`jnl`	Privacy-Preserving Portrait Matting. CoRR Jizhizi Li, Sihan Ma, Jing Zhang, Dacheng Tao
2021	—	`conf`	Progressive Multi-Granularity Training for Non-Autoregressive Translation. ACL/IJCNLP (Findings) Liang Ding, Longyue Wang, Xuebo Liu, Derek F. Wong, Dacheng Tao, Zhaopeng Tu
2021	J	`jnl`	Progressive Multi-Granularity Training for Non-Autoregressive Translation. CoRR Liang Ding, Longyue Wang, Xuebo Liu, Derek F. Wong, Dacheng Tao, Zhaopeng Tu
2021	A*	`conf`	Progressive One-shot Human Parsing. AAAI Haoyu He, Jing Zhang, Bhavani Thuraisingham, Dacheng Tao
2021	J	`jnl`	Pruning Self-attentions into Convolutional Layers in Single Path. CoRR Haoyu He, Jing Liu, Zizheng Pan, Jianfei Cai, Jing Zhang, Dacheng Tao, Bohan Zhuang
2021	J	`jnl`	Recurrent Glimpse-based Decoder for Detection with Transformer. CoRR Zhe Chen, Jing Zhang, Dacheng Tao
2021	J	`jnl`	Recursive Context Routing for Object Detection. Int. J. Comput. Vis. Zhe Chen, Jing Zhang, Dacheng Tao
2021	J	`jnl`	RegionCL: Can Simple Region Swapping Contribute to Contrastive Learning? CoRR Yufei Xu, Qiming Zhang, Jing Zhang, Dacheng Tao
2021	—	`conf`	Rejuvenating Low-Frequency Words: Making the Most of Parallel Data in Non-Autoregressive Translation. ACL/IJCNLP (1) Liang Ding, Longyue Wang, Xuebo Liu, Derek F. Wong, Dacheng Tao, Zhaopeng Tu
2021	J	`jnl`	Rejuvenating Low-Frequency Words: Making the Most of Parallel Data in Non-Autoregressive Translation. CoRR Liang Ding, Longyue Wang, Xuebo Liu, Derek F. Wong, Dacheng Tao, Zhaopeng Tu
2021	J	`jnl`	Robust Kernelized Multiview Self-Representation for Subspace Clustering. IEEE Trans. Neural Networks Learn. Syst. Yuan Xie, Jinyan Liu, Yanyun Qu, Dacheng Tao, Wensheng Zhang, Longquan Dai, Lizhuang Ma
2021	J	`jnl`	RobustART: Benchmarking Robustness on Architecture Design and Training Techniques. CoRR Shiyu Tang, Ruihao Gong, Yan Wang, Aishan Liu, Jiakai Wang, Xinyun Chen, Fengwei Yu, Xianglong Liu, Dawn Song, Alan L. Yuille, Philip H. S. Torr, Dacheng Tao
2021	J	`jnl`	SLUA: A Super Lightweight Unsupervised Word Alignment Model via Cross-Lingual Contrastive Learning. CoRR Di Wu, Liang Ding, Shuo Yang, Dacheng Tao
2021	J	`jnl`	SPAGAN: Shortest Path Graph Attention Network. CoRR Yiding Yang, Xinchao Wang, Mingli Song, Junsong Yuan, Dacheng Tao
2021	J	`jnl`	SPRNet: Single-Pixel Reconstruction for One-Stage Instance Segmentation. IEEE Trans. Cybern. Jun Yu, Jinghan Yao, Jian Zhang, Zhou Yu, Dacheng Tao
2021	A*	`conf`	Scene Essence. CVPR Jiayan Qiu, Yiding Yang, Xinchao Wang, Dacheng Tao
2021	J	`jnl`	Self-Ensembling GAN for Cross-Domain Semantic Segmentation. CoRR Yonghao Xu, Fengxiang He, Bo Du, Liangpei Zhang, Dacheng Tao
2021	J	`jnl`	Self-Supervised Multiscale Adversarial Regression Network for Stereo Disparity Estimation. IEEE Trans. Cybern. Chen Wang, Xiao Bai, Xiang Wang, Xianglong Liu, Jun Zhou, Xinyu Wu, Hongdong Li, Dacheng Tao
2021	J	`jnl`	Self-Training With Progressive Representation Enhancement for Unsupervised Cross-Domain Person Re-Identification. IEEE Trans. Image Process. Hang Zhang, Huanhuan Cao, Xu Yang, Cheng Deng, Dacheng Tao
2021	J	`jnl`	Semantic-Preserving Adversarial Text Attacks. CoRR Xinghao Yang, Weifeng Liu, James Bailey, Tianqing Zhu, Dacheng Tao, Wei Liu
2021	J	`jnl`	Semantically Self-Aligned Network for Text-to-Image Part-aware Person Re-identification. CoRR Zefeng Ding, Changxing Ding, Zhiyin Shao, Dacheng Tao
2021	J	`jnl`	Short-Term Lesion Change Detection for Melanoma Screening With Novel Siamese Neural Network. IEEE Trans. Medical Imaging Boyan Zhang, Zhiyong Wang, Junbin Gao, Chantal Rutjes, Kaitlin Nufer, Dacheng Tao, David Dagan Feng, Scott W. Menzies
2021	J	`jnl`	SkipNode: On Alleviating Over-smoothing for Deep Graph Convolutional Networks. CoRR Weigang Lu, Yibing Zhan, Ziyu Guan, Liu Liu, Baosheng Yu, Wei Zhao, Yaming Yang, Dacheng Tao
2021	A*	`conf`	SnapMix: Semantically Proportional Mixing for Augmenting Fine-grained Data. AAAI Shaoli Huang, Xinchao Wang, Dacheng Tao
2021	J	`jnl`	Solving Jigsaw Puzzles via Nonconvex Quadratic Programming With the Projected Power Method. IEEE Trans. Multim. Fang Yan, Yuanjie Zheng, Jinyu Cong, Liu Liu, Dacheng Tao, Sujuan Hou
2021	J	`jnl`	Spatial-Temporal-Fusion BNN: Variational Bayesian Feature Layer. CoRR Shiye Lei, Zhuozhuo Tu, Leszek Rutkowski, Feng Zhou, Li Shen, Fengxiang He, Dacheng Tao
2021	J	`jnl`	Spectral Complexity-scaled Generalization Bound of Complex-valued Neural Networks. CoRR Haowen Chen, Fengxiang He, Shiye Lei, Dacheng Tao
2021	J	`jnl`	Staged Sketch-to-Image Synthesis via Semi-supervised Generative Adversarial Networks. IEEE Trans. Multim. Zeyu Li, Cheng Deng, Erkun Yang, Dacheng Tao
2021	J	`jnl`	Stagewise Unsupervised Domain Adaptation with Adversarial Self-Training for Road Segmentation of Remote Sensing Images. CoRR Lefei Zhang, Meng Lan, Jing Zhang, Dacheng Tao
2021	A*	`conf`	Stochastic Partial Swap: Enhanced Model Generalization and Interpretability for Fine-grained Recognition. ICCV Shaoli Huang, Xinchao Wang, Dacheng Tao
2021	J	`jnl`	Structure-Aware Feature Generation for Zero-Shot Learning. CoRR Lianbo Zhang, Shaoli Huang, Xinchao Wang, Wei Liu, Dacheng Tao
2021	A*	`conf`	SynFace: Face Recognition with Synthetic Data. ICCV Haibo Qiu, Baosheng Yu, Dihong Gong, Zhifeng Li, Wei Liu, Dacheng Tao
2021	J	`jnl`	SynFace: Face Recognition with Synthetic Data. CoRR Haibo Qiu, Baosheng Yu, Dihong Gong, Zhifeng Li, Wei Liu, Dacheng Tao
2021	A*	`conf`	TGRNet: A Table Graph Reconstruction Network for Table Structure Recognition. ICCV Wenyuan Xue, Baosheng Yu, Wen Wang, Dacheng Tao, Qingyong Li
2021	J	`jnl`	TGRNet: A Table Graph Reconstruction Network for Table Structure Recognition. CoRR Wenyuan Xue, Baosheng Yu, Wen Wang, Dacheng Tao, Qingyong Li
2021	J	`jnl`	Targeted Attention Attack on Deep Learning Models in Road Sign Recognition. IEEE Internet Things J. Xinghao Yang, Weifeng Liu, Shengli Zhang, Wei Liu, Dacheng Tao
2021	J	`jnl`	Terra: A Smart and Sensible Digital Twin Framework for Robust Robot Deployment in Challenging Environments. IEEE Internet Things J. Yamin Mo, Sihan Ma, Haoran Gong, Zhe Chen, Jing Zhang, Dacheng Tao
2021	J	`jnl`	The USYD-JD Speech Translation System for IWSLT 2021. CoRR Liang Ding, Di Wu, Dacheng Tao
2021	—	`conf`	The USYD-JD Speech Translation System for IWSLT2021. IWSLT Liang Ding, Dacheng Tao
2021	J	`jnl`	The dilemma of quantum neural networks. CoRR Yang Qian, Xinbiao Wang, Yuxuan Du, Xingyao Wu, Dacheng Tao
2021	A	`conf`	Tighter Generalization Bounds for Iterative Differentially Private Learning Algorithms. UAI Fengxiang He, Bohan Wang, Dacheng Tao
2021	J	`jnl`	Top-k Feature Selection Framework Using Robust 0-1 Integer Programming. IEEE Trans. Neural Networks Learn. Syst. Xiaoqin Zhang, Mingyu Fan, Di Wang, Peng Zhou, Dacheng Tao
2021	J	`jnl`	Toward Realistic Face Photo-Sketch Synthesis via Composition-Aided GANs. IEEE Trans. Cybern. Jun Yu, Xingxin Xu, Fei Gao, Shengjie Shi, Meng Wang, Dacheng Tao, Qingming Huang
2021	J	`jnl`	Towards High Performance Human Keypoint Detection. Int. J. Comput. Vis. Jing Zhang, Zhe Chen, Dacheng Tao
2021	J	`jnl`	Towards understanding the power of quantum kernels in the NISQ era. CoRR Xinbiao Wang, Yuxuan Du, Yong Luo, Dacheng Tao
2021	J	`jnl`	Towards understanding the power of quantum kernels in the NISQ era. Quantum Xinbiao Wang, Yuxuan Du, Yong Luo, Dacheng Tao
2021	J	`jnl`	Training Robust Deep Neural Networks via Adversarial Noise Propagation. IEEE Trans. Image Process. Aishan Liu, Xianglong Liu, Hang Yu, Chongzhi Zhang, Qiang Liu, Dacheng Tao
2021	A*	`conf`	Tree-Like Decision Distillation. CVPR Jie Song, Haofei Zhang, Xinchao Wang, Mengqi Xue, Ying Chen, Li Sun, Dacheng Tao, Mingli Song
2021	A*	`conf`	Turning Frequency to Resolution: Video Super-Resolution via Event Cameras. CVPR Yongcheng Jing, Yiding Yang, Xinchao Wang, Mingli Song, Dacheng Tao
2021	J	`jnl`	Uncertainty-aware Clustering for Unsupervised Domain Adaptive Object Re-identification. CoRR Pengfei Wang, Changxing Ding, Wentao Tan, Mingming Gong, Kui Jia, Dacheng Tao
2021	A*	`conf`	Understanding and Improving Lexical Choice in Non-Autoregressive Translation. ICLR Liang Ding, Longyue Wang, Xuebo Liu, Derek F. Wong, Dacheng Tao, Zhaopeng Tu
2021	J	`jnl`	Unified Instance and Knowledge Alignment Pretraining for Aspect-based Sentiment Analysis. CoRR Juhua Liu, Qihuang Zhong, Liang Ding, Hua Jin, Bo Du, Dacheng Tao
2021	J	`jnl`	Unpaired data empowers association tests. Bioinform. Mingming Gong, Peng Liu, Frank C. Sciurba, Petar Stojanov, Dacheng Tao, George C. Tseng, Kun Zhang, Kayhan Batmanghelich
2021	J	`jnl`	Unveiling Hidden Implicit Similarities for Cross-Domain Recommendation. IEEE Trans. Knowl. Data Eng. Quan Do, Wei Liu, Jin Fan, Dacheng Tao
2021	A*	`conf`	ViTAE: Vision Transformer Advanced by Exploring Intrinsic Inductive Bias. NeurIPS Yufei Xu, Qiming Zhang, Jing Zhang, Dacheng Tao
2021	J	`jnl`	ViTAE: Vision Transformer Advanced by Exploring Intrinsic Inductive Bias. CoRR Yufei Xu, Qiming Zhang, Jing Zhang, Dacheng Tao
2021	J	`jnl`	Video Frame Interpolation without Temporal Priors. CoRR Youjian Zhang, Chaoyue Wang, Dacheng Tao
2021	J	`jnl`	Vision-Assisted Autonomous Lower-Limb Exoskeleton Robot. IEEE Trans. Syst. Man Cybern. Syst. Du-Xin Liu, Jing Xu, Chunjie Chen, Xingguo Long, Dacheng Tao, Xinyu Wu
2021	A*	`conf`	Where and What? Examining Interpretable Disentangled Representations. CVPR Xinqi Zhu, Chang Xu, Dacheng Tao
2021	J	`jnl`	Where and What? Examining Interpretable Disentangled Representations. CoRR Xinqi Zhu, Chang Xu, Dacheng Tao
2020	J	`jnl`	3D Skeletal Gesture Recognition via Hidden States Exploration. IEEE Trans. Image Process. Xin Liu, Henglin Shi, Xiaopeng Hong, Haoyu Chen, Dacheng Tao, Guoying Zhao
2020	J	`jnl`	3D-FUTURE: 3D Furniture shape with TextURE. CoRR Huan Fu, Rongfei Jia, Lin Gao, Mingming Gong, Binqiang Zhao, Steve J. Maybank, Dacheng Tao
2020	J	`jnl`	A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications. CoRR Jie Gui, Zhenan Sun, Yonggang Wen, Dacheng Tao, Jieping Ye
2020	J	`jnl`	A Survey on Visual Transformer. CoRR Kai Han, Yunhe Wang, Hanting Chen, Xinghao Chen, Jianyuan Guo, Zhenhua Liu, Yehui Tang, An Xiao, Chunjing Xu, Yixing Xu, Zhaohui Yang, Yiman Zhang, Dacheng Tao
2020	J	`jnl`	ASTS: A Unified Framework for Arbitrary Shape Text Spotting. IEEE Trans. Image Process. Juhua Liu, Zhe Chen, Bo Du, Dacheng Tao
2020	J	`jnl`	Adaptive Context-Aware Multi-Modal Network for Depth Completion. CoRR Shanshan Zhao, Mingming Gong, Huan Fu, Dacheng Tao
2020	J	`jnl`	AdderSR: Towards Energy Efficient Image Super-Resolution. CoRR Dehua Song, Yunhe Wang, Hanting Chen, Chang Xu, Chunjing Xu, Dacheng Tao
2020	J	`jnl`	Adversarial Attacks for Embodied Agents. CoRR Aishan Liu, Tairan Huang, Xianglong Liu, Yitao Xu, Yuqing Ma, Xinyun Chen, Stephen J. Maybank, Dacheng Tao
2020	J	`jnl`	Adversarial Examples for Hamming Space Search. IEEE Trans. Cybern. Erkun Yang, Tongliang Liu, Cheng Deng, Dacheng Tao
2020	J	`jnl`	An Underwater Image Enhancement Benchmark Dataset and Beyond. IEEE Trans. Image Process. Chongyi Li, Chunle Guo, Wenqi Ren, Runmin Cong, Junhui Hou, Sam Kwong, Dacheng Tao
2020	J	`jnl`	Approximated Bilinear Modules for Temporal Modeling. CoRR Xinqi Zhu, Chang Xu, Langwen Hui, Cewu Lu, Dacheng Tao
2020	J	`jnl`	Artificial Neural Variability for Deep Learning: On Overfitting, Noise Memorization, and Catastrophic Forgetting. CoRR Zeke Xie, Fengxiang He, Shaopeng Fu, Issei Sato, Dacheng Tao, Masashi Sugiyama
2020	A*	`conf`	Auto Learning Attention. NeurIPS Benteng Ma, Jing Zhang, Yong Xia, Dacheng Tao
2020	J	`jnl`	Batch Coherence-Driven Network for Part-aware Person Re-Identification. CoRR Kan Wang, Pengfei Wang, Changxing Ding, Dacheng Tao
2020	J	`jnl`	Big Cross-Modal Social Media Data Analytics With Deep Intelligence. IEEE Multim. Yang Wang, Meng Fang, Joey Tianyi Zhou, Tingting Mu, Dacheng Tao
2020	—	`conf`	Boundary-Assisted Region Proposal Networks for Nucleus Segmentation. MICCAI (5) Shengcong Chen, Changxing Ding, Dacheng Tao
2020	J	`jnl`	Boundary-assisted Region Proposal Networks for Nucleus Segmentation. CoRR Shengcong Chen, Changxing Ding, Dacheng Tao
2020	J	`jnl`	CDPM: Convolutional Deformable Part Models for Semantically Aligned Person Re-Identification. IEEE Trans. Image Process. Kan Wang, Changxing Ding, Stephen J. Maybank, Dacheng Tao
2020	A*	`conf`	Collaborative Learning of Depth Estimation, Visual Odometry and Camera Relocalization from Monocular Videos. IJCAI Haimei Zhao, Wei Bian, Bo Yuan, Dacheng Tao
2020	J	`jnl`	Compositional Attention Networks With Two-Stream Fusion for Video Question Answering. IEEE Trans. Image Process. Ting Yu, Jun Yu, Zhou Yu, Dacheng Tao
2020	J	`jnl`	Comprehensive Graph-conditional Similarity Preserving Network for Unsupervised Cross-modal Hashing. CoRR Jun Yu, Hao Zhou, Yibing Zhan, Dacheng Tao
2020	J	`jnl`	Condensing Two-stage Detection with Automatic Object Key Part Discovery. CoRR Zhe Chen, Jing Zhang, Dacheng Tao
2020	A*	`conf`	Context Aware Graph Convolution for Skeleton-Based Action Recognition. CVPR Xikun Zhang, Chang Xu, Dacheng Tao
2020	B	`conf`	Context-Aware Cross-Attention for Non-Autoregressive Translation. COLING Liang Ding, Longyue Wang, Di Wu, Dacheng Tao, Zhaopeng Tu
2020	J	`jnl`	Context-Aware Cross-Attention for Non-Autoregressive Translation. CoRR Liang Ding, Longyue Wang, Di Wu, Dacheng Tao, Zhaopeng Tu
2020	J	`jnl`	DC-NAS: Divide-and-Conquer Neural Architecture Search. CoRR Yunhe Wang, Yixing Xu, Dacheng Tao
2020	J	`jnl`	DUT: Learning Video Stabilization by Simply Watching Unstable Videos. CoRR Yufei Xu, Jing Zhang, Stephen J. Maybank, Dacheng Tao
2020	A*	`conf`	Deep Multimodal Neural Architecture Search. ACM Multimedia Zhou Yu, Yuhao Cui, Jun Yu, Meng Wang, Dacheng Tao, Qi Tian
2020	J	`jnl`	Deep Multimodal Neural Architecture Search. CoRR Zhou Yu, Yuhao Cui, Jun Yu, Meng Wang, Dacheng Tao, Qi Tian
2020	J	`jnl`	Deep Representation Calibrated Bayesian Neural Network for Semantically Explainable Face Inpainting and Editing. IEEE Access Hao Xiong, Chaoyue Wang, Xinchao Wang, Dacheng Tao
2020	A*	`conf`	Deep Streaming Label Learning. ICML Zhen Wang, Liu Liu, Dacheng Tao
2020	J	`jnl`	Detecting Communities in Heterogeneous Multi-Relational Networks: A Message Passing based Approach. CoRR Maoying Qiao, Jun Yu, Wei Bian, Dacheng Tao
2020	J	`jnl`	Distilling Channels for Efficient Deep Tracking. IEEE Trans. Image Process. Shiming Ge, Zhao Luo, Chunhui Zhang, Yingying Hua, Dacheng Tao
2020	A*	`conf`	Distilling Knowledge From Graph Convolutional Networks. CVPR Yiding Yang, Jiayan Qiu, Mingli Song, Dacheng Tao, Xinchao Wang
2020	J	`jnl`	Distilling Knowledge from Graph Convolutional Networks. CoRR Yiding Yang, Jiayan Qiu, Mingli Song, Dacheng Tao, Xinchao Wang
2020	J	`jnl`	Distributed Complementary Binary Quantization for Joint Hash Table Learning. IEEE Trans. Neural Networks Learn. Syst. Xianglong Liu, Qiang Fu, Deqing Wang, Xiao Bai, Xinyu Wu, Dacheng Tao
2020	A*	`conf`	Diversified Bayesian Nonnegative Matrix Factorization. AAAI Maoying Qiao, Jun Yu, Tongliang Liu, Xinchao Wang, Dacheng Tao
2020	A*	`conf`	Domain Generalization via Entropy Regularization. NeurIPS Shanshan Zhao, Mingming Gong, Tongliang Liu, Huan Fu, Dacheng Tao
2020	J	`jnl`	Edge-Sensitive Human Cutout With Hierarchical Granularity and Loopy Matting Guidance. IEEE Trans. Image Process. Jingwen Ye, Yongcheng Jing, Xinchao Wang, Kairi Ou, Dacheng Tao, Mingli Song
2020	J	`jnl`	Empowering Things with Intelligence: A Survey of the Progress, Challenges, and Opportunities in Artificial Intelligence of Things. CoRR Jing Zhang, Dacheng Tao
2020	J	`jnl`	End-to-end Animal Image Matting. CoRR Jizhizi Li, Jing Zhang, Stephen J. Maybank, Dacheng Tao
2020	J	`jnl`	Experimental Quantum Generative Adversarial Networks for Image Generation. CoRR Heliang Huang, Yuxuan Du, Ming Gong, Youwei Zhao, Yulin Wu, Chaoyue Wang, Shaowei Li, Futian Liang, Jin Lin, Yu Xu, Rui Yang, Tongliang Liu, Min-Hsiu Hsieh, Hui Deng, Hao Rong, Cheng-Zhi Peng, Chao-yang Lu, Yu-Ao Chen, Dacheng Tao, Xiaobo Zhu, Jian-Wei Pan
2020	—	`conf`	Explainable Cluster-Based Rules Generation for Image Retrieval and Classification. ICAISC (2) Pawel Staszewski, Maciej Jaworski, Leszek Rutkowski, Dacheng Tao
2020	J	`jnl`	FAMED-Net: A Fast and Accurate Multi-Scale End-to-End Dehazing Network. IEEE Trans. Image Process. Jing Zhang, Dacheng Tao
2020	J	`jnl`	Fast Class-wise Updating for Online Hashing. CoRR Mingbao Lin, Rongrong Ji, Xiaoshuai Sun, Baochang Zhang, Feiyue Huang, Yonghong Tian, Dacheng Tao
2020	A*	`conf`	FeatureFlow: Robust Video Interpolation via Structure-to-Texture Generation. CVPR Shurui Gui, Chaoyue Wang, Qihua Chen, Dacheng Tao
2020	A*	`conf`	GPS-Net: Graph Property Sensing Network for Scene Graph Generation. CVPR Xin Lin, Changxing Ding, Jinquan Zeng, Dacheng Tao
2020	J	`jnl`	GPS-Net: Graph Property Sensing Network for Scene Graph Generation. CoRR Xin Lin, Changxing Ding, Jinquan Zeng, Dacheng Tao
2020	J	`jnl`	Generalized Latent Multi-View Subspace Clustering. IEEE Trans. Pattern Anal. Mach. Intell. Changqing Zhang, Huazhu Fu, Qinghua Hu, Xiaochun Cao, Yuan Xie, Dacheng Tao, Dong Xu
2020	J	`jnl`	Graph Edge Convolutional Neural Networks for Skeleton-Based Action Recognition. IEEE Trans. Neural Networks Learn. Syst. Xikun Zhang, Chang Xu, Xinmei Tian, Dacheng Tao
2020	A*	`conf`	Grapy-ML: Graph Pyramid Mutual Learning for Cross-Dataset Human Parsing. AAAI Haoyu He, Jing Zhang, Qiming Zhang, Dacheng Tao
2020	—	`conf`	Hallucinating Visual Instances in Total Absentia. ECCV (5) Jiayan Qiu, Yiding Yang, Xinchao Wang, Dacheng Tao
2020	A*	`conf`	Hard Example Generation by Texture Synthesis for Cross-domain Shape Similarity Learning. NeurIPS Huan Fu, Shunming Li, Rongfei Jia, Mingming Gong, Binqiang Zhao, Dacheng Tao
2020	J	`jnl`	Hard Example Generation by Texture Synthesis for Cross-domain Shape Similarity Learning. CoRR Huan Fu, Shunming Li, Rongfei Jia, Mingming Gong, Binqiang Zhao, Dacheng Tao
2020	J	`jnl`	Harnessing Side Information for Classification Under Label Noise. IEEE Trans. Neural Networks Learn. Syst. Yang Wei, Chen Gong, Shuo Chen, Tongliang Liu, Jian Yang, Dacheng Tao
2020	J	`jnl`	Heatmap Regression via Randomized Rounding. CoRR Baosheng Yu, Dacheng Tao
2020	J	`jnl`	Homologous Component Analysis for Domain Adaptation. IEEE Trans. Image Process. Youfa Liu, Weiping Tu, Bo Du, Lefei Zhang, Dacheng Tao
2020	J	`jnl`	HourNAS: Extremely Fast Neural Architecture Search Through an Hourglass Lens. CoRR Zhaohui Yang, Yunhe Wang, Dacheng Tao, Xinghao Chen, Jianyuan Guo, Chunjing Xu, Chao Xu, Chang Xu
2020	A*	`conf`	How Deep Learning Works for Information Retrieval. SIGIR Dacheng Tao
2020	J	`jnl`	Hyper-Laplacian Regularized Multilinear Multiview Self-Representations for Clustering and Semisupervised Learning. IEEE Trans. Cybern. Yuan Xie, Wensheng Zhang, Yanyun Qu, Longquan Dai, Dacheng Tao
2020	J	`jnl`	Inter-layer Transition in Neural Architecture Search. CoRR Benteng Ma, Jing Zhang, Yong Xia, Dacheng Tao
2020	J	`jnl`	Iterative Privileged Learning. IEEE Trans. Neural Networks Learn. Syst. Xue Li, Bo Du, Yipeng Zhang, Chang Xu, Dacheng Tao
2020	J	`jnl`	Knowledge Distillation: A Survey. CoRR Jianping Gou, Baosheng Yu, Stephen John Maybank, Dacheng Tao
2020	A*	`conf`	LTF: A Label Transformation Framework for Correcting Label Shift. ICML Jiaxian Guo, Mingming Gong, Tongliang Liu, Kun Zhang, Dacheng Tao
2020	A*	`conf`	Label-Noise Robust Domain Adaptation. ICML Xiyu Yu, Tongliang Liu, Mingming Gong, Kun Zhang, Kayhan Batmanghelich, Dacheng Tao
2020	—	`conf`	Learning Disentangled Representations with Latent Variation Predictability. ECCV (10) Xinqi Zhu, Chang Xu, Dacheng Tao
2020	J	`jnl`	Learning Disentangled Representations with Latent Variation Predictability. CoRR Xinqi Zhu, Chang Xu, Dacheng Tao
2020	A*	`conf`	Learning Oracle Attention for High-Fidelity Face Completion. CVPR Tong Zhou, Changxing Ding, Shaowen Lin, Xinchao Wang, Dacheng Tao
2020	J	`jnl`	Learning Oracle Attention for High-fidelity Face Completion. CoRR Tong Zhou, Changxing Ding, Shaowen Lin, Xinchao Wang, Dacheng Tao
2020	—	`conf`	Learning Propagation Rules for Attribution Map Generation. ECCV (20) Yiding Yang, Jiayan Qiu, Mingli Song, Dacheng Tao, Xinchao Wang
2020	J	`jnl`	Learning Propagation Rules for Attribution Map Generation. CoRR Yiding Yang, Jiayan Qiu, Mingli Song, Dacheng Tao, Xinchao Wang
2020	A*	`conf`	Learning Unseen Concepts via Hierarchical Decomposition and Composition. CVPR Muli Yang, Cheng Deng, Junchi Yan, Xianglong Liu, Dacheng Tao
2020	A*	`conf`	Learning with Bounded Instance and Label-dependent Label Noise. ICML Jiacheng Cheng, Tongliang Liu, Kotagiri Ramamohanarao, Dacheng Tao
2020	J	`jnl`	LogDet Metric-Based Domain Adaptation. IEEE Trans. Neural Networks Learn. Syst. Youfa Liu, Bo Du, Weiping Tu, Mingming Gong, Yuhong Guo, Dacheng Tao
2020	J	`jnl`	Long-Term Video Prediction via Criticization and Retrospection. IEEE Trans. Image Process. Xinyuan Chen, Chang Xu, Xiaokang Yang, Dacheng Tao
2020	J	`jnl`	Matrix Infinitely Divisible Series: Tail Inequalities and Their Applications. IEEE Trans. Inf. Theory Chao Zhang, Xianjie Gao, Min-Hsiu Hsieh, Hanyuan Hang, Dacheng Tao
2020	J	`jnl`	Motion-Aware Rapid Video Saliency Detection. IEEE Trans. Circuits Syst. Video Technol. Fang Guo, Wenguan Wang, Ziyi Shen, Jianbing Shen, Ling Shao, Dacheng Tao
2020	J	`jnl`	Multi-Task Consistency-Preserving Adversarial Hashing for Cross-Modal Retrieval. IEEE Trans. Image Process. De Xie, Cheng Deng, Chao Li, Xianglong Liu, Dacheng Tao
2020	J	`jnl`	Multi-task Compositional Network for Visual Relationship Detection. Int. J. Comput. Vis. Yibing Zhan, Jun Yu, Ting Yu, Dacheng Tao
2020	J	`jnl`	Multi-task Learning with Coarse Priors for Robust Part-aware Person Re-identification. CoRR Changxing Ding, Kan Wang, Pengfei Wang, Dacheng Tao
2020	J	`jnl`	Multistage GAN for Fabric Defect Detection. IEEE Trans. Image Process. Juhua Liu, Chaoyue Wang, Hai Su, Bo Du, Dacheng Tao
2020	J	`jnl`	Muti-view Mouse Social Behaviour Recognition with Deep Graphical Model. CoRR Zheheng Jiang, Feixiang Zhou, Aite Zhao, Xin Li, Ling Li, Dacheng Tao, Xuelong Li, Huiyu Zhou
2020	A*	`conf`	Nighttime Dehazing with a Synthetic Benchmark. ACM Multimedia Jing Zhang, Yang Cao, Zheng-Jun Zha, Dacheng Tao
2020	J	`jnl`	Nighttime Dehazing with a Synthetic Benchmark. CoRR Jing Zhang, Yang Cao, Zheng-Jun Zha, Dacheng Tao
2020	J	`jnl`	On Combining Biclustering Mining and AdaBoost for Breast Tumor Classification. IEEE Trans. Knowl. Data Eng. Qinghua Huang, Yongdong Chen, Longzhong Liu, Dacheng Tao, Xuelong Li
2020	—	`conf`	On Dropping Clusters to Regularize Graph Convolutional Neural Networks. ECCV (21) Xikun Zhang, Chang Xu, Dacheng Tao
2020	A*	`conf`	On Positive-Unlabeled Classification in GAN. CVPR Tianyu Guo, Chang Xu, Jiajun Huang, Yunhe Wang, Boxin Shi, Chao Xu, Dacheng Tao
2020	J	`jnl`	On Positive-Unlabeled Classification in GAN. CoRR Tianyu Guo, Chang Xu, Jiajun Huang, Yunhe Wang, Boxin Shi, Chao Xu, Dacheng Tao
2020	J	`jnl`	On the Guaranteed Almost Equivalence between Imitation Learning from Observation and Demonstration. CoRR Zhihao Cheng, Liu Liu, Aishan Liu, Hao Sun, Meng Fang, Dacheng Tao
2020	J	`jnl`	One-Pass Multi-Task Networks With Cross-Task Guided Attention for Brain Tumor Segmentation. IEEE Trans. Image Process. Chenhong Zhou, Changxing Ding, Xinchao Wang, Zhentai Lu, Dacheng Tao
2020	J	`jnl`	Open-Set Hypothesis Transfer with Semantic Consistency. CoRR Zeyu Feng, Chang Xu, Dacheng Tao
2020	A*	`conf`	Part-dependent Label Noise: Towards Instance-dependent Label Noise. NeurIPS Xiaobo Xia, Tongliang Liu, Bo Han, Nannan Wang, Mingming Gong, Haifeng Liu, Gang Niu, Dacheng Tao, Masashi Sugiyama
2020	J	`jnl`	Parts-dependent Label Noise: Towards Instance-dependent Label Noise. CoRR Xiaobo Xia, Tongliang Liu, Bo Han, Nannan Wang, Mingming Gong, Haifeng Liu, Gang Niu, Dacheng Tao, Masashi Sugiyama
2020	A*	`conf`	Piecewise linear activations substantially shape the loss surfaces of neural networks. ICLR Fengxiang He, Bohan Wang, Dacheng Tao
2020	J	`jnl`	Piecewise linear activations substantially shape the loss surfaces of neural networks. CoRR Fengxiang He, Bohan Wang, Dacheng Tao
2020	—	`conf`	Polysemy Deciphering Network for Human-Object Interaction Detection. ECCV (20) Xubin Zhong, Changxing Ding, Xian Qu, Dacheng Tao
2020	J	`jnl`	Polysemy Deciphering Network for Robust Human-Object Interaction Detection. CoRR Xubin Zhong, Changxing Ding, Xian Qu, Dacheng Tao
2020	—	`conf`	Pretrained Language Models for Dialogue Generation with Multiple Input Sources. EMNLP (Findings) Yu Cao, Wei Bi, Meng Fang, Dacheng Tao
2020	J	`jnl`	Pretrained Language Models for Dialogue Generation with Multiple Input Sources. CoRR Yu Cao, Wei Bi, Meng Fang, Dacheng Tao
2020	J	`jnl`	Principal Component Adversarial Example. IEEE Trans. Image Process. Yonggang Zhang, Xinmei Tian, Ya Li, Xinchao Wang, Dacheng Tao
2020	J	`jnl`	Proceedings of the AAAI-20 Workshop on Intelligent Process Automation (IPA-20). CoRR Dell Zhang, André Freitas, Dacheng Tao, Dawn Song
2020	J	`jnl`	Progressive Cross-Modal Semantic Network for Zero-Shot Sketch-Based Image Retrieval. IEEE Trans. Image Process. Cheng Deng, Xinxun Xu, Hao Wang, Muli Yang, Dacheng Tao
2020	J	`jnl`	Progressive One-shot Human Parsing. CoRR Haoyu He, Jing Zhang, Bhavani Thuraisingham, Dacheng Tao
2020	A*	`conf`	PuppeteerGAN: Arbitrary Portrait Animation With Semantic-Aware Appearance Transformation. CVPR Zhuo Chen, Chaoyue Wang, Bo Yuan, Dacheng Tao
2020	J	`jnl`	Quantum Geometric Machine Learning for Quantum Circuits and Control. CoRR Elija Perrier, Christopher Ferrie, Dacheng Tao
2020	J	`jnl`	Quantum circuit architecture search: error mitigation and trainability enhancement for variational quantum solvers. CoRR Yuxuan Du, Tao Huang, Shan You, Min-Hsiu Hsieh, Dacheng Tao
2020	J	`jnl`	Quantum differentially private sparse regression learning. CoRR Yuxuan Du, Min-Hsiu Hsieh, Tongliang Liu, Shan You, Dacheng Tao
2020	J	`jnl`	Quantum noise protects quantum classifiers against adversaries. CoRR Yuxuan Du, Min-Hsiu Hsieh, Tongliang Liu, Dacheng Tao, Nana Liu
2020	J	`jnl`	Recent Progress in Appearance-based Action Recognition. CoRR Jack Humphreys, Zhe Chen, Dacheng Tao
2020	J	`jnl`	Recent advances in deep learning theory. CoRR Fengxiang He, Dacheng Tao
2020	J	`jnl`	Receptive Field Size Versus Model Depth for Single Image Super-Resolution. IEEE Trans. Image Process. Ruxin Wang, Mingming Gong, Dacheng Tao
2020	A*	`conf`	Recurrent Feature Reasoning for Image Inpainting. CVPR Jingyuan Li, Ning Wang, Lefei Zhang, Bo Du, Dacheng Tao
2020	J	`jnl`	Recurrent Feature Reasoning for Image Inpainting. CoRR Jingyuan Li, Ning Wang, Lefei Zhang, Bo Du, Dacheng Tao
2020	J	`jnl`	Repulsive Mixture Models of Exponential Family PCA for Clustering. CoRR Maoying Qiao, Tongliang Liu, Jun Yu, Wei Bian, Dacheng Tao
2020	J	`jnl`	Robust Student Network Learning. IEEE Trans. Neural Networks Learn. Syst. Tianyu Guo, Chang Xu, Shiyi He, Boxin Shi, Chao Xu, Dacheng Tao
2020	J	`jnl`	Robust learning with imperfect privileged information. Artif. Intell. Xue Li, Bo Du, Chang Xu, Yipeng Zhang, Lefei Zhang, Dacheng Tao
2020	J	`jnl`	Robustness, Privacy, and Generalization of Adversarial Training. CoRR Fengxiang He, Shaopeng Fu, Bohan Wang, Dacheng Tao
2020	A*	`conf`	SCOP: Scientific Control for Reliable Neural Network Pruning. NeurIPS Yehui Tang, Yunhe Wang, Yixing Xu, Dacheng Tao, Chunjing Xu, Chao Xu, Chang Xu
2020	J	`jnl`	SCOP: Scientific Control for Reliable Neural Network Pruning. CoRR Yehui Tang, Yunhe Wang, Yixing Xu, Dacheng Tao, Chunjing Xu, Chao Xu, Chang Xu
2020	J	`jnl`	SIR: Self-supervised Image Rectification via Seeing the Same Scene from Multiple Different Lenses. CoRR Jinlong Fan, Jing Zhang, Dacheng Tao
2020	A*	`conf`	Searching for Low-Bit Weights in Quantized Neural Networks. NeurIPS Zhaohui Yang, Yunhe Wang, Kai Han, Chunjing Xu, Chao Xu, Dacheng Tao, Chang Xu
2020	J	`jnl`	Searching for Low-Bit Weights in Quantized Neural Networks. CoRR Zhaohui Yang, Yunhe Wang, Kai Han, Chunjing Xu, Chao Xu, Dacheng Tao, Chang Xu
2020	A*	`conf`	Self-Attention with Cross-Lingual Position Representation. ACL Liang Ding, Longyue Wang, Dacheng Tao
2020	J	`jnl`	Self-Attention with Cross-Lingual Position Representation. CoRR Liang Ding, Longyue Wang, Dacheng Tao
2020	J	`jnl`	Self-Supervised Pose Adaptation for Cross-Domain Image Animation. IEEE Trans. Artif. Intell. Chaoyue Wang, Chang Xu, Dacheng Tao
2020	J	`jnl`	Self-supervised Exposure Trajectory Recovery for Dynamic Blur Estimation. CoRR Youjian Zhang, Chaoyue Wang, Stephen J. Maybank, Dacheng Tao
2020	J	`jnl`	Semi-online Multi-people Tracking by Re-identification. Int. J. Comput. Vis. Long Lan, Xinchao Wang, Gang Hua, Thomas S. Huang, Dacheng Tao
2020	—	`conf`	Short-Term and Long-Term Context Aggregation Network for Video Inpainting. ECCV (4) Ang Li, Shanshan Zhao, Xingjun Ma, Mingming Gong, Jianzhong Qi, Rui Zhang, Dacheng Tao, Ramamohanarao Kotagiri
2020	J	`jnl`	Short-Term and Long-Term Context Aggregation Network for Video Inpainting. CoRR Ang Li, Shanshan Zhao, Xingjun Ma, Mingming Gong, Jianzhong Qi, Rui Zhang, Dacheng Tao, Ramamohanarao Kotagiri
2020	J	`jnl`	Siamese Local and Global Networks for Robust Face Tracking. IEEE Trans. Image Process. Yuankai Qi, Shengping Zhang, Feng Jiang, Huiyu Zhou, Dacheng Tao, Xuelong Li
2020	J	`jnl`	SnapMix: Semantically Proportional Mixing for Augmenting Fine-grained Data. CoRR Shaoli Huang, Xinchao Wang, Dacheng Tao
2020	J	`jnl`	Spatial Pyramid-Enhanced NetVLAD With Weighted Triplet Loss for Place Recognition. IEEE Trans. Neural Networks Learn. Syst. Jun Yu, Chaoyang Zhu, Jian Zhang, Qingming Huang, Dacheng Tao
2020	—	`conf`	Spatiotemporal Attacks for Embodied Agents. ECCV (17) Aishan Liu, Tairan Huang, Xianglong Liu, Yitao Xu, Yuqing Ma, Xinyun Chen, Stephen J. Maybank, Dacheng Tao
2020	—	`conf`	Symbiotic Adversarial Learning for Attribute-Based Person Search. ECCV (14) Yu-Tong Cao, Jingya Wang, Dacheng Tao
2020	J	`jnl`	Symbiotic Adversarial Learning for Attribute-based Person Search. CoRR Yu-Tong Cao, Jingya Wang, Dacheng Tao
2020	A*	`conf`	Syntax-Aware Action Targeting for Video Captioning. CVPR Qi Zheng, Chaoyue Wang, Dacheng Tao
2020	J	`jnl`	Targeted Attention Attack on Deep Learning Models in Road Sign Recognition. CoRR Xinghao Yang, Weifeng Liu, Shengli Zhang, Wei Liu, Dacheng Tao
2020	J	`jnl`	Tighter Generalization Bounds for Iterative Differentially Private Learning Algorithms. CoRR Fengxiang He, Bohan Wang, Dacheng Tao
2020	J	`jnl`	Towards Defending Multiple Adversarial Perturbations via Gated Batch Normalization. CoRR Aishan Liu, Shiyu Tang, Xianglong Liu, Xinyun Chen, Lei Huang, Zhuozhuo Tu, Dawn Song, Dacheng Tao
2020	J	`jnl`	Towards High Performance Human Keypoint Detection. CoRR Jing Zhang, Zhe Chen, Dacheng Tao
2020	J	`jnl`	Towards Mixture Proportion Estimation without Irreducibility. CoRR Yu Yao, Tongliang Liu, Bo Han, Mingming Gong, Gang Niu, Masashi Sugiyama, Dacheng Tao
2020	J	`jnl`	Transforming Cooling Optimization for Green Data Center via Deep Reinforcement Learning. IEEE Trans. Cybern. Yuanlong Li, Yonggang Wen, Dacheng Tao, Kyle Guan
2020	J	`jnl`	Transforming Device Fingerprinting for Wireless Security via Online Multitask Metric Learning. IEEE Internet Things J. Yong Luo, Han Hu, Yonggang Wen, Dacheng Tao
2020	J	`jnl`	Two-Stream Deep Hashing With Class-Specific Centers for Supervised Image Search. IEEE Trans. Neural Networks Learn. Syst. Cheng Deng, Erkun Yang, Tongliang Liu, Dacheng Tao
2020	A*	`conf`	Understanding Generalization in Recurrent Neural Networks. ICLR Zhuozhuo Tu, Fengxiang He, Dacheng Tao
2020	J	`jnl`	Understanding and Improving Lexical Choice in Non-Autoregressive Translation. CoRR Liang Ding, Longyue Wang, Xuebo Liu, Derek F. Wong, Dacheng Tao, Zhaopeng Tu
2020	J	`jnl`	VR-SGD: A Simple Stochastic Variance Reduction Method for Machine Learning. IEEE Trans. Knowl. Data Eng. Fanhua Shang, Kaiwen Zhou, Hongying Liu, James Cheng, Ivor W. Tsang, Lijun Zhang, Dacheng Tao, Licheng Jiao
2020	J	`jnl`	Variational approach for privacy funnel optimization on continuous data. J. Parallel Distributed Comput. Lihao Nan, Dacheng Tao
2020	A*	`conf`	Video Frame Interpolation without Temporal Priors. NeurIPS Youjian Zhang, Chaoyue Wang, Dacheng Tao
2020	—	`conf`	Visual Compositional Learning for Human-Object Interaction Detection. ECCV (15) Zhi Hou, Xiaojiang Peng, Yu Qiao, Dacheng Tao
2020	J	`jnl`	Visual Compositional Learning for Human-Object Interaction Detection. CoRR Zhi Hou, Xiaojiang Peng, Yu Qiao, Dacheng Tao
2020	J	`jnl`	Why ResNet Works? Residuals Generalize. IEEE Trans. Neural Networks Learn. Syst. Fengxiang He, Tongliang Liu, Dacheng Tao
2020	J	`jnl`	Wide-angle Image Rectification: A Survey. CoRR Jinlong Fan, Jing Zhang, Stephen J. Maybank, Dacheng Tao
2020	J	`jnl`	xTML: A Unified Heterogeneous Transfer Metric Learning Framework for Multimedia Applications [Application Notes]. IEEE Comput. Intell. Mag. Lu Liu, Yong Luo, Han Hu, Yonggang Wen, Dacheng Tao, Xin Yao
2019	J	`jnl`	A Data-Driven Framework for Tunnel Geological-Type Prediction Based on TBM Operating Data. IEEE Access Junhong Zhao, Maolin Shi, Gang Hu, Xueguan Song, Chao Zhang, Dacheng Tao, Wei Wu
2019	J	`jnl`	A Distributed Approach towards Discriminative Distance Metric Learning. CoRR Jun Li, Xun Lin, Xiaoguang Rui, Yong Rui, Dacheng Tao
2019	J	`jnl`	A Hybrid Level Set With Semantic Shape Constraint for Object Segmentation. IEEE Trans. Cybern. Bin Wang, Xiuying Yuan, Xinbo Gao, Xuelong Li, Dacheng Tao
2019	J	`jnl`	A Light Dual-Task Neural Network for Haze Removal. CoRR Yu Zhang, Xinchao Wang, Xiaojun Bi, Dacheng Tao
2019	J	`jnl`	A Quantum-inspired Algorithm for General Minimum Conical Hull Problems. CoRR Yuxuan Du, Min-Hsiu Hsieh, Tongliang Liu, Dacheng Tao
2019	J	`jnl`	A Regularization Approach for Instance-Based Superset Label Learning. CoRR Chen Gong, Tongliang Liu, Yuanyan Tang, Jian Yang, Jie Yang, Dacheng Tao
2019	J	`jnl`	A Shape Transformation-based Dataset Augmentation Framework for Pedestrian Detection. CoRR Zhe Chen, Wanli Ouyang, Tongliang Liu, Dacheng Tao
2019	J	`jnl`	Active Multi-Kernel Domain Adaptation for Hyperspectral Image Classification. CoRR Cheng Deng, Xianglong Liu, Chao Li, Dacheng Tao
2019	J	`jnl`	Active Transfer Learning Network: A Unified Deep Joint Spectral-Spatial Feature Learning Model For Hyperspectral Image Classification. CoRR Cheng Deng, Yumeng Xue, Xianglong Liu, Chao Li, Dacheng Tao
2019	J	`jnl`	Active Transfer Learning Network: A Unified Deep Joint Spectral-Spatial Feature Learning Model for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. Cheng Deng, Yumeng Xue, Xianglong Liu, Chao Li, Dacheng Tao
2019	A*	`conf`	ActivityNet-QA: A Dataset for Understanding Complex Web Videos via Question Answering. AAAI Zhou Yu, Dejing Xu, Jun Yu, Ting Yu, Zhou Zhao, Yueting Zhuang, Dacheng Tao
2019	J	`jnl`	ActivityNet-QA: A Dataset for Understanding Complex Web Videos via Question Answering. CoRR Zhou Yu, Dejing Xu, Jun Yu, Ting Yu, Zhou Zhao, Yueting Zhuang, Dacheng Tao
2019	J	`jnl`	Adapting Stochastic Block Models to Power-Law Degree Distributions. CoRR Maoying Qiao, Jun Yu, Wei Bian, Qiang Li, Dacheng Tao
2019	J	`jnl`	Adapting Stochastic Block Models to Power-Law Degree Distributions. IEEE Trans. Cybern. Maoying Qiao, Jun Yu, Wei Bian, Qiang Li, Dacheng Tao
2019	J	`jnl`	All you need is a good representation: A multi-level and classifier-centric representation for few-shot learning. CoRR Shaoli Huang, Dacheng Tao
2019	J	`jnl`	An End-to-end Framework for Unconstrained Monocular 3D Hand Pose Estimation. CoRR Sanjeev Sharma, Shaoli Huang, Dacheng Tao
2019	J	`jnl`	An Underwater Image Enhancement Benchmark Dataset and Beyond. CoRR Chongyi Li, Chunle Guo, Wenqi Ren, Runmin Cong, Junhui Hou, Sam Kwong, Dacheng Tao
2019	J	`jnl`	Anchor Cascade for Efficient Face Detection. IEEE Trans. Image Process. Baosheng Yu, Dacheng Tao
2019	A*	`conf`	Approximated Bilinear Modules for Temporal Modeling. ICCV Xinqi Zhu, Chang Xu, Langwen Hui, Cewu Lu, Dacheng Tao
2019	A*	`conf`	Asymmetric Cross-Guided Attention Network for Actor and Action Video Segmentation From Natural Language Query. ICCV Hao Wang, Cheng Deng, Junchi Yan, Dacheng Tao
2019	J	`jnl`	Autoencoder-based cluster ensembles for single-cell RNA-seq data analysis. BMC Bioinform. Thomas Andrew Geddes, Taiyun Kim, Lihao Nan, James G. Burchfield, Jean Yee Hwa Yang, Dacheng Tao, Pengyi Yang
2019	—	`conf`	BAG: Bi-directional Attention Entity Graph Convolutional Network for Multi-hop Reasoning Question Answering. NAACL-HLT (1) Yu Cao, Meng Fang, Dacheng Tao
2019	J	`jnl`	BAG: Bi-directional Attention Entity Graph Convolutional Network for Multi-hop Reasoning Question Answering. CoRR Yu Cao, Meng Fang, Dacheng Tao
2019	J	`jnl`	BIT: Biologically Inspired Tracker. CoRR Bolun Cai, Xiangmin Xu, Xiaofen Xing, Kui Jia, Jie Miao, Dacheng Tao
2019	J	`jnl`	Balance control of a biped robot on a rotating platform based on efficient reinforcement learning. IEEE CAA J. Autom. Sinica Ao Xi, Thushal Wijekoon Mudiyanselage, Dacheng Tao, Chao Chen
2019	J	`jnl`	Benchmarking Single-Image Dehazing and Beyond. IEEE Trans. Image Process. Boyi Li, Wenqi Ren, Dengpan Fu, Dacheng Tao, Dan Feng, Wenjun Zeng, Zhangyang Wang
2019	J	`jnl`	Bi-Phase Evolutionary Searching for Biclusters in Gene Expression Data. IEEE Trans. Evol. Comput. Qinghua Huang, Xianhai Huang, Zhoufan Kong, Xuelong Li, Dacheng Tao
2019	—	`conf`	Building Effective Short Video Recommendation. ICME Workshops Yang Liu, Cheng Lyu, Zhiyuan Liu, Dacheng Tao
2019	J	`jnl`	CDPM: Convolutional Deformable Part Models for Person Re-identification. CoRR Kan Wang, Changxing Ding, Stephen J. Maybank, Dacheng Tao
2019	A*	`conf`	Category Anchor-Guided Unsupervised Domain Adaptation for Semantic Segmentation. NeurIPS Qiming Zhang, Jing Zhang, Wei Liu, Dacheng Tao
2019	J	`jnl`	Category Anchor-Guided Unsupervised Domain Adaptation for Semantic Segmentation. CoRR Qiming Zhang, Jing Zhang, Wei Liu, Dacheng Tao
2019	J	`jnl`	Classification with label noise: a Markov chain sampling framework. Data Min. Knowl. Discov. Zijin Zhao, Lingyang Chu, Dacheng Tao, Jian Pei
2019	A*	`conf`	Collect and Select: Semantic Alignment Metric Learning for Few-Shot Learning. ICCV Fusheng Hao, Fengxiang He, Jun Cheng, Lei Wang, Jianzhong Cao, Dacheng Tao
2019	J	`jnl`	Context-Aware Mouse Behavior Recognition Using Hidden Markov Models. IEEE Trans. Image Process. Zheheng Jiang, Danny Crookes, Brian Desmond Green, Yunfeng Zhao, Haiping Ma, Ling Li, Shengping Zhang, Dacheng Tao, Huiyu Zhou
2019	J	`jnl`	Continuous Dropout. CoRR Xu Shen, Xinmei Tian, Tongliang Liu, Fang Xu, Dacheng Tao
2019	A*	`conf`	Control Batch Size and Learning Rate to Generalize Well: Theoretical and Empirical Evidence. NeurIPS Fengxiang He, Tongliang Liu, Dacheng Tao
2019	J	`jnl`	Correlated Logistic Model With Elastic Net Regularization for Multilabel Image Classification. CoRR Qiang Li, Bo Xie, Jane You, Wei Bian, Dacheng Tao
2019	J	`jnl`	Correntropy-Induced Robust Low-Rank Hypergraph. IEEE Trans. Image Process. Taisong Jin, Rongrong Ji, Yue Gao, Xiaoshuai Sun, Xibin Zhao, Dacheng Tao
2019	J	`jnl`	Cost-Sensitive Feature Selection by Optimizing F-Measures. CoRR Meng Liu, Chang Xu, Yong Luo, Chao Xu, Yonggang Wen, Dacheng Tao
2019	J	`jnl`	Coupled Learning for Facial Deblur. CoRR Dayong Tian, Dacheng Tao
2019	J	`jnl`	Data Subset Selection With Imperfect Multiple Labels. IEEE Trans. Neural Networks Learn. Syst. Meng Fang, Tianyi Zhou, Jie Yin, Yang Wang, Dacheng Tao
2019	J	`jnl`	Decomposition-Based Transfer Distance Metric Learning for Image Classification. CoRR Yong Luo, Tongliang Liu, Dacheng Tao, Chao Xu
2019	A*	`conf`	Deep Metric Learning With Tuplet Margin Loss. ICCV Baosheng Yu, Dacheng Tao
2019	A*	`conf`	Deep Modular Co-Attention Networks for Visual Question Answering. CVPR Zhou Yu, Jun Yu, Yuhao Cui, Dacheng Tao, Qi Tian
2019	J	`jnl`	Deep Modular Co-Attention Networks for Visual Question Answering. CoRR Zhou Yu, Jun Yu, Yuhao Cui, Dacheng Tao, Qi Tian
2019	J	`jnl`	Deep Multi-View Learning Using Neuron-Wise Correlation-Maximizing Regularizers. IEEE Trans. Image Process. Kui Jia, Jiehong Lin, Mingkui Tan, Dacheng Tao
2019	J	`jnl`	Deep Multi-View Learning using Neuron-Wise Correlation-Maximizing Regularizers. CoRR Kui Jia, Jiehong Lin, Mingkui Tan, Dacheng Tao
2019	J	`jnl`	Deep Multi-scale Discriminative Networks for Double JPEG Compression Forensics. CoRR Cheng Deng, Zhao Li, Xinbo Gao, Dacheng Tao
2019	J	`jnl`	Deep Multi-scale Discriminative Networks for Double JPEG Compression Forensics. ACM Trans. Intell. Syst. Technol. Cheng Deng, Zhao Li, Xinbo Gao, Dacheng Tao
2019	A*	`conf`	Deep Reinforcement Active Learning for Human-in-the-Loop Person Re-Identification. ICCV Zimo Liu, Jingya Wang, Shaogang Gong, Dacheng Tao, Huchuan Lu
2019	A*	`conf`	DistillHash: Unsupervised Deep Hashing by Distilling Data Pairs. CVPR Erkun Yang, Tongliang Liu, Cheng Deng, Wei Liu, Dacheng Tao
2019	J	`jnl`	DistillHash: Unsupervised Deep Hashing by Distilling Data Pairs. CoRR Erkun Yang, Tongliang Liu, Cheng Deng, Wei Liu, Dacheng Tao
2019	J	`jnl`	Diversified Hidden Markov Models for Sequential Labeling. CoRR Maoying Qiao, Wei Bian, Richard Yida Xu, Dacheng Tao
2019	J	`jnl`	Dual-Transfer Face Sketch-Photo Synthesis. IEEE Trans. Image Process. Mingjin Zhang, Ruxin Wang, Xinbo Gao, Jie Li, Dacheng Tao
2019	J	`jnl`	Dualityfree Methods for Stochastic Composition Optimization. IEEE Trans. Neural Networks Learn. Syst. Liu Liu, Ji Liu, Dacheng Tao
2019	J	`jnl`	Early Expression Detection via Online Multi-Instance Learning With Nonlinear Extension. IEEE Trans. Neural Networks Learn. Syst. Liping Xie, Dacheng Tao, Haikun Wei
2019	J	`jnl`	Efficient Online Quantum Generative Adversarial Learning Algorithms with Applications. CoRR Yuxuan Du, Min-Hsiu Hsieh, Dacheng Tao
2019	J	`jnl`	Eigenfunction-Based Multitask Learning in a Reproducing Kernel Hilbert Space. IEEE Trans. Neural Networks Learn. Syst. Xinmei Tian, Ya Li, Tongliang Liu, Xinchao Wang, Dacheng Tao
2019	J	`jnl`	Enhancing the Robustness of Neural Collaborative Filtering Systems Under Malicious Attacks. IEEE Trans. Multim. Yali Du, Meng Fang, Jinfeng Yi, Chang Xu, Jun Cheng, Dacheng Tao
2019	J	`jnl`	Ensemble Teaching for Hybrid Label Propagation. CoRR Chen Gong, Dacheng Tao, Xiaojun Chang, Jian Yang
2019	J	`jnl`	Ensemble Teaching for Hybrid Label Propagation. IEEE Trans. Cybern. Chen Gong, Dacheng Tao, Xiaojun Chang, Jian Yang
2019	J	`jnl`	Evolutionary Generative Adversarial Networks. IEEE Trans. Evol. Comput. Chaoyue Wang, Chang Xu, Xin Yao, Dacheng Tao
2019	J	`jnl`	Exploring Representativeness and Informativeness for Active Learning. CoRR Bo Du, Zengmao Wang, Lefei Zhang, Liangpei Zhang, Wei Liu, Jialie Shen, Dacheng Tao
2019	J	`jnl`	FAMED-Net: A Fast and Accurate Multi-scale End-to-end Dehazing Network. CoRR Jing Zhang, Dacheng Tao
2019	A*	`conf`	Fast Spatio-Temporal Residual Network for Video Super-Resolution. CVPR Sheng Li, Fengxiang He, Bo Du, Lefei Zhang, Yonghao Xu, Dacheng Tao
2019	J	`jnl`	Fast Spatio-Temporal Residual Network for Video Super-Resolution. CoRR Sheng Li, Fengxiang He, Bo Du, Lefei Zhang, Yonghao Xu, Dacheng Tao
2019	J	`jnl`	Fast Supervised Discrete Hashing. CoRR Jie Gui, Tongliang Liu, Zhenan Sun, Dacheng Tao, Tieniu Tan
2019	J	`jnl`	Feature Learning Using Spatial-Spectral Hypergraph Discriminant Analysis for Hyperspectral Image. IEEE Trans. Cybern. Fulin Luo, Bo Du, Liangpei Zhang, Lefei Zhang, Dacheng Tao
2019	J	`jnl`	Full-Stack Filters to Build Minimum Viable CNNs. CoRR Kai Han, Yunhe Wang, Yixing Xu, Chunjing Xu, Dacheng Tao, Chang Xu
2019	J	`jnl`	Fully-Featured Attribute Transfer. CoRR De Xie, Muli Yang, Cheng Deng, Wei Liu, Dacheng Tao
2019	J	`jnl`	Gated-GAN: Adversarial Gated Networks for Multi-Collection Style Transfer. CoRR Xinyuan Chen, Chang Xu, Xiaokang Yang, Li Song, Dacheng Tao
2019	J	`jnl`	Gated-GAN: Adversarial Gated Networks for Multi-Collection Style Transfer. IEEE Trans. Image Process. Xinyuan Chen, Chang Xu, Xiaokang Yang, Li Song, Dacheng Tao
2019	A*	`conf`	Geometry-Aware Symmetric Domain Adaptation for Monocular Depth Estimation. CVPR Shanshan Zhao, Huan Fu, Mingming Gong, Dacheng Tao
2019	J	`jnl`	Geometry-Aware Symmetric Domain Adaptation for Monocular Depth Estimation. CoRR Shanshan Zhao, Huan Fu, Mingming Gong, Dacheng Tao
2019	A*	`conf`	Geometry-Consistent Generative Adversarial Networks for One-Sided Unsupervised Domain Mapping. CVPR Huan Fu, Mingming Gong, Chaohui Wang, Kayhan Batmanghelich, Kun Zhang, Dacheng Tao
2019	J	`jnl`	Global Hashing System for Fast Image Search. CoRR Dayong Tian, Dacheng Tao
2019	J	`jnl`	Graph Reasoning Networks for Visual Question Answering. CoRR Dalu Guo, Chang Xu, Dacheng Tao
2019	J	`jnl`	Grapy-ML: Graph Pyramid Mutual Learning for Cross-dataset Human Parsing. CoRR Haoyu He, Jing Zhang, Qiming Zhang, Dacheng Tao
2019	J	`jnl`	Heterogeneous Multi-task Metric Learning across Multiple Domains. CoRR Yong Luo, Yonggang Wen, Dacheng Tao
2019	A	`conf`	Hidden States Exploration for 3D Skeleton-Based Gesture Recognition. WACV Xin Liu, Henglin Shi, Xiaopeng Hong, Haoyu Chen, Dacheng Tao, Guoying Zhao
2019	J	`jnl`	Holistic CNN Compression via Low-Rank Decomposition with Knowledge Transfer. IEEE Trans. Pattern Anal. Mach. Intell. Shaohui Lin, Rongrong Ji, Chao Chen, Dacheng Tao, Jiebo Luo
2019	J	`jnl`	Human Keypoint Detection by Progressive Context Refinement. CoRR Jing Zhang, Zhe Chen, Dacheng Tao
2019	J	`jnl`	Hyperspectral image unsupervised classification by robust manifold matrix factorization. Inf. Sci. Lefei Zhang, Liangpei Zhang, Bo Du, Jane You, Dacheng Tao
2019	J	`jnl`	Image Recognition by Predicted User Click Feature With Multidomain Multitask Transfer Deep Network. IEEE Trans. Image Process. Min Tan, Jun Yu, Hongyuan Zhang, Yong Rui, Dacheng Tao
2019	A*	`conf`	Image-Question-Answer Synergistic Network for Visual Dialog. CVPR Dalu Guo, Chang Xu, Dacheng Tao
2019	J	`jnl`	Image-Question-Answer Synergistic Network for Visual Dialog. CoRR Dalu Guo, Chang Xu, Dacheng Tao
2019	J	`jnl`	Investigation of wind pressures on tall building under interference effects using machine learning techniques. CoRR Gang Hu, Lingbo Liu, Dacheng Tao, Jie Song, K. C. S. Kwok
2019	A*	`conf`	LIIR: Learning Individual Intrinsic Reward in Multi-Agent Reinforcement Learning. NeurIPS Yali Du, Lei Han, Meng Fang, Ji Liu, Tianhong Dai, Dacheng Tao
2019	J	`jnl`	Large Margin Multi-modal Multi-task Feature Extraction for Image Classification. CoRR Yong Luo, Yonggang Wen, Dacheng Tao, Jie Gui, Chao Xu
2019	J	`jnl`	Large-Margin Label-Calibrated Support Vector Machines for Positive and Unlabeled Learning. IEEE Trans. Neural Networks Learn. Syst. Chen Gong, Tongliang Liu, Jian Yang, Dacheng Tao
2019	A*	`conf`	Learn, Imagine and Create: Text-to-Image Generation from Prior Knowledge. NeurIPS Tingting Qiao, Jing Zhang, Duanqing Xu, Dacheng Tao
2019	J	`jnl`	Learning Depth from Monocular Videos Using Synthetic Data: A Temporally-Consistent Domain Adaptation Approach. CoRR Yipeng Mou, Mingming Gong, Huan Fu, Kayhan Batmanghelich, Kun Zhang, Dacheng Tao
2019	A*	`conf`	Learning Using Privileged Information for Food Recognition. ACM Multimedia Lei Meng, Long Chen, Xun Yang, Dacheng Tao, Hanwang Zhang, Chunyan Miao, Tat-Seng Chua
2019	A*	`conf`	Learning a Mixture of Granularity-Specific Experts for Fine-Grained Categorization. ICCV Lianbo Zhang, Shaoli Huang, Wei Liu, Dacheng Tao
2019	J	`jnl`	Learning a No-Reference Quality Assessment Model of Enhanced Images With Big Data. CoRR Ke Gu, Dacheng Tao, Junfei Qiao, Weisi Lin
2019	A*	`conf`	Learning from Bad Data via Generation. NeurIPS Tianyu Guo, Chang Xu, Boxin Shi, Chao Xu, Dacheng Tao
2019	J	`jnl`	Learning with Inadequate and Incorrect Supervision. CoRR Chen Gong, Hengmin Zhang, Jian Yang, Dacheng Tao
2019	A*	`conf`	Likelihood-Free Overcomplete ICA and Applications In Causal Discovery. NeurIPS Chenwei Ding, Mingming Gong, Kun Zhang, Dacheng Tao
2019	J	`jnl`	Likelihood-Free Overcomplete ICA and Applications in Causal Discovery. CoRR Chenwei Ding, Mingming Gong, Kun Zhang, Dacheng Tao
2019	J	`jnl`	Local Deep-Feature Alignment for Unsupervised Dimension Reduction. CoRR Jian Zhang, Jun Yu, Dacheng Tao
2019	A*	`conf`	MirrorGAN: Learning Text-To-Image Generation by Redescription. CVPR Tingting Qiao, Jing Zhang, Duanqing Xu, Dacheng Tao
2019	J	`jnl`	MirrorGAN: Learning Text-to-image Generation by Redescription. CoRR Tingting Qiao, Jing Zhang, Duanqing Xu, Dacheng Tao
2019	J	`jnl`	Multi-Modal Curriculum Learning over Graphs. ACM Trans. Intell. Syst. Technol. Chen Gong, Jian Yang, Dacheng Tao
2019	J	`jnl`	Multi-Task Structure-Aware Context Modeling for Robust Keypoint-Based Object Tracking. IEEE Trans. Pattern Anal. Mach. Intell. Xi Li, Liming Zhao, Wei Ji, Yiming Wu, Fei Wu, Ming-Hsuan Yang, Dacheng Tao, Ian Reid
2019	J	`jnl`	Multi-View Intact Space Learning. CoRR Chang Xu, Dacheng Tao, Chao Xu
2019	J	`jnl`	Multi-View Matrix Completion for Multi-Label Image Classification. CoRR Yong Luo, Tongliang Liu, Dacheng Tao, Chao Xu
2019	A*	`conf`	Multi-task Recurrent Neural Networks and Higher-order Markov Random Fields for Stock Price Movement Prediction: Multi-task RNN and Higer-order MRFs for Stock Price Classification. KDD Chang Li, Dongjin Song, Dacheng Tao
2019	J	`jnl`	Multi-view Vector-valued Manifold Regularization for Multi-label Image Classification. CoRR Yong Luo, Dacheng Tao, Chang Xu, Chao Xu, Hong Liu, Yonggang Wen
2019	J	`jnl`	Multi-view common component discriminant analysis for cross-view classification. Pattern Recognit. Xinge You, Jiamiao Xu, Wei Yuan, Xiao-Yuan Jing, Dacheng Tao, Taiping Zhang
2019	J	`jnl`	Multimodal Unified Attention Networks for Vision-and-Language Interactions. CoRR Zhou Yu, Yuhao Cui, Jun Yu, Dacheng Tao, Qi Tian
2019	J	`jnl`	Multiobject Tracking by Submodular Optimization. IEEE Trans. Cybern. Jianbing Shen, Zhiyuan Liang, Jianhong Liu, Hanqiu Sun, Ling Shao, Dacheng Tao
2019	J	`jnl`	Multiview Hessian Regularization for Image Annotation. CoRR Weifeng Liu, Dacheng Tao
2019	A*	`conf`	Not All Parts Are Created Equal: 3D Pose Estimation by Modeling Bi-Directional Dependencies of Body Parts. ICCV Jue Wang, Shaoli Huang, Xinchao Wang, Dacheng Tao
2019	J	`jnl`	Not All Parts Are Created Equal: 3D Pose Estimation by Modelling Bi-directional Dependencies of Body Parts. CoRR Jue Wang, Shaoli Huang, Xinchao Wang, Dacheng Tao
2019	J	`jnl`	On Better Exploring and Exploiting Task Relationships in Multi-Task Learning: Joint Model and Feature Learning. CoRR Ya Li, Xinmei Tian, Tongliang Liu, Dacheng Tao
2019	J	`jnl`	On Dimension-free Tail Inequalities for Sums of Random Matrices and Applications. CoRR Chao Zhang, Min-Hsiu Hsieh, Dacheng Tao
2019	A*	`conf`	On Exploring Undetermined Relationships for Visual Relationship Detection. CVPR Yibing Zhan, Jun Yu, Ting Yu, Dacheng Tao
2019	J	`jnl`	On Exploring Undetermined Relationships for Visual Relationship Detection. CoRR Yibing Zhan, Jun Yu, Ting Yu, Dacheng Tao
2019	J	`jnl`	One-pass Multi-task Networks with Cross-task Guided Attention for Brain Tumor Segmentation. CoRR Chenhong Zhou, Changxing Ding, Xinchao Wang, Zhentai Lu, Dacheng Tao
2019	J	`jnl`	Orthogonal Deep Neural Networks. CoRR Kui Jia, Shuai Li, Yuxin Wen, Tongliang Liu, Dacheng Tao
2019	J	`jnl`	Packing Convolutional Neural Networks in the Frequency Domain. IEEE Trans. Pattern Anal. Mach. Intell. Yunhe Wang, Chang Xu, Chao Xu, Dacheng Tao
2019	J	`jnl`	Patch Reordering: a Novel Way to Achieve Rotation and Translation Invariance in Convolutional Neural Networks. CoRR Xu Shen, Xinmei Tian, Shaoyan Sun, Dacheng Tao
2019	J	`jnl`	Patch alignment manifold matting. CoRR Xuelong Li, Kang Liu, Yongsheng Dong, Dacheng Tao
2019	A*	`conf`	Perceptual-Sensitive GAN for Generating Adversarial Patches. AAAI Aishan Liu, Xianglong Liu, Jiaxin Fan, Yuqing Ma, Anlan Zhang, Huiyuan Xie, Dacheng Tao
2019	J	`jnl`	Person Re-identification with Metric Learning using Privileged Information. CoRR Xun Yang, Meng Wang, Dacheng Tao
2019	A*	`conf`	Positive-Unlabeled Compression on the Cloud. NeurIPS Yixing Xu, Yunhe Wang, Hanting Chen, Kai Han, Chunjing Xu, Dacheng Tao, Chang Xu
2019	J	`jnl`	Positive-Unlabeled Compression on the Cloud. CoRR Yixing Xu, Yunhe Wang, Hanting Chen, Kai Han, Chunjing Xu, Dacheng Tao, Chang Xu
2019	A	`ed.`	Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019. CIKM Wenwu Zhu, Dacheng Tao, Xueqi Cheng, Peng Cui, Elke A. Rundensteiner, David Carmel, Qi He, Jeffrey Xu Yu
2019	J	`jnl`	Progressive LiDAR Adaptation for Road Detection. CoRR Zhe Chen, Jing Zhang, Dacheng Tao
2019	J	`jnl`	Progressive LiDAR adaptation for road detection. IEEE CAA J. Autom. Sinica Zhe Chen, Jing Zhang, Dacheng Tao
2019	A*	`conf`	Progressive Reconstruction of Visual Structure for Image Inpainting. ICCV Jingyuan Li, Fengxiang He, Lefei Zhang, Bo Du, Dacheng Tao
2019	J	`jnl`	Quantum algorithm for finding the negative curvature direction in non-convex optimization. CoRR Kaining Zhang, Min-Hsiu Hsieh, Liu Liu, Dacheng Tao
2019	J	`jnl`	Query-Adaptive Hash Code Ranking for Large-Scale Multi-View Visual Search. CoRR Xianglong Liu, Lei Huang, Cheng Deng, Bo Lang, Dacheng Tao
2019	J	`jnl`	ROMIR: Robust Multi-View Image Re-Ranking. IEEE Trans. Knowl. Data Eng. Jun Li, Chang Xu, Wankou Yang, Changyin Sun, Ramamohanarao Kotagiri, Dacheng Tao
2019	A	`conf`	ReS2TIM: Reconstruct Syntactic Structures from Table Images. ICDAR Wenyuan Xue, Qingyong Li, Dacheng Tao
2019	J	`jnl`	Recurrent Graph Syntax Encoder for Neural Machine Translation. CoRR Liang Ding, Dacheng Tao
2019	J	`jnl`	Region-wise Generative Adversarial ImageInpainting for Large Missing Areas. CoRR Yuqing Ma, Xianglong Liu, Shihao Bai, Lei Wang, Aishan Liu, Dacheng Tao, Edwin R. Hancock
2019	J	`jnl`	Robust Graph-Based Semisupervised Learning for Noisy Labeled Data via Maximum Correntropy Criterion. IEEE Trans. Cybern. Bo Du, Xinyao Tang, Zengmao Wang, Lefei Zhang, Dacheng Tao
2019	J	`jnl`	Robust Subspace Clustering by Cauchy Loss Function. IEEE Trans. Neural Networks Learn. Syst. Xuelong Li, Quanmao Lu, Yongsheng Dong, Dacheng Tao
2019	J	`jnl`	Robust Visual Tracking Revisited: From Correlation Filter to Template Matching. CoRR Fanghui Liu, Chen Gong, Xiaolin Huang, Tao Zhou, Jie Yang, Dacheng Tao
2019	J	`jnl`	Robust Visual Tracking Using Multi-Frame Multi-Feature Joint Modeling. IEEE Trans. Circuits Syst. Video Technol. Peng Zhang, Shujian Yu, Jiamiao Xu, Xinge You, Xiubao Jiang, Xiao-Yuan Jing, Dacheng Tao
2019	J	`jnl`	Robust and Discriminative Labeling for Multi-label Active Learning Based on Maximum Correntropy Criterion. CoRR Bo Du, Zengmao Wang, Lefei Zhang, Liangpei Zhang, Dacheng Tao
2019	J	`jnl`	Robust subspace clustering by Cauchy loss function. CoRR Xuelong Li, Quanmao Lu, Yongsheng Dong, Dacheng Tao
2019	J	`jnl`	SCE: A manifold regularized set-covering method for data partitioning. CoRR Xuelong Li, Quanmao Lu, Yongsheng Dong, Dacheng Tao
2019	A*	`conf`	SPAGAN: Shortest Path Graph Attention Network. IJCAI Yiding Yang, Xinchao Wang, Mingli Song, Junsong Yuan, Dacheng Tao
2019	J	`jnl`	Segmentation-Aware Image Denoising without Knowing True Segmentation. CoRR Sicheng Wang, Bihan Wen, Junru Wu, Dacheng Tao, Zhangyang Wang
2019	A*	`conf`	Self-Supervised Representation Learning From Multi-Domain Data. ICCV Zeyu Feng, Chang Xu, Dacheng Tao
2019	A*	`conf`	Self-Supervised Representation Learning by Rotation Feature Decoupling. CVPR Zeyu Feng, Chang Xu, Dacheng Tao
2019	J	`jnl`	Shakeout: A New Approach to Regularized Deep Neural Network Training. CoRR Guoliang Kang, Jun Li, Dacheng Tao
2019	J	`jnl`	Shared Predictive Cross-Modal Deep Quantization. CoRR Erkun Yang, Cheng Deng, Chao Li, Wei Liu, Jie Li, Dacheng Tao
2019	J	`jnl`	Simultaneous Spectral-Spatial Feature Selection and Extraction for Hyperspectral Images. CoRR Lefei Zhang, Qian Zhang, Bo Du, Xin Huang, Yuan Yan Tang, Dacheng Tao
2019	J	`jnl`	Single Pixel Reconstruction for One-stage Instance Segmentation. CoRR Jinghan Yao, Zhou Yu, Jun Yu, Dacheng Tao
2019	J	`jnl`	Slow Feature Analysis for Human Action Recognition. CoRR Zhang Zhang, Dacheng Tao
2019	A*	`conf`	Smooth Deep Image Generator from Noises. AAAI Tianyu Guo, Chang Xu, Boxin Shi, Chao Xu, Dacheng Tao
2019	J	`jnl`	Soft-ranking Label Encoding for Robust Facial Age Estimation. CoRR Xusheng Zeng, Changxing Ding, Yonggang Wen, Dacheng Tao
2019	J	`jnl`	Special Issue on Artificial Intelligence and Machine Learning for Networking and Communications. IEEE J. Sel. Areas Commun. Prosper Chemouil, Pan Hui, Wolfgang Kellerer, Yong Li, Rolf Stadler, Dacheng Tao, Yonggang Wen, Ying Zhang
2019	J	`jnl`	State-Aware Anti-Drift Object Tracking. IEEE Trans. Image Process. Yuqi Han, Chenwei Deng, Baojun Zhao, Dacheng Tao
2019	J	`jnl`	Supervised Discrete Hashing with Relaxation. CoRR Jie Gui, Tongliang Liu, Zhenan Sun, Dacheng Tao, Tieniu Tan
2019	J	`jnl`	The Double-Accelerated Stochastic Method for Regularized Empirical Risk Minimization. IEEE Trans. Emerg. Top. Comput. Intell. Liu Liu, Dacheng Tao
2019	—	`conf`	The Seventh Visual Object Tracking VOT2019 Challenge Results. ICCV Workshops Matej Kristan, Amanda Berg, Linyu Zheng, Litu Rout, Luc Van Gool, Luca Bertinetto, Martin Danelljan, Matteo Dunnhofer, Meng Ni, Min Young Kim, Ming Tang, Ming-Hsuan Yang, Abdelrahman Eldesokey, Naveen Paluru, Niki Martinel, Pengfei Xu, Pengfei Zhang, Pengkun Zheng, Pengyu Zhang, Philip H. S. Torr, Qi Zhang, Qiang Wang, Qing Guo, Radu Timofte, Jani Käpylä, Rama Krishna Sai Subrahmanyam Gorthi, Richard M. Everson, Ruize Han, Ruohan Zhang, Shan You, Shao-Chuan Zhao, Shengwei Zhao, Shihu Li, Shikun Li, Shiming Ge, Gustavo Fernández, Shuai Bai, Shuosen Guan, Tengfei Xing, Tianyang Xu, Tianyu Yang, Ting Zhang, Tomás Vojír, Wei Feng, Weiming Hu, Weizhao Wang, Abel Gonzalez-Garcia, Wenjie Tang, Wenjun Zeng, Wenyu Liu, Xi Chen, Xi Qiu, Xiang Bai, Xiao-Jun Wu, Xiaoyun Yang, Xier Chen, Xin Li, Alireza Memarmoghadam, Xing Sun, Xingyu Chen, Xinmei Tian, Xu Tang, Xuefeng Zhu, Yan Huang, Yanan Chen, Yanchao Lian, Yang Gu, Yang Liu, Andong Lu, Yanjie Chen, Yi Zhang, Yinda Xu, Yingming Wang, Yingping Li, Yu Zhou, Yuan Dong, Yufei Xu, Yunhua Zhang, Yunkun Li, Anfeng He, Zeyu Wang, Zhao Luo, Zhaoliang Zhang, Zhenhua Feng, Zhenyu He, Zhichao Song, Zhihao Chen, Zhipeng Zhang, Zhirong Wu, Zhiwei Xiong, Zhongjian Huang, Anton Varfolomieiev, Zhu Teng, Zihan Ni, Antoni B. Chan, Jirí Matas, Ardhendu Shekhar Tripathi, Arnold W. M. Smeulders, Bala Suraj Pedasingu, Bao Xin Chen, Baopeng Zhang, Baoyuan Wu, Bi Li, Bin He, Bin Yan, Bing Bai, Ales Leonardis, Bing Li, Bo Li, Byeong Hak Kim, Chao Ma, Chen Fang, Chen Qian, Cheng Chen, Chenglong Li, Chengquan Zhang, Chi-Yi Tsai, Michael Felsberg, Chong Luo, Christian Micheloni, Chunhui Zhang, Dacheng Tao, Deepak Gupta, Dejia Song, Dong Wang, Efstratios Gavves, Eunu Yi, Fahad Shahbaz Khan, Roman P. Pflugfelder, Fangyi Zhang, Fei Wang, Fei Zhao, George De Ath, Goutam Bhat, Guangqi Chen, Guangting Wang, Guoxuan Li, Hakan Cevikalp, Hao Du, Joni-Kristian Kämäräinen, Haojie Zhao, Hasan Saribas, Ho Min Jung, Hongliang Bai, Hongyuan Yu, Houwen Peng, Huchuan Lu, Hui Li, Jiakun Li, Luka Cehovin Zajc, Jianhua Li, Jianlong Fu, Jie Chen, Jie Gao, Jie Zhao, Jin Tang, Jing Li, Jingjing Wu, Jingtuo Liu, Jinqiao Wang, Ondrej Drbohlav, Jinqing Qi, Jinyue Zhang, John K. Tsotsos, Jong Hyuk Lee, Joost van de Weijer, Josef Kittler, Jun Ha Lee, Junfei Zhuang, Kangkai Zhang, Kangkang Wang, Alan Lukezic, Kenan Dai, Lei Chen, Lei Liu, Leida Guo, Li Zhang, Liang Wang, Liangliang Wang, Lichao Zhang, Lijun Wang, Lijun Zhou
2019	—	`conf`	The University of Sydney's Machine Translation System for WMT19. WMT (2) Liang Ding, Dacheng Tao
2019	J	`jnl`	The University of Sydney's Machine Translation System for WMT19. CoRR Liang Ding, Dacheng Tao
2019	A*	`conf`	Theoretical Analysis of Adversarial Learning: A Minimax Approach. NeurIPS Zhuozhuo Tu, Jingwei Zhang, Dacheng Tao
2019	J	`jnl`	Toward efficient indexing structure for scalable content-based music retrieval. Multim. Syst. Jialie Shen, Tao Mei, Qiang Qu, Dacheng Tao, Yong Rui
2019	J	`jnl`	Trajectory Data Classification: A Review. ACM Trans. Intell. Syst. Technol. Jiang Bian, Dayong Tian, Yuanyan Tang, Dacheng Tao
2019	J	`jnl`	Transferring Knowledge Fragments for Learning Distance Metric from A Heterogeneous Domain. CoRR Yong Luo, Yonggang Wen, Tongliang Liu, Dacheng Tao
2019	J	`jnl`	Transferring Knowledge Fragments for Learning Distance Metric from a Heterogeneous Domain. IEEE Trans. Pattern Anal. Mach. Intell. Yong Luo, Yonggang Wen, Tongliang Liu, Dacheng Tao
2019	J	`jnl`	Transform-Invariant Convolutional Neural Networks for Image Classification and Search. CoRR Xu Shen, Xinmei Tian, Anfeng He, Shaoyan Sun, Dacheng Tao
2019	J	`jnl`	Triplet-Based Deep Hashing Network for Cross-Modal Retrieval. CoRR Cheng Deng, Zhaojia Chen, Xianglong Liu, Xinbo Gao, Dacheng Tao
2019	J	`jnl`	Truncated Cauchy Non-Negative Matrix Factorization. IEEE Trans. Pattern Anal. Mach. Intell. Naiyang Guan, Tongliang Liu, Yangmuzi Zhang, Dacheng Tao, Larry S. Davis
2019	J	`jnl`	Truncated Cauchy Non-negative Matrix Factorization. CoRR Naiyang Guan, Tongliang Liu, Yangmuzi Zhang, Dacheng Tao, Larry S. Davis
2019	—	`conf`	Two-Stage Cascaded U-Net: 1st Place Solution to BraTS Challenge 2019 Segmentation Task. BrainLes@MICCAI (1) Zeyu Jiang, Changxing Ding, Minfeng Liu, Dacheng Tao
2019	J	`jnl`	Unsupervised Semantic-Preserving Adversarial Hashing for Image Search. IEEE Trans. Image Process. Cheng Deng, Erkun Yang, Tongliang Liu, Jie Li, Wei Liu, Dacheng Tao
2019	J	`jnl`	Why ResNet Works? Residuals Generalize. CoRR Fengxiang He, Tongliang Liu, Dacheng Tao
2019	A*	`conf`	World From Blur. CVPR Jiayan Qiu, Xinchao Wang, Stephen J. Maybank, Dacheng Tao
2019	J	`jnl`	dipIQ: Blind Image Quality Assessment by Learning-to-Rank Discriminable Image Pairs. CoRR Kede Ma, Wentao Liu, Tongliang Liu, Zhou Wang, Dacheng Tao
2018	J	`jnl`	A Light Dual-Task Neural Network for Haze Removal. IEEE Signal Process. Lett. Yu Zhang, Xinchao Wang, Xiaojun Bi, Dacheng Tao
2018	J	`jnl`	A Regularization Approach for Instance-Based Superset Label Learning. IEEE Trans. Cybern. Chen Gong, Tongliang Liu, Yuanyan Tang, Jian Yang, Jie Yang, Dacheng Tao
2018	J	`jnl`	A survey on trajectory clustering analysis. CoRR Jiang Bian, Dayong Tian, Yuanyan Tang, Dacheng Tao
2018	J	`jnl`	Active multi-kernel domain adaptation for hyperspectral image classification. Pattern Recognit. Cheng Deng, Xianglong Liu, Chao Li, Dacheng Tao
2018	A*	`conf`	Adversarial Learning of Portable Student Networks. AAAI Yunhe Wang, Chang Xu, Chao Xu, Dacheng Tao
2018	A*	`conf`	An Efficient and Provable Approach for Mixture Proportion Estimation Using Linear Independence Assumption. CVPR Xiyu Yu, Tongliang Liu, Mingming Gong, Kayhan Batmanghelich, Dacheng Tao
2018	J	`jnl`	An Information-Theoretic View for Deep Learning. CoRR Jingwei Zhang, Tongliang Liu, Dacheng Tao
2018	J	`jnl`	An Optimal Transport View on Generalization. CoRR Jingwei Zhang, Tongliang Liu, Dacheng Tao
2018	J	`jnl`	Anchor Cascade for Efficient Face Detection. CoRR Baosheng Yu, Dacheng Tao
2018	—	`conf`	Attention-GAN for Object Transfiguration in Wild Images. ECCV (2) Xinyuan Chen, Chang Xu, Xiaokang Yang, Dacheng Tao
2018	J	`jnl`	Attention-GAN for Object Transfiguration in Wild Images. CoRR Xinyuan Chen, Chang Xu, Xiaokang Yang, Dacheng Tao
2018	J	`jnl`	Automatic Chinese Postal Address Block Location Using Proximity Descriptors and Cooperative Profit Random Forests. IEEE Trans. Ind. Electron. Xinghui Dong, Junyu Dong, Huiyu Zhou, Jianyuan Sun, Dacheng Tao
2018	J	`jnl`	Beyond Bilinear: Generalized Multimodal Factorized High-Order Pooling for Visual Question Answering. IEEE Trans. Neural Networks Learn. Syst. Zhou Yu, Jun Yu, Chenchao Xiang, Jianping Fan, Dacheng Tao
2018	—	`conf`	Bitcoin Mixing Detection Using Deep Autoencoder. DSC Lihao Nan, Dacheng Tao
2018	J	`jnl`	CRISPR/Cas9 cleavage efficiency regression through boosting algorithms and Markov sequence profiling. Bioinform. Hui Peng, Yi Zheng, Michael Blumenstein, Dacheng Tao, Jinyan Li
2018	J	`jnl`	Causal Generative Domain Adaptation Networks. CoRR Mingming Gong, Kun Zhang, Biwei Huang, Clark Glymour, Dacheng Tao, Kayhan Batmanghelich
2018	A*	`conf`	Comprehensive Distance-Preserving Autoencoders for Cross-Modal Retrieval. ACM Multimedia Yibing Zhan, Jun Yu, Zhou Yu, Rong Zhang, Dacheng Tao, Qi Tian
2018	—	`conf`	Context Refinement for Object Detection. ECCV (8) Zhe Chen, Shaoli Huang, Dacheng Tao
2018	J	`jnl`	Continuous Dropout. IEEE Trans. Neural Networks Learn. Syst. Xu Shen, Xinmei Tian, Tongliang Liu, Fang Xu, Dacheng Tao
2018	—	`conf`	Correcting the Triplet Selection Bias for Triplet Loss. ECCV (6) Baosheng Yu, Tongliang Liu, Mingming Gong, Changxing Ding, Dacheng Tao
2018	J	`jnl`	Cost-Sensitive Feature Selection by Optimizing F-Measures. IEEE Trans. Image Process. Meng Liu, Chang Xu, Yong Luo, Chao Xu, Yonggang Wen, Dacheng Tao
2018	J	`jnl`	Deep Blur Mapping: Exploiting High-Level Semantics by Deep Neural Networks. IEEE Trans. Image Process. Kede Ma, Huan Fu, Tongliang Liu, Zhou Wang, Dacheng Tao
2018	J	`jnl`	Deep Co-attention based Comparators For Relative Representation Learning in Person Re-identification. CoRR Lin Wu, Yang Wang, Junbin Gao, Dacheng Tao
2018	—	`conf`	Deep Domain Generalization via Conditional Invariant Adversarial Networks. ECCV (15) Ya Li, Xinmei Tian, Mingming Gong, Yajing Liu, Tongliang Liu, Kun Zhang, Dacheng Tao
2018	J	`jnl`	Deep Motion Boundary Detection. CoRR Xiaoqing Yin, Xiyang Dai, Xinchao Wang, Maojun Zhang, Dacheng Tao, Larry S. Davis
2018	A*	`conf`	Deep Ordinal Regression Network for Monocular Depth Estimation. CVPR Huan Fu, Mingming Gong, Chaohui Wang, Kayhan Batmanghelich, Dacheng Tao
2018	J	`jnl`	Deep Ordinal Regression Network for Monocular Depth Estimation. CoRR Huan Fu, Mingming Gong, Chaohui Wang, Kayhan Batmanghelich, Dacheng Tao
2018	A*	`conf`	Deep r -th Root of Rank Supervised Joint Binary Embedding for Multivariate Time Series Retrieval. KDD Dongjin Song, Ning Xia, Wei Cheng, Haifeng Chen, Dacheng Tao
2018	J	`jnl`	Discriminative multi-view Privileged Information learning for image re-ranking. CoRR Jun Li, Chang Xu, Wankou Yang, Changyin Sun, Dacheng Tao, Hong Zhang
2018	J	`jnl`	Domain Generalization via Conditional Invariant Representation. CoRR Ya Li, Mingming Gong, Xinmei Tian, Tongliang Liu, Dacheng Tao
2018	A*	`conf`	Domain Generalization via Conditional Invariant Representations. AAAI Ya Li, Mingming Gong, Xinmei Tian, Tongliang Liu, Dacheng Tao
2018	A*	`conf`	Dual Swap Disentangling. NeurIPS Zunlei Feng, Xinchao Wang, Chenglong Ke, Anxiang Zeng, Dacheng Tao, Mingli Song
2018	J	`jnl`	Dual Swap Disentangling. CoRR Zunlei Feng, Xinchao Wang, Chenglong Ke, Anxiang Zeng, Dacheng Tao, Mingli Song
2018	J	`jnl`	Evolutionary Generative Adversarial Networks. CoRR Chaoyue Wang, Chang Xu, Xin Yao, Dacheng Tao
2018	J	`jnl`	Facial feature point detection: A comprehensive survey. Neurocomputing Nannan Wang, Xinbo Gao, Dacheng Tao, Heng Yang, Xuelong Li
2018	J	`jnl`	Fast Supervised Discrete Hashing. IEEE Trans. Pattern Anal. Mach. Intell. Jie Gui, Tongliang Liu, Zhenan Sun, Dacheng Tao, Tieniu Tan
2018	J	`jnl`	FishEyeRecNet: A Multi-Context Collaborative Deep Network for Fisheye Image Rectification. CoRR Xiaoqing Yin, Xinchao Wang, Jun Yu, Maojun Zhang, Pascal Fua, Dacheng Tao
2018	—	`conf`	FishEyeRecNet: A Multi-context Collaborative Deep Network for Fisheye Image Rectification. ECCV (10) Xiaoqing Yin, Xinchao Wang, Jun Yu, Maojun Zhang, Pascal Fua, Dacheng Tao
2018	J	`jnl`	Generalization Bounds for Vicinal Risk Minimization Principle. CoRR Chao Zhang, Min-Hsiu Hsieh, Dacheng Tao
2018	A*	`conf`	Geometry-Aware Scene Text Detection With Instance Transformation Network. CVPR Fangfang Wang, Liming Zhao, Xi Li, Xinchao Wang, Dacheng Tao
2018	J	`jnl`	Geometry-Consistent Adversarial Networks for One-Sided Unsupervised Domain Mapping. CoRR Huan Fu, Mingming Gong, Chaohui Wang, Kayhan Batmanghelich, Kun Zhang, Dacheng Tao
2018	J	`jnl`	GoDec+: Fast and Robust Low-Rank Matrix Decomposition Based on Maximum Correntropy. IEEE Trans. Neural Networks Learn. Syst. Kailing Guo, Liu Liu, Xiangmin Xu, Dong Xu, Dacheng Tao
2018	J	`jnl`	Graph Edge Convolutional Neural Networks for Skeleton Based Action Recognition. CoRR Xikun Zhang, Chang Xu, Xinmei Tian, Dacheng Tao
2018	J	`jnl`	Heterogeneous Multitask Metric Learning Across Multiple Domains. IEEE Trans. Neural Networks Learn. Syst. Yong Luo, Yonggang Wen, Dacheng Tao
2018	—	`conf`	Historical Gradient Boosting Machine. GCAI Zeyu Feng, Chang Xu, Dacheng Tao
2018	J	`jnl`	Implementable Quantum Classifier for Nonlinear Data. CoRR Yuxuan Du, Min-Hsiu Hsieh, Tongliang Liu, Dacheng Tao
2018	J	`jnl`	Improved Techniques for Learning to Dehaze and Beyond: A Collective Study. CoRR Yu Liu, Guanlong Zhao, Boyuan Gong, Yang Li, Ritu Raj, Niraj Goel, Satya Kesav, Sandeep Gottimukkala, Zhangyang Wang, Wenqi Ren, Dacheng Tao
2018	J	`jnl`	Instance-Dependent PU Learning by Bayesian Optimal Relabeling. CoRR Fengxiang He, Tongliang Liu, Geoffrey I. Webb, Dacheng Tao
2018	J	`jnl`	Interacting Tracklets for Multi-Object Tracking. IEEE Trans. Image Process. Long Lan, Xinchao Wang, Shiliang Zhang, Dacheng Tao, Wen Gao, Thomas S. Huang
2018	—	`conf`	Learning Contextual and Attentive Information for Brain Tumor Segmentation. BrainLes@MICCAI (2) Chenhong Zhou, Shengcong Chen, Changxing Ding, Dacheng Tao
2018	J	`jnl`	Learning Decorrelated Hashing Codes for Multimodal Retrieval. CoRR Dayong Tian, Jun Yu, Yuanyan Tang, Dacheng Tao
2018	J	`jnl`	Learning Student Networks via Feature Embedding. CoRR Hanting Chen, Yunhe Wang, Chang Xu, Chao Xu, Dacheng Tao
2018	A*	`conf`	Learning Versatile Filters for Efficient Convolutional Neural Networks. NeurIPS Yunhe Wang, Chang Xu, Chunjing Xu, Chao Xu, Dacheng Tao
2018	A*	`conf`	Learning With Single-Teacher Multi-Student. AAAI Shan You, Chang Xu, Chao Xu, Dacheng Tao
2018	J	`jnl`	Learning a No-Reference Quality Assessment Model of Enhanced Images With Big Data. IEEE Trans. Neural Networks Learn. Syst. Ke Gu, Dacheng Tao, Junfei Qiao, Weisi Lin
2018	—	`conf`	Learning with Biased Complementary Labels. ECCV (1) Xiyu Yu, Tongliang Liu, Mingming Gong, Dacheng Tao
2018	J	`jnl`	Local Deep-Feature Alignment for Unsupervised Dimension Reduction. IEEE Trans. Image Process. Jian Zhang, Jun Yu, Dacheng Tao
2018	J	`jnl`	Matrix Factorization for Collaborative Budget Allocation. IEEE Trans Autom. Sci. Eng. Yali Du, Chang Xu, Dacheng Tao
2018	J	`jnl`	Matrix Infinitely Divisible Series: Tail Inequalities and Applications in Optimization. CoRR Chao Zhang, Xianjie Gao, Min-Hsiu Hsieh, Hanyuan Hang, Dacheng Tao
2018	J	`jnl`	MoE-SPNet: A Mixture-of-Experts Scene Parsing Network. CoRR Huan Fu, Mingming Gong, Chaohui Wang, Dacheng Tao
2018	J	`jnl`	MoE-SPNet: A mixture-of-experts scene parsing network. Pattern Recognit. Huan Fu, Mingming Gong, Chaohui Wang, Dacheng Tao
2018	J	`jnl`	Multi-Task Learning for Blind Source Separation. IEEE Trans. Image Process. Bo Du, Shaodong Wang, Chang Xu, Nan Wang, Liangpei Zhang, Dacheng Tao
2018	—	`conf`	Multi-scale Masked 3-D U-Net for Brain Tumor Segmentation. BrainLes@MICCAI (2) Yanwu Xu, Mingming Gong, Huan Fu, Dacheng Tao, Kun Zhang, Kayhan Batmanghelich
2018	J	`jnl`	Multi-view manifold learning with locality alignment. Pattern Recognit. Yue Zhao, Xinge You, Shujian Yu, Chang Xu, Wei Yuan, Xiao-Yuan Jing, Taiping Zhang, Dacheng Tao
2018	J	`jnl`	Multiclass Learning With Partially Corrupted Labels. IEEE Trans. Neural Networks Learn. Syst. Ruxin Wang, Tongliang Liu, Dacheng Tao
2018	J	`jnl`	Multitask Autoencoder Model for Recovering Human Poses. IEEE Trans. Ind. Electron. Jun Yu, Chaoqun Hong, Yong Rui, Dacheng Tao
2018	J	`jnl`	Object Tracking in Satellite Videos Based on a Multi-Frame Optical Flow Tracker. CoRR Bo Du, Shihan Cai, Chen Wu, Liangpei Zhang, Dacheng Tao
2018	J	`jnl`	On Better Exploring and Exploiting Task Relationships in Multitask Learning: Joint Model and Feature Learning. IEEE Trans. Neural Networks Learn. Syst. Ya Li, Xinmei Tian, Tongliang Liu, Dacheng Tao
2018	—	`conf`	On Quantifying Local Geometric Structures of Fiber Tracts. MICCAI (3) Jian Cheng, Tao Liu, Feng Shi, Ruiliang Bai, Jicong Zhang, Haogang Zhu, Dacheng Tao, Peter J. Basser
2018	J	`jnl`	On Selecting Effective Patterns for Fast Support Vector Regression Training. IEEE Trans. Neural Networks Learn. Syst. Fa Zhu, Junbin Gao, Chunyan Xu, Jian Yang, Dacheng Tao
2018	J	`jnl`	On Unifying Multi-view Self-Representations for Clustering by Tensor Multi-rank Minimization. Int. J. Comput. Vis. Yuan Xie, Dacheng Tao, Wensheng Zhang, Yan Liu, Lei Zhang, Yanyun Qu
2018	J	`jnl`	On the Rates of Convergence from Surrogate Risk Minimizers to the Bayes Optimal Classifier. CoRR Jingwei Zhang, Tongliang Liu, Dacheng Tao
2018	—	`conf`	One-Pass Multi-task Convolutional Neural Networks for Efficient Brain Tumor Segmentation. MICCAI (3) Chenhong Zhou, Changxing Ding, Zhentai Lu, Xinchao Wang, Dacheng Tao
2018	A*	`conf`	Online Heterogeneous Transfer Metric Learning. IJCAI Yong Luo, Tongliang Liu, Yonggang Wen, Dacheng Tao
2018	J	`jnl`	PageSense: Toward Stylewise Contextual Advertising via Visual Analysis of Web Pages. IEEE Trans. Circuits Syst. Video Technol. Tao Mei, Lusong Li, Xinmei Tian, Dacheng Tao, Chong-Wah Ngo
2018	J	`jnl`	Patch Alignment Manifold Matting. IEEE Trans. Neural Networks Learn. Syst. Xuelong Li, Kang Liu, Yongsheng Dong, Dacheng Tao
2018	J	`jnl`	Perceptual Adversarial Networks for Image-to-Image Transformation. IEEE Trans. Image Process. Chaoyue Wang, Chang Xu, Chaohui Wang, Dacheng Tao
2018	J	`jnl`	Person Re-Identification With Metric Learning Using Privileged Information. IEEE Trans. Image Process. Xun Yang, Meng Wang, Dacheng Tao
2018	A*	`conf`	Quantum Divide-and-Conquer Anchoring for Separable Non-negative Matrix Factorization. IJCAI Yuxuan Du, Tongliang Liu, Yinan Li, Runyao Duan, Dacheng Tao
2018	A*	`conf`	R-SVM+: Robust Learning with Privileged Information. IJCAI Xue Li, Bo Du, Chang Xu, Yipeng Zhang, Lefei Zhang, Dacheng Tao
2018	—	`conf`	Random Angular Projection for Fast Nearest Subspace Search. PCM (1) Binshuai Wang, Xianglong Liu, Ke Xia, Kotagiri Ramamohanarao, Dacheng Tao
2018	A*	`conf`	Reinforced Multi-Label Image Classification by Exploring Curriculum. AAAI Shiyi He, Chang Xu, Tianyu Guo, Chao Xu, Dacheng Tao
2018	A*	`conf`	Rethinking Diversified and Discriminative Proposal Generation for Visual Grounding. IJCAI Zhou Yu, Jun Yu, Chenchao Xiang, Zhou Zhao, Qi Tian, Dacheng Tao
2018	J	`jnl`	Rethinking Diversified and Discriminative Proposal Generation for Visual Grounding. CoRR Zhou Yu, Jun Yu, Chenchao Xiang, Zhou Zhao, Qi Tian, Dacheng Tao
2018	J	`jnl`	Robust Student Network Learning. CoRR Tianyu Guo, Chang Xu, Shiyi He, Boxin Shi, Chao Xu, Dacheng Tao
2018	J	`jnl`	Robust Visual Tracking Revisited: From Correlation Filter to Template Matching. IEEE Trans. Image Process. Fanghui Liu, Chen Gong, Xiaolin Huang, Tao Zhou, Jie Yang, Dacheng Tao
2018	J	`jnl`	Robust Visual Tracking using Multi-Frame Multi-Feature Joint Modeling. CoRR Peng Zhang, Shujian Yu, Jiamiao Xu, Xinge You, Xiubao Jiang, Xiao-Yuan Jing, Dacheng Tao
2018	J	`jnl`	SCE: A Manifold Regularized Set-Covering Method for Data Partitioning. IEEE Trans. Neural Networks Learn. Syst. Xuelong Li, Quanmao Lu, Yongsheng Dong, Dacheng Tao
2018	—	`conf`	Saliency Preservation in Low-Resolution Grayscale Images. ECCV (6) Shivanthan A. C. Yohanandan, Andy Song, Adrian G. Dyer, Dacheng Tao
2018	—	`conf`	Selective Zero-Shot Classification with Augmented Attributes. ECCV (9) Jie Song, Chengchao Shen, Jie Lei, Anxiang Zeng, Kairi Ou, Dacheng Tao, Mingli Song
2018	J	`jnl`	Selective Zero-Shot Classification with Augmented Attributes. CoRR Jie Song, Chengchao Shen, Jie Lei, Anxiang Zeng, Kairi Ou, Dacheng Tao, Mingli Song
2018	A*	`conf`	Self-Supervised Adversarial Hashing Networks for Cross-Modal Retrieval. CVPR Chao Li, Cheng Deng, Ning Li, Wei Liu, Xinbo Gao, Dacheng Tao
2018	J	`jnl`	Self-Supervised Adversarial Hashing Networks for Cross-Modal Retrieval. CoRR Chao Li, Cheng Deng, Ning Li, Wei Liu, Xinbo Gao, Dacheng Tao
2018	A*	`conf`	Semantic Structure-based Unsupervised Deep Hashing. IJCAI Erkun Yang, Cheng Deng, Tongliang Liu, Wei Liu, Dacheng Tao
2018	J	`jnl`	Semi-Supervised Learning Through Label Propagation on Geodesics. IEEE Trans. Cybern. Mingyu Fan, Xiaoqin Zhang, Liang Du, Liang Chen, Dacheng Tao
2018	A*	`conf`	Sequence-to-Sequence Learning via Shared Latent Representation. AAAI Xu Shen, Xinmei Tian, Jun Xing, Yong Rui, Dacheng Tao
2018	J	`jnl`	Shakeout: A New Approach to Regularized Deep Neural Network Training. IEEE Trans. Pattern Anal. Mach. Intell. Guoliang Kang, Jun Li, Dacheng Tao
2018	J	`jnl`	Shared Predictive Cross-Modal Deep Quantization. IEEE Trans. Neural Networks Learn. Syst. Erkun Yang, Cheng Deng, Chao Li, Wei Liu, Jie Li, Dacheng Tao
2018	J	`jnl`	Simultaneous Spectral-Spatial Feature Selection and Extraction for Hyperspectral Images. IEEE Trans. Cybern. Lefei Zhang, Qian Zhang, Bo Du, Xin Huang, Yuan Yan Tang, Dacheng Tao
2018	J	`jnl`	Sparse representation based multi-sensor image fusion for multi-focus and multi-modality images: A review. Inf. Fusion Qiang Zhang, Yi Liu, Rick S. Blum, Jungong Han, Dacheng Tao
2018	J	`jnl`	Stochastic Second-order Methods for Non-convex Optimization with Inexact Hessian and Gradient. CoRR Liu Liu, Xuanqing Liu, Cho-Jui Hsieh, Dacheng Tao
2018	J	`jnl`	Stochastic Zeroth-order Optimization via Variance Reduction method. CoRR Liu Liu, Minhao Cheng, Cho-Jui Hsieh, Dacheng Tao
2018	J	`jnl`	Stochastically Controlled Stochastic Gradient for the Convex and Non-convex Composition problem. CoRR Liu Liu, Ji Liu, Cho-Jui Hsieh, Dacheng Tao
2018	—	`conf`	Stroke Controllable Fast Style Transfer with Adaptive Receptive Fields. ECCV (13) Yongcheng Jing, Yang Liu, Yezhou Yang, Zunlei Feng, Yizhou Yu, Dacheng Tao, Mingli Song
2018	J	`jnl`	Supervised Discrete Hashing With Relaxation. IEEE Trans. Neural Networks Learn. Syst. Jie Gui, Tongliang Liu, Zhenan Sun, Dacheng Tao, Tieniu Tan
2018	J	`jnl`	The Expressive Power of Parameterized Quantum Circuits. CoRR Yuxuan Du, Min-Hsiu Hsieh, Tongliang Liu, Dacheng Tao
2018	J	`jnl`	Theoretical Analysis of Adversarial Learning: A Minimax Approach. CoRR Zhuozhuo Tu, Jingwei Zhang, Dacheng Tao
2018	J	`jnl`	Toward Intelligent Product Retrieval for TV-to-Online (T2O) Application: A Transfer Metric Learning Approach. IEEE Trans. Multim. Qiang Fu, Yong Luo, Yonggang Wen, Dacheng Tao, Ying Li, Ling-Yu Duan
2018	A*	`conf`	Towards Evolutionary Compression. KDD Yunhe Wang, Chang Xu, Jiayan Qiu, Chao Xu, Dacheng Tao
2018	—	`conf`	Towards Query Efficient Black-box Attacks: An Input-free Perspective. AISec@CCS Yali Du, Meng Fang, Jinfeng Yi, Jun Cheng, Dacheng Tao
2018	J	`jnl`	Towards Query Efficient Black-box Attacks: An Input-free Perspective. CoRR Yali Du, Meng Fang, Jinfeng Yi, Jun Cheng, Dacheng Tao
2018	J	`jnl`	Training Very Deep CNNs for General Non-Blind Deconvolution. IEEE Trans. Image Process. Ruxin Wang, Dacheng Tao
2018	J	`jnl`	Transfer Metric Learning: Algorithms, Applications and Outlooks. CoRR Yong Luo, Yonggang Wen, Ling-Yu Duan, Dacheng Tao
2018	J	`jnl`	Triplet-Based Deep Hashing Network for Cross-Modal Retrieval. IEEE Trans. Image Process. Cheng Deng, Zhaojia Chen, Xianglong Liu, Xinbo Gao, Dacheng Tao
2018	J	`jnl`	Trunk-Branch Ensemble Convolutional Neural Networks for Video-Based Face Recognition. IEEE Trans. Pattern Anal. Mach. Intell. Changxing Ding, Dacheng Tao
2018	J	`jnl`	User-Click-Data-Based Fine-Grained Image Recognition via Weakly Supervised Metric Learning. ACM Trans. Multim. Comput. Commun. Appl. Min Tan, Jun Yu, Zhou Yu, Fei Gao, Yong Rui, Dacheng Tao
2018	J	`jnl`	VR-SGD: A Simple Stochastic Variance Reduction Method for Machine Learning. CoRR Fanhua Shang, Kaiwen Zhou, James Cheng, Ivor W. Tsang, Lijun Zhang, Dacheng Tao
2018	J	`jnl`	Variation in longitudinal trajectories of cortical sulci in normal elderly. NeuroImage Xinke Shen, Tao Liu, Dacheng Tao, Yubo Fan, Jicong Zhang, Shuyu Li, Jiyang Jiang, Wanlin Zhu, Yilong Wang, Yongjun Wang, Henry Brodaty, Perminder S. Sachdev, Wei Wen
2018	J	`jnl`	Video Saliency Detection Using Object Proposals. IEEE Trans. Cybern. Fang Guo, Wenguan Wang, Jianbing Shen, Ling Shao, Jian Yang, Dacheng Tao, Yuan Yan Tang
2018	J	`jnl`	Webly-Supervised Fine-Grained Visual Categorization via Deep Domain Adaptation. IEEE Trans. Pattern Anal. Mach. Intell. Zhe Xu, Shaoli Huang, Ya Zhang, Dacheng Tao
2017	J	`jnl`	A Biologically Inspired Appearance Model for Robust Visual Tracking. IEEE Trans. Neural Networks Learn. Syst. Shengping Zhang, Xiangyuan Lan, Hongxun Yao, Huiyu Zhou, Dacheng Tao, Xuelong Li
2017	A*	`conf`	A Coarse-Fine Network for Keypoint Localization. ICCV Shaoli Huang, Mingming Gong, Dacheng Tao
2017	J	`jnl`	A Compromise Principle in Deep Monocular Depth Estimation. CoRR Huan Fu, Mingming Gong, Chaohui Wang, Dacheng Tao
2017	A*	`conf`	A Diversified Generative Latent Variable Model for WiFi-SLAM. AAAI Hao Xiong, Dacheng Tao
2017	A*	`conf`	A Joint Intrinsic-Extrinsic Prior Model for Retinex. ICCV Bolun Cai, Xianming Xu, Kailing Guo, Kui Jia, Bin Hu, Dacheng Tao
2017	J	`jnl`	Active Multitask Learning With Trace Norm Regularization Based on Excess Risk. IEEE Trans. Cybern. Meng Fang, Jie Yin, Lawrence O. Hall, Dacheng Tao
2017	J	`jnl`	Adaptive Cascade Regression Model For Robust Face Alignment. IEEE Trans. Image Process. Qingshan Liu, Jiankang Deng, Jing Yang, Guangcan Liu, Dacheng Tao
2017	A*	`conf`	Adaptive Manifold Regularized Matrix Factorization for Data Clustering. IJCAI Lefei Zhang, Qian Zhang, Bo Du, Jane You, Dacheng Tao
2017	J	`jnl`	Algorithm-Dependent Generalization Bounds for Multi-Task Learning. IEEE Trans. Pattern Anal. Mach. Intell. Tongliang Liu, Dacheng Tao, Mingli Song, Stephen J. Maybank
2017	A*	`conf`	Algorithmic Stability and Hypothesis Complexity. ICML Tongliang Liu, Gábor Lugosi, Gergely Neu, Dacheng Tao
2017	J	`jnl`	Algorithmic stability and hypothesis complexity. CoRR Tongliang Liu, Gábor Lugosi, Gergely Neu, Dacheng Tao
2017	J	`jnl`	Asymmetric Binary Coding for Image Search. IEEE Trans. Multim. Fumin Shen, Yang Yang, Li Liu, Wei Liu, Dacheng Tao, Heng Tao Shen
2017	J	`jnl`	Beyond Bilinear: Generalized Multi-modal Factorized High-order Pooling for Visual Question Answering. CoRR Zhou Yu, Jun Yu, Chenchao Xiang, Jianping Fan, Dacheng Tao
2017	A*	`conf`	Beyond Filters: Compact Feature Map for Portable Deep Model. ICML Yunhe Wang, Chang Xu, Chao Xu, Dacheng Tao
2017	A*	`conf`	Beyond RPCA: Flattening Complex Noise in the Frequency Domain. AAAI Yunhe Wang, Chang Xu, Chao Xu, Dacheng Tao
2017	A	`conf`	Causal Discovery from Temporally Aggregated Time Series. UAI Mingming Gong, Kun Zhang, Bernhard Schölkopf, Clark Glymour, Dacheng Tao
2017	A*	`conf`	Centered Weight Normalization in Accelerating Training of Deep Neural Networks. ICCV Lei Huang, Xianglong Liu, Yang Liu, Bo Lang, Dacheng Tao
2017	A*	`conf`	Classification and Representation Joint Learning via Deep Networks. IJCAI Ya Li, Xinmei Tian, Xu Shen, Dacheng Tao
2017	J	`jnl`	Coarse-to-Fine Learning for Single-Image Super-Resolution. IEEE Trans. Neural Networks Learn. Syst. Kaibing Zhang, Dacheng Tao, Xinbo Gao, Xuelong Li, Jie Li
2017	A*	`conf`	Collaborative Rating Allocation. IJCAI Yali Du, Chang Xu, Dacheng Tao
2017	J	`jnl`	Combining local and global: Rich and robust feature pooling for visual recognition. Pattern Recognit. Wei Xiong, Lefei Zhang, Bo Du, Dacheng Tao
2017	A*	`conf`	Cost-Sensitive Feature Selection via F-Measure Optimization Reduction. AAAI Meng Liu, Chang Xu, Yong Luo, Chao Xu, Yonggang Wen, Dacheng Tao
2017	J	`jnl`	Coupled Deep Autoencoder for Single Image Super-Resolution. IEEE Trans. Cybern. Kun Zeng, Jun Yu, Ruxin Wang, Cuihua Li, Dacheng Tao
2017	J	`jnl`	Cross disease analysis of co-functional microRNA pairs on a reconstructed network of disease-gene-microRNA tripartite. BMC Bioinform. Hui Peng, Chaowang Lan, Yi Zheng, Gyorgy Hutvagner, Dacheng Tao, Jinyan Li
2017	J	`jnl`	DCT Regularized Extreme Visual Recovery. IEEE Trans. Image Process. Yunhe Wang, Chang Xu, Shan You, Chao Xu, Dacheng Tao
2017	—	`conf`	DL-61-86 at TRECVID 2017: Video-to-Text Description. TRECVID Jianfeng Dong, Shaoli Huang, Duanqing Xu, Dacheng Tao
2017	J	`jnl`	Deep Multimodal Distance Metric Learning Using Click Constraints for Image Ranking. IEEE Trans. Cybern. Jun Yu, Xiaokang Yang, Fei Gao, Dacheng Tao
2017	J	`jnl`	Deep Neural Network for Structural Prediction and Lane Detection in Traffic Scene. IEEE Trans. Neural Networks Learn. Syst. Jun Li, Xue Mei, Danil V. Prokhorov, Dacheng Tao
2017	J	`jnl`	Discriminative GoDec+ for Classification. IEEE Trans. Signal Process. Kailing Guo, Xiangmin Xu, Dacheng Tao
2017	J	`jnl`	Discriminative Multi-View Interactive Image Re-Ranking. IEEE Trans. Image Process. Jun Li, Chang Xu, Wankou Yang, Changyin Sun, Dacheng Tao
2017	J	`jnl`	Distributed Adaptive Binary Quantization for Fast Nearest Neighbor Search. IEEE Trans. Image Process. Xianglong Liu, Zhujin Li, Cheng Deng, Dacheng Tao
2017	J	`jnl`	Diversified dictionaries for multi-instance learning. Pattern Recognit. Maoying Qiao, Liu Liu, Jun Yu, Chang Xu, Dacheng Tao
2017	J	`jnl`	Duality-free Methods for Stochastic Composition Optimization. CoRR Liu Liu, Ji Liu, Dacheng Tao
2017	J	`jnl`	Dynamically Modulated Mask Sparse Tracking. IEEE Trans. Cybern. Zijing Chen, Xinge You, Boxuan Zhong, Jun Li, Dacheng Tao
2017	J	`jnl`	Elastic Net Hypergraph Learning for Image Clustering and Semi-Supervised Classification. IEEE Trans. Image Process. Qingshan Liu, Yubao Sun, Cantian Wang, Tongliang Liu, Dacheng Tao
2017	A*	`conf`	Exploiting High-Order Information in Heterogeneous Multi-Task Feature Learning. IJCAI Yong Luo, Dacheng Tao, Yonggang Wen
2017	J	`jnl`	Exploring Representativeness and Informativeness for Active Learning. IEEE Trans. Cybern. Bo Du, Zengmao Wang, Lefei Zhang, Liangpei Zhang, Wei Liu, Jialie Shen, Dacheng Tao
2017	A*	`conf`	Fast SVM Trained by Divide-and-Conquer Anchors. IJCAI Meng Liu, Chang Xu, Chao Xu, Dacheng Tao
2017	J	`jnl`	Feature Selection Based on Structured Sparsity: A Comprehensive Study. IEEE Trans. Neural Networks Learn. Syst. Jie Gui, Zhenan Sun, Shuiwang Ji, Dacheng Tao, Tieniu Tan
2017	J	`jnl`	Friend or Foe: Fine-Grained Categorization With Weak Supervision. IEEE Trans. Image Process. Zhe Xu, Dacheng Tao, Shaoli Huang, Ya Zhang
2017	A*	`conf`	General Heterogeneous Transfer Distance Metric Learning via Knowledge Fragments Transfer. IJCAI Yong Luo, Yonggang Wen, Tongliang Liu, Dacheng Tao
2017	J	`jnl`	Global Hashing System for Fast Image Search. IEEE Trans. Image Process. Dayong Tian, Dacheng Tao
2017	J	`jnl`	Greedy Batch-Based Minimum-Cost Flows for Tracking Multiple Objects. IEEE Trans. Image Process. Xinchao Wang, Bin Fan, Shiyu Chang, Zhangyang Wang, Xianming Liu, Dacheng Tao, Thomas S. Huang
2017	J	`jnl`	Heterogeneous Face Recognition: A Common Encoding Feature Discriminant Approach. IEEE Trans. Image Process. Dihong Gong, Zhifeng Li, Weilin Huang, Xuelong Li, Dacheng Tao
2017	A*	`conf`	Improving Stochastic Block Models by Incorporating Power-Law Degree Characteristic. IJCAI Maoying Qiao, Jun Yu, Wei Bian, Qiang Li, Dacheng Tao
2017	A*	`conf`	Improving Training of Deep Neural Networks via Singular Value Bounding. CVPR Kui Jia, Dacheng Tao, Shenghua Gao, Xiangmin Xu
2017	J	`jnl`	Joint Hierarchical Category Structure Learning and Large-Scale Image Classification. CoRR Yanyun Qu, Li Lin, Fumin Shen, Chang Lu, Yang Wu, Yuan Xie, Dacheng Tao
2017	J	`jnl`	Joint Hierarchical Category Structure Learning and Large-Scale Image Classification. IEEE Trans. Image Process. Yanyun Qu, Li Lin, Fumin Shen, Chang Lu, Yang Wu, Yuan Xie, Dacheng Tao
2017	J	`jnl`	Joint Structured Sparsity Regularized Multiview Dimension Reduction for Video-Based Facial Expression Recognition. ACM Trans. Intell. Syst. Technol. Liping Xie, Dacheng Tao, Haikun Wei
2017	J	`jnl`	LAM Neurocomputing Yanni Dong, Bo Du, Lefei Zhang, Liangpei Zhang, Dacheng Tao
2017	J	`jnl`	LSV-Based Tail Inequalities for Sums of Random Matrices. Neural Comput. Chao Zhang, Lei Du, Dacheng Tao
2017	J	`jnl`	Label Propagation via Teaching-to-Learn and Learning-to-Teach. IEEE Trans. Neural Networks Learn. Syst. Chen Gong, Dacheng Tao, Wei Liu, Liu Liu, Jie Yang
2017	J	`jnl`	Large Sparse Cone Non-negative Matrix Factorization for Image Annotation. ACM Trans. Intell. Syst. Technol. Dapeng Tao, Dacheng Tao, Xuelong Li, Xinbo Gao
2017	J	`jnl`	Large-Cone Nonnegative Matrix Factorization. IEEE Trans. Neural Networks Learn. Syst. Tongliang Liu, Mingming Gong, Dacheng Tao
2017	J	`jnl`	Learning Reduced-Resolution and Super-Resolution Networks in Synch. CoRR Bolun Cai, Xiangmin Xu, Kailing Guo, Kui Jia, Dacheng Tao
2017	A*	`conf`	Learning from Multiple Teacher Networks. KDD Shan You, Chang Xu, Chao Xu, Dacheng Tao
2017	J	`jnl`	Learning with Biased Complementary Labels. CoRR Xiyu Yu, Tongliang Liu, Mingming Gong, Dacheng Tao
2017	J	`jnl`	Learning with Bounded Instance- and Label-dependent Label Noise. CoRR Jiacheng Cheng, Tongliang Liu, Kotagiri Ramamohanarao, Dacheng Tao
2017	A*	`conf`	Learning with Inadequate and Incorrect Supervision. ICDM Chen Gong, Hengmin Zhang, Jian Yang, Dacheng Tao
2017	J	`jnl`	Manifold Regularized Slow Feature Analysis for Dynamic Texture Recognition. CoRR Jie Miao, Xiangmin Xu, Xiaofen Xing, Dacheng Tao
2017	A*	`conf`	Multi-Positive and Unlabeled Learning. IJCAI Yixing Xu, Chang Xu, Chao Xu, Dacheng Tao
2017	J	`jnl`	Multi-layer multi-view topic model for classifying advertising video. Pattern Recognit. Sujuan Hou, Ling Chen, Dacheng Tao, Shangbo Zhou, Wenjie Liu, Yuanjie Zheng
2017	J	`jnl`	Multi-modal Factorized Bilinear Pooling with Co-Attention Learning for Visual Question Answering. CoRR Zhou Yu, Jun Yu, Jianping Fan, Dacheng Tao
2017	A*	`conf`	Multi-modal Factorized Bilinear Pooling with Co-attention Learning for Visual Question Answering. ICCV Zhou Yu, Jun Yu, Jianping Fan, Dacheng Tao
2017	J	`jnl`	Multifeature Anisotropic Orthogonal Gaussian Process for Automatic Age Estimation. ACM Trans. Intell. Syst. Technol. Zhifeng Li, Dihong Gong, Kai Zhu, Dacheng Tao, Xuelong Li
2017	—	`conf`	NTIRE 2017 Challenge on Single Image Super-Resolution: Methods and Results. CVPR Workshops Radu Timofte, Eirikur Agustsson, Luc Van Gool, Ming-Hsuan Yang, Lei Zhang, Bee Lim, Sanghyun Son, Heewon Kim, Seungjun Nah, Kyoung Mu Lee, Xintao Wang, Yapeng Tian, Ke Yu, Yulun Zhang, Shixiang Wu, Chao Dong, Liang Lin, Yu Qiao, Chen Change Loy, Woong Bae, Jaejun Yoo, Yoseob Han, Jong Chul Ye, Jae-Seok Choi, Munchurl Kim, Yuchen Fan, Jiahui Yu, Wei Han, Ding Liu, Haichao Yu, Zhangyang Wang, Honghui Shi, Xinchao Wang, Thomas S. Huang, Yunjin Chen, Kai Zhang, Wangmeng Zuo, Zhimin Tang, Linkai Luo, Shaohui Li, Min Fu, Lei Cao, Wen Heng, Giang Bui, Truc Le, Ye Duan, Dacheng Tao, Ruxin Wang, Xu Lin, Jianxin Pang, Jinchang Xu, Yu Zhao, Xiangyu Xu, Jin-shan Pan, Deqing Sun, Yujin Zhang, Xibin Song, Yuchao Dai, Xueying Qin, Xuan-Phung Huynh, Tiantong Guo, Hojjat Seyed Mousavi, Tiep Huu Vu, Vishal Monga, Cristóvão Cruz, Karen O. Egiazarian, Vladimir Katkovnik, Rakesh Mehta, Arnav Kumar Jain, Abhinav Agarwalla, Ch V. Sai Praveen, Ruofan Zhou, Hongdiao Wen, Che Zhu, Zhiqiang Xia, Zhengtao Wang, Qi Guo
2017	A*	`conf`	On Compressing Deep Models by Low Rank and Sparse Decomposition. CVPR Xiyu Yu, Tongliang Liu, Xinchao Wang, Dacheng Tao
2017	A*	`conf`	On Gleaning Knowledge from Multiple Domains for Active Learning. IJCAI Zengmao Wang, Bo Du, Lefei Zhang, Liangpei Zhang, Ruimin Hu, Dacheng Tao
2017	J	`jnl`	PLTD: Patch-Based Low-Rank Tensor Decomposition for Hyperspectral Images. IEEE Trans. Multim. Bo Du, Mengfei Zhang, Lefei Zhang, Ruimin Hu, Dacheng Tao
2017	A*	`conf`	Pairwise Relationship Guided Deep Hashing for Cross-Modal Retrieval. AAAI Erkun Yang, Cheng Deng, Wei Liu, Xianglong Liu, Dacheng Tao, Xinbo Gao
2017	A*	`conf`	Patch Reordering: A NovelWay to Achieve Rotation and Translation Invariance in Convolutional Neural Networks. AAAI Xu Shen, Xinmei Tian, Shaoyan Sun, Dacheng Tao
2017	J	`jnl`	Perceptual Adversarial Networks for Image-to-Image Transformation. CoRR Chaoyue Wang, Chang Xu, Chaohui Wang, Dacheng Tao
2017	J	`jnl`	Pose-invariant face recognition with homography-based normalization. Pattern Recognit. Changxing Ding, Dacheng Tao
2017	A*	`conf`	Privileged Matrix Factorization for Collaborative Filtering. IJCAI Yali Du, Chang Xu, Dacheng Tao
2017	A*	`conf`	Privileged Multi-label Learning. IJCAI Shan You, Chang Xu, Yunhe Wang, Chao Xu, Dacheng Tao
2017	J	`jnl`	Privileged Multi-label Learning. CoRR Shan You, Chang Xu, Yunhe Wang, Chao Xu, Dacheng Tao
2017	J	`jnl`	RESIDE: A Benchmark for Single Image Dehazing. CoRR Boyi Li, Wenqi Ren, Dengpan Fu, Dacheng Tao, Dan Feng, Wenjun Zeng, Zhangyang Wang
2017	J	`jnl`	Real-time traffic jams prediction inspired by Biham, Middleton and Levine (BML) model. Inf. Sci. Wenbin Hu, Liping Yan, Huan Wang, Bo Du, Dacheng Tao
2017	J	`jnl`	Robust Dual Clustering with Adaptive Manifold Regularization. IEEE Trans. Knowl. Data Eng. Nengwen Zhao, Lefei Zhang, Bo Du, Qian Zhang, Jane You, Dacheng Tao
2017	A*	`conf`	Robust Manifold Matrix Factorization for Joint Clustering and Feature Extraction. AAAI Lefei Zhang, Qian Zhang, Bo Du, Dacheng Tao, Jane You
2017	J	`jnl`	Robust Object Tracking With Discrete Graph-Based Multiple Experts. IEEE Trans. Image Process. Jiatong Li, Chenwei Deng, Richard Yi Da Xu, Dacheng Tao, Baojun Zhao
2017	J	`jnl`	Robust and Discriminative Labeling for Multi-Label Active Learning Based on Maximum Correntropy Criterion. IEEE Trans. Image Process. Bo Du, Zengmao Wang, Lefei Zhang, Liangpei Zhang, Dacheng Tao
2017	J	`jnl`	Robust, Efficient Depth Reconstruction With Hierarchical Confidence-Based Matching. IEEE Trans. Image Process. Li Sun, Ke Chen, Mingli Song, Dacheng Tao, Gang Chen, Chun Chen
2017	J	`jnl`	Saliency Preservation in Low-Resolution Grayscale Images. CoRR Shivanthan A. C. Yohanandan, Adrian G. Dyer, Dacheng Tao, Andy Song
2017	J	`jnl`	Sparse Representation based Multi-sensor Image Fusion: A Review. CoRR Qiang Zhang, Yi Liu, Rick S. Blum, Jungong Han, Dacheng Tao
2017	J	`jnl`	Spectral Ensemble Clustering via Weighted K-Means: Theoretical and Practical Evidence. IEEE Trans. Knowl. Data Eng. Hongfu Liu, Junjie Wu, Tongliang Liu, Dacheng Tao, Yun Fu
2017	J	`jnl`	Stacked Convolutional Denoising Auto-Encoders for Feature Representation. IEEE Trans. Cybern. Bo Du, Wei Xiong, Jia Wu, Lefei Zhang, Liangpei Zhang, Dacheng Tao
2017	A*	`conf`	Structure Regularized Unsupervised Discriminant Feature Analysis. AAAI Mingyu Fan, Xiaojun Chang, Dacheng Tao
2017	A*	`conf`	Tag Disentangled Generative Adversarial Network for Object Image Re-rendering. IJCAI Chaoyue Wang, Chaohui Wang, Chang Xu, Dacheng Tao
2017	J	`jnl`	The Twist Tensor Nuclear Norm for Video Completion. IEEE Trans. Neural Networks Learn. Syst. Wenrui Hu, Dacheng Tao, Wensheng Zhang, Yuan Xie, Yehui Yang
2017	J	`jnl`	Towards Evolutional Compression. CoRR Yunhe Wang, Chang Xu, Jiayan Qiu, Chao Xu, Dacheng Tao
2017	J	`jnl`	Transforming Cooling Optimization for Green Data Center via Deep Reinforcement Learning. CoRR Yuanlong Li, Yonggang Wen, Kyle Guan, Dacheng Tao
2017	A*	`conf`	Understanding How Feature Structure Transfers in Transfer Learning. IJCAI Tongliang Liu, Qiang Yang, Dacheng Tao
2017	J	`jnl`	dipIQ: Blind Image Quality Assessment by Learning-to-Rank Discriminable Image Pairs. IEEE Trans. Image Process. Kede Ma, Wentao Liu, Tongliang Liu, Zhou Wang, Dacheng Tao
2016	J	`jnl`	A Comprehensive Survey on Pose-Invariant Face Recognition. ACM Trans. Intell. Syst. Technol. Changxing Ding, Dacheng Tao
2016	J	`jnl`	A Fast Optimization Method for General Binary Code Learning. IEEE Trans. Image Process. Fumin Shen, Xiang Zhou, Yang Yang, Jingkuan Song, Heng Tao Shen, Dacheng Tao
2016	J	`jnl`	A minimal Munsell value error based laser printer model. Neurocomputing Juhua Liu, Hai Su, Wenbin Hu, Lefei Zhang, Dacheng Tao
2016	J	`jnl`	A multi-task model for simultaneous face identification and facial expression recognition. Neurocomputing Hao Zheng, Xin Geng, Dacheng Tao, Zhong Jin
2016	J	`jnl`	Aging Face Recognition: A Hierarchical Learning Model Based on Local Patterns Selection. IEEE Trans. Image Process. Zhifeng Li, Dihong Gong, Xuelong Li, Dacheng Tao
2016	J	`jnl`	Automatic Band Selection Using Spatial-Structure Information and Classifier-Based Clustering. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Xianghai Cao, Bin Wu, Dacheng Tao, Licheng Jiao
2016	J	`jnl`	BIT: Biologically Inspired Tracker. IEEE Trans. Image Process. Bolun Cai, Xiangmin Xu, Xiaofen Xing, Kui Jia, Jie Miao, Dacheng Tao
2016	J	`jnl`	Beyond the Sparsity-Based Target Detector: A Hybrid Sparsity and Statistics-Based Detector for Hyperspectral Images. IEEE Trans. Image Process. Bo Du, Yuxiang Zhang, Liangpei Zhang, Dacheng Tao
2016	J	`jnl`	Big data meets multimedia analytics. Signal Process. Tat-Seng Chua, Xiangjian He, Weifeng Liu, Massimo Piccardi, Yonggang Wen, Dacheng Tao
2016	J	`jnl`	Big learning in social media analytics. Neurocomputing C. L. Philip Chen, Dacheng Tao, Xinge You
2016	—	`conf`	CNNpack: Packing Convolutional Neural Networks in the Frequency Domain. NIPS Yunhe Wang, Chang Xu, Shan You, Dacheng Tao, Chao Xu
2016	J	`jnl`	Classification with Noisy Labels by Importance Reweighting. IEEE Trans. Pattern Anal. Mach. Intell. Tongliang Liu, Dacheng Tao
2016	A*	`conf`	Conditional Graphical Lasso for Multi-label Image Classification. CVPR Qiang Li, Maoying Qiao, Wei Bian, Dacheng Tao
2016	J	`jnl`	Connected Component Model for Multi-Object Tracking. IEEE Trans. Image Process. Zhenyu He, Xin Li, Xinge You, Dacheng Tao, Yuan Yan Tang
2016	J	`jnl`	Correlated Logistic Model With Elastic Net Regularization for Multilabel Image Classification. IEEE Trans. Image Process. Qiang Li, Bo Xie, Jane You, Wei Bian, Dacheng Tao
2016	J	`jnl`	Coupled Learning for Facial Deblur. IEEE Trans. Image Process. Dayong Tian, Dacheng Tao
2016	—	`conf`	Deep Neural Networks with Relativity Learning for facial expression recognition. ICME Workshops Yanan Guo, Dapeng Tao, Jun Yu, Hao Xiong, Yaotang Li, Dacheng Tao
2016	—	`conf`	Deep semantic understanding of high resolution remote sensing image. CITS Bo Qu, Xuelong Li, Dacheng Tao, Xiaoqiang Lu
2016	J	`jnl`	DehazeNet: An End-to-End System for Single Image Haze Removal. CoRR Bolun Cai, Xiangmin Xu, Kui Jia, Chunmei Qing, Dacheng Tao
2016	J	`jnl`	DehazeNet: An End-to-End System for Single Image Haze Removal. IEEE Trans. Image Process. Bolun Cai, Xiangmin Xu, Kui Jia, Chunmei Qing, Dacheng Tao
2016	B	`conf`	Denoising auto-encoders toward robust unsupervised feature representation. IJCNN Wei Xiong, Bo Du, Lefei Zhang, Liangpei Zhang, Dacheng Tao
2016	J	`jnl`	Dimensionality-Dependent Generalization Bounds for Neural Comput. Tongliang Liu, Dacheng Tao, Dong Xu
2016	J	`jnl`	Dimensionality-Dependent Generalization Bounds for $k$-Dimensional Coding Schemes. CoRR Tongliang Liu, Dacheng Tao, Dong Xu
2016	A*	`conf`	Discriminative Vanishing Component Analysis. AAAI Chenping Hou, Feiping Nie, Dacheng Tao
2016	A*	`conf`	Diversified Dynamical Gaussian Process Latent Variable Model for Video Repair. AAAI Hao Xiong, Tongliang Liu, Dacheng Tao
2016	A*	`conf`	Diversified hidden Markov models for sequential labeling. ICDE Maoying Qiao, Wei Bian, Richard Yi Da Xu, Dacheng Tao
2016	A*	`conf`	Domain Adaptation with Conditional Transferable Components. ICML Mingming Gong, Kun Zhang, Tongliang Liu, Dacheng Tao, Clark Glymour, Bernhard Schölkopf
2016	J	`jnl`	DropSample: A new training method to enhance deep convolutional neural networks for large-scale unconstrained handwritten Chinese character recognition. Pattern Recognit. Weixin Yang, Lianwen Jin, Dacheng Tao, Zecheng Xie, Ziyong Feng
2016	J	`jnl`	Dual Diversified Dynamical Gaussian Process Latent Variable Model for Video Repairing. IEEE Trans. Image Process. Hao Xiong, Tongliang Liu, Dacheng Tao, Heng Tao Shen
2016	J	`jnl`	Dual Sparse Constrained Cascade Regression for Robust Face Alignment. IEEE Trans. Image Process. Qingshan Liu, Jiankang Deng, Dacheng Tao
2016	J	`jnl`	Elastic Net Hypergraph Learning for Image Clustering and Semi-supervised Classification. CoRR Qingshan Liu, Yubao Sun, Cantian Wang, Tongliang Liu, Dacheng Tao
2016	B	`conf`	Embedded locality discriminant GPLVM for dimensionality reduction. IJCNN Bing Han, Lixia Zhang, Xinbo Gao, Xiaojing Zhao, Dacheng Tao
2016	A*	`conf`	Empirical Risk Minimization for Metric Learning Using Privileged Information. IJCAI Xun Yang, Meng Wang, Luming Zhang, Dacheng Tao
2016	J	`jnl`	Fast Sampling for Time-Varying Determinantal Point Processes. ACM Trans. Knowl. Discov. Data Maoying Qiao, Richard Yi Da Xu, Wei Bian, Dacheng Tao
2016	J	`jnl`	Hyperspectral Image Restoration via Iteratively Regularized Weighted Schatten p-Norm Minimization. IEEE Trans. Geosci. Remote. Sens. Yuan Xie, Yanyun Qu, Dacheng Tao, Weiwei Wu, Qiangqiang Yuan, Wensheng Zhang
2016	J	`jnl`	Hyperspectral signal unmixing based on constrained non-negative matrix factorization approach. Neurocomputing Bo Du, Shaodong Wang, Nan Wang, Lefei Zhang, Dacheng Tao, Lifu Zhang
2016	J	`jnl`	Kernel Learning for Dynamic Texture Synthesis. IEEE Trans. Image Process. Xinge You, Weigang Guo, Shujian Yu, Kan Li, José C. Príncipe, Dacheng Tao
2016	J	`jnl`	Large Margin Multi-Modal Multi-Task Feature Extraction for Image Classification. IEEE Trans. Image Process. Yong Luo, Yonggang Wen, Dacheng Tao, Jie Gui, Chao Xu
2016	—	`conf`	Learning Common and Specific Features for RGB-D Semantic Segmentation with Deconvolutional Networks. ECCV (5) Jinghua Wang, Zhenhua Wang, Dacheng Tao, Simon See, Gang Wang
2016	J	`jnl`	Learning Common and Specific Features for RGB-D Semantic Segmentation with Deconvolutional Networks. CoRR Jinghua Wang, Zhenhua Wang, Dacheng Tao, Simon See, Gang Wang
2016	A*	`conf`	Linear Submodular Bandits with a Knapsack Constraint. AAAI Baosheng Yu, Meng Fang, Dacheng Tao
2016	J	`jnl`	Local Blur Mapping: Exploiting High-Level Semantics by Deep Neural Networks. CoRR Kede Ma, Huan Fu, Tongliang Liu, Zhou Wang, Dacheng Tao
2016	J	`jnl`	Local Rademacher Complexity for Multi-Label Learning. IEEE Trans. Image Process. Chang Xu, Tongliang Liu, Dacheng Tao, Chao Xu
2016	J	`jnl`	M Image Vis. Comput. Jiankang Deng, Qingshan Liu, Jing Yang, Dacheng Tao
2016	J	`jnl`	Multi-Directional Multi-Level Dual-Cross Patterns for Robust Face Recognition. IEEE Trans. Pattern Anal. Mach. Intell. Changxing Ding, Jonghyun Choi, Dacheng Tao, Larry S. Davis
2016	J	`jnl`	Multi-Modal Curriculum Learning for Semi-Supervised Image Classification. IEEE Trans. Image Process. Chen Gong, Dacheng Tao, Stephen J. Maybank, Wei Liu, Guoliang Kang, Jie Yang
2016	A*	`conf`	Multi-View Exclusive Unsupervised Dimension Reduction for Video-Based Facial Expression Recognition. IJCAI Liping Xie, Dacheng Tao, Haikun Wei
2016	J	`jnl`	Multi-View Object Retrieval via Multi-Scale Topic Models. IEEE Trans. Image Process. Richang Hong, Zhenzhen Hu, Ruxin Wang, Meng Wang, Dacheng Tao
2016	J	`jnl`	Multi-View Subspace Clustering via Relaxed L CoRR Yuan Xie, Dacheng Tao, Wensheng Zhang, Lei Zhang
2016	—	`conf`	Multi-label Active Learning Based on Maximum Correntropy Criterion: Towards Robust and Discriminative Labeling. ECCV (3) Zengmao Wang, Bo Du, Lefei Zhang, Liangpei Zhang, Meng Fang, Dacheng Tao
2016	—	`conf`	Multi-view Latent Space Learning Based on Local Discriminant Embedding. CCBD Yue Zhao, Xinge You, Yantao Wei, Shi Yin, Dacheng Tao, Yiu-ming Cheung
2016	A*	`conf`	Multilinear Hyperplane Hashing. CVPR Xianglong Liu, Xinjie Fan, Cheng Deng, Zhujin Li, Hao Su, Dacheng Tao
2016	J	`jnl`	Multinomial Latent Logistic Regression for Image Understanding. IEEE Trans. Image Process. Zhe Xu, Zhibin Hong, Ya Zhang, Junjie Wu, Ah Chung Tsoi, Dacheng Tao
2016	J	`jnl`	Multiple Representations-Based Face Sketch-Photo Synthesis. IEEE Trans. Neural Networks Learn. Syst. Chunlei Peng, Xinbo Gao, Nannan Wang, Dacheng Tao, Xuelong Li, Jie Li
2016	J	`jnl`	Mutual Component Analysis for Heterogeneous Face Recognition. ACM Trans. Intell. Syst. Technol. Zhifeng Li, Dihong Gong, Qiang Li, Dacheng Tao, Xuelong Li
2016	J	`jnl`	Non-Local Auto-Encoder With Collaborative Stabilization for Image Restoration. IEEE Trans. Image Process. Ruxin Wang, Dacheng Tao
2016	A*	`conf`	Occlusion Boundary Detection via Deep Exploration of Context. CVPR Huan Fu, Chaohui Wang, Dacheng Tao, Michael J. Black
2016	—	`conf`	On Combining Compressed Sensing and Sparse Representations for Object Tracking. PCM (1) Hang Sun, Jing Li, Bo Du, Dacheng Tao
2016	A*	`conf`	On Combining Side Information and Unlabeled Data for Heterogeneous Multi-Task Metric Learning. IJCAI Yong Luo, Yonggang Wen, Dacheng Tao
2016	J	`jnl`	On the Performance of Manhattan Nonnegative Matrix Factorization. IEEE Trans. Neural Networks Learn. Syst. Tongliang Liu, Dacheng Tao
2016	A*	`conf`	Online Multi-Object Tracking by Quadratic Pseudo-Boolean Optimization. IJCAI Long Lan, Dacheng Tao, Chen Gong, Naiyang Guan, Zhigang Luo
2016	—	`conf`	Online Semi-Supervised Multi-task Distance Metric Learning. ICDM Workshops Ya Li, Dacheng Tao
2016	A*	`conf`	Part-Stacked CNN for Fine-Grained Visual Categorization. CVPR Shaoli Huang, Zhe Xu, Dacheng Tao, Ya Zhang
2016	J	`jnl`	Parts for the Whole: The DCT Norm for Extreme Visual Recovery. CoRR Yunhe Wang, Chang Xu, Shan You, Dacheng Tao, Chao Xu
2016	J	`jnl`	Pattern Recognition, Part 1 [Guest editors' introduction]. IEEE Intell. Syst. Cheng-Lin Liu, Brian C. Lovell, Dacheng Tao, Massimo Tistarelli
2016	J	`jnl`	Pattern Recognition, Part 2. IEEE Intell. Syst. Cheng-Lin Liu, Brian C. Lovell, Dacheng Tao, Massimo Tistarelli
2016	J	`jnl`	Per-Round Knapsack-Constrained Linear Submodular Bandits. Neural Comput. Baosheng Yu, Meng Fang, Dacheng Tao
2016	J	`jnl`	Perceptual Attributes Optimization for Multivideo Summarization. IEEE Trans. Cybern. Liqiang Nie, Richang Hong, Luming Zhang, Yingjie Xia, Dacheng Tao, Nicu Sebe
2016	J	`jnl`	Query-Adaptive Hash Code Ranking for Large-Scale Multi-View Visual Search. IEEE Trans. Image Process. Xianglong Liu, Lei Huang, Cheng Deng, Bo Lang, Dacheng Tao
2016	J	`jnl`	Query-Adaptive Reciprocal Hash Tables for Nearest Neighbor Search. IEEE Trans. Image Process. Xianglong Liu, Cheng Deng, Bo Lang, Dacheng Tao, Xuelong Li
2016	A*	`conf`	Random Mixed Field Model for Mixed-Attribute Data Restoration. AAAI Qiang Li, Wei Bian, Richard Yi Da Xu, Jane You, Dacheng Tao
2016	J	`jnl`	Real Time Fine-Grained Categorization with Accuracy and Interpretability. CoRR Shaoli Huang, Dacheng Tao
2016	—	`conf`	Real-Time Video Dehazing Based on Spatio-Temporal MRF. PCM (2) Bolun Cai, Xiangmin Xu, Dacheng Tao
2016	J	`jnl`	Recent advances in Support Vector Machines. Neurocomputing Shifei Ding, Zhongzhi Shi, Dacheng Tao, Bo An
2016	A*	`conf`	Regularized Large Margin Distance Metric Learning. ICDM Ya Li, Xinmei Tian, Dacheng Tao
2016	A*	`conf`	Regularizing Deep Convolutional Neural Networks with a Structured Decorrelation Constraint. ICDM Wei Xiong, Bo Du, Lefei Zhang, Ruimin Hu, Dacheng Tao
2016	J	`jnl`	Relative Attribute SVM+ Learning for Age Estimation. IEEE Trans. Cybern. Shengzheng Wang, Dacheng Tao, Jie Yang
2016	J	`jnl`	Removing Turbulence Effect via Hybrid Total Variation and Deformation-Guided Kernel Regression. IEEE Trans. Image Process. Yuan Xie, Wensheng Zhang, Dacheng Tao, Wenrui Hu, Yanyun Qu, Hanzi Wang
2016	—	`conf`	Report on the BTAS 2016 Video Person Recognition Evaluation. BTAS Walter J. Scheirer, Patrick J. Flynn, Changxing Ding, Guodong Guo, Vitomir Struc, Mohamad Al Jazaery, Klemen Grm, Simon Dobrisek, Dacheng Tao, Yu Zhu, Joel Brogan, Sandipan Banerjee, Aparna Bharati, Brandon RichardWebster
2016	J	`jnl`	Representative Vector Machines: A Unified Framework for Classical Classifiers. IEEE Trans. Cybern. Jie Gui, Tongliang Liu, Dacheng Tao, Zhenan Sun, Tieniu Tan
2016	A*	`conf`	Robust Extreme Multi-label Learning. KDD Chang Xu, Dacheng Tao, Chao Xu
2016	J	`jnl`	SERF: A Simple, Effective, Robust, and Fast Image Super-Resolver From Cascaded Linear Regression. IEEE Trans. Image Process. Yanting Hu, Nannan Wang, Dacheng Tao, Xinbo Gao, Xuelong Li
2016	A*	`conf`	Scalable Completion of Nonnegative Matrix with Separable Structure. AAAI Xiyu Yu, Wei Bian, Dacheng Tao
2016	J	`jnl`	Scalable Semi-Supervised Learning by Efficient Anchor Graph Regularization. IEEE Trans. Knowl. Data Eng. Meng Wang, Weijie Fu, Shijie Hao, Dacheng Tao, Xindong Wu
2016	A*	`conf`	Shakeout: A New Regularized Deep Neural Network Training Scheme. AAAI Guoliang Kang, Jun Li, Dacheng Tao
2016	J	`jnl`	Shape-Constrained Sparse and Low-Rank Decomposition for Auroral Substorm Detection. IEEE Trans. Neural Networks Learn. Syst. Xi Yang, Xinbo Gao, Dacheng Tao, Xuelong Li, Bing Han, Jie Li
2016	J	`jnl`	Similarity Constraints-Based Structured Output Regression Machine: An Approach to Image Super-Resolution. IEEE Trans. Neural Networks Learn. Syst. Cheng Deng, Jie Xu, Kaibing Zhang, Dacheng Tao, Xinbo Gao, Xuelong Li
2016	J	`jnl`	Simple to Complex Transfer Learning for Action Recognition. IEEE Trans. Image Process. Fang Liu, Xiangmin Xu, Shuoyang Qiu, Chunmei Qing, Dacheng Tao
2016	B	`conf`	Sparse tensor discriminative locality alignment for gait recognition. IJCNN Nengwen Zhao, Lefei Zhang, Bo Du, Liangpei Zhang, Dacheng Tao, Jane You
2016	J	`jnl`	Speckle Reduction in 3D Optical Coherence Tomography of Retina by A-Scan Reconstruction. IEEE Trans. Medical Imaging Jun Cheng, Dacheng Tao, Ying Quan, Damon Wing Kee Wong, Chui Ming Gemmy Cheung, Masahiro Akiba, Jiang Liu
2016	J	`jnl`	Streaming Label Learning for Modeling Labels on the Fly. CoRR Shan You, Chang Xu, Yunhe Wang, Chao Xu, Dacheng Tao
2016	J	`jnl`	Streaming View Learning. CoRR Chang Xu, Dacheng Tao, Chao Xu
2016	A*	`conf`	Sublinear Dual Coordinate Ascent for Regularized Loss Minimization. ICDM Liu Liu, Dacheng Tao
2016	A*	`conf`	Submodular Asymmetric Feature Selection in Cascade Object Detection. AAAI Baosheng Yu, Meng Fang, Dacheng Tao, Jie Yin
2016	—	`conf`	Subspace Clustering by Capped l_1 l 1 Norm. CCPR (1) Quanmao Lu, Xuelong Li, Yongsheng Dong, Dacheng Tao
2016	A*	`conf`	Teaching-to-Learn and Learning-to-Teach for Multi-label Propagation. AAAI Chen Gong, Dacheng Tao, Jie Yang, Wei Liu
2016	A*	`conf`	Tensor canonical correlation analysis for multi-view dimension reduction. ICDE Yong Luo, Dacheng Tao, Kotagiri Ramamohanarao, Chao Xu, Yonggang Wen
2016	B	`conf`	Toward Effortless TV-to-Online (T2O) Experience: A Novel Metric Learning Approach. GLOBECOM Yong Luo, Yonggang Wen, Dacheng Tao, Qiang Fu
2016	A*	`conf`	Transform-Invariant Convolutional Neural Networks for Image Classification and Search. ACM Multimedia Xu Shen, Xinmei Tian, Anfeng He, Shaoyan Sun, Dacheng Tao
2016	J	`jnl`	Trunk-Branch Ensemble Convolutional Neural Networks for Video-based Face Recognition. CoRR Changxing Ding, Dacheng Tao
2016	J	`jnl`	Two-Dimensional Whitening Reconstruction for Enhancing Robustness of Principal Component Analysis. IEEE Trans. Pattern Anal. Mach. Intell. Xiaoshuang Shi, Zhenhua Guo, Feiping Nie, Lin Yang, Jane You, Dacheng Tao
2016	J	`jnl`	Unified Photo Enhancement by Discovering Aesthetic Communities From Flickr. IEEE Trans. Image Process. Richang Hong, Luming Zhang, Dacheng Tao
2016	J	`jnl`	Video Face Editing Using Temporal-Spatial-Smooth Warping. ACM Trans. Intell. Syst. Technol. Xiaoyan Li, Tongliang Liu, Jiankang Deng, Dacheng Tao
2016	J	`jnl`	Weakly Supervised Large Scale Object Localization with Multiple Instance Learning and Bag Splitting. IEEE Trans. Pattern Anal. Mach. Intell. Weiqiang Ren, Kaiqi Huang, Dacheng Tao, Tieniu Tan
2016	B	`conf`	Which face is more attractive? ICIP Jie Lei, Zunlei Feng, Mingli Song, Dacheng Tao
2016	J	`jnl`	p-Laplacian Regularized Sparse Coding for Human Activity Recognition. IEEE Trans. Ind. Electron. Weifeng Liu, Zheng-Jun Zha, Yanjiang Wang, Ke Lu, Dacheng Tao
2015	J	`jnl`	A Comprehensive Survey on Pose-Invariant Face Recognition. CoRR Changxing Ding, Dacheng Tao
2015	J	`jnl`	A Distributed Approach Toward Discriminative Distance Metric Learning. IEEE Trans. Neural Networks Learn. Syst. Jun Li, Xun Lin, Xiaoguang Rui, Yong Rui, Dacheng Tao
2015	J	`jnl`	A New Low-Rank Tensor Model for Video Completion. CoRR Wenrui Hu, Dacheng Tao, Wensheng Zhang, Yuan Xie, Yehui Yang
2015	J	`jnl`	A deep structure for human pose estimation. Signal Process. Lin Zhao, Xinbo Gao, Dacheng Tao, Xuelong Li
2015	J	`jnl`	A level set method with shape priors by using locality preserving projections. Neurocomputing Bin Wang, Xinbo Gao, Jie Li, Xuelong Li, Dacheng Tao
2015	A*	`conf`	A maximum entropy feature descriptor for age invariant face recognition. CVPR Dihong Gong, Zhifeng Li, Dacheng Tao, Jianzhuang Liu, Xuelong Li
2015	J	`jnl`	A sparse and discriminative tensor to vector projection for human gait feature representation. Signal Process. Lefei Zhang, Liangpei Zhang, Dacheng Tao, Bo Du
2015	A	`conf`	Active Multi-task Learning via Bandits. SDM Meng Fang, Dacheng Tao
2015	J	`jnl`	An Efficient MRF Embedded Level Set Method for Image Segmentation. IEEE Trans. Image Process. Xi Yang, Xinbo Gao, Dacheng Tao, Xuelong Li, Jie Li
2015	J	`jnl`	An Experimental Survey on Correlation Filter-based Tracking. CoRR Zhe Chen, Zhibin Hong, Dacheng Tao
2015	J	`jnl`	An adaptive hybrid pattern for noise-robust texture analysis. Pattern Recognit. Ziqi Zhu, Xinge You, C. L. Philip Chen, Dacheng Tao, Weihua Ou, Xiubao Jiang, Jixing Zou
2015	A*	`conf`	Augmenting Strong Supervision Using Web Data for Fine-Grained Categorization. ICCV Zhe Xu, Shaoli Huang, Ya Zhang, Dacheng Tao
2015	Misc	`conf`	Automatic Preview Frame Selection for Online Videos. DICTA Boyan Zhang, Zhiyong Wang, Dacheng Tao, Xian-Sheng Hua, David Dagan Feng
2015	C	`conf`	Batch Mode Active Learning for Geographical Image Classification. APWeb Zengmao Wang, Bo Du, Lefei Zhang, Wenbin Hu, Dacheng Tao, Liangpei Zhang
2015	J	`jnl`	Biclustering Learning of Trading Rules. IEEE Trans. Cybern. Qinghua Huang, Ting Wang, Dacheng Tao, Xuelong Li
2015	J	`jnl`	Blind Image Quality Assessment via Deep Learning. IEEE Trans. Neural Networks Learn. Syst. Weilong Hou, Xinbo Gao, Dacheng Tao, Xuelong Li
2015	J	`jnl`	Compression of hyperspectral remote sensing images by tensor approach. Neurocomputing Lefei Zhang, Liangpei Zhang, Dacheng Tao, Xin Huang, Bo Du
2015	J	`jnl`	Computational Intelligence for Changing Environments [Guest Editorial]. IEEE Comput. Intell. Mag. Amir Hussain, Dacheng Tao, Q. M. Jonathan Wu, Dongbin Zhao
2015	B	`conf`	Correntropy supervised non-negative matrix factorization. IJCNN Wenju Zhang, Naiyang Guan, Dacheng Tao, Bin Mao, Xuhui Huang, Zhigang Luo
2015	J	`jnl`	DERF: Distinctive Efficient Robust Features From the Biological Modeling of the P Ganglion Cells. IEEE Trans. Image Process. Dawei Weng, Yunhong Wang, Mingming Gong, Dacheng Tao, Hui Wei, Di Huang
2015	A	`conf`	DIAS: A Disassemble-Assemble Framework for Highly Sparse Text Clustering. SDM Hongfu Liu, Junjie Wu, Dacheng Tao, Yuchao Zhang, Yun Fu
2015	J	`jnl`	Database Saliency for Fast Image Retrieval. IEEE Trans. Multim. Yuan Gao, Miaojing Shi, Dacheng Tao, Chao Xu
2015	J	`jnl`	Deformed Graph Laplacian for Semisupervised Learning. IEEE Trans. Neural Networks Learn. Syst. Chen Gong, Tongliang Liu, Dacheng Tao, Keren Fu, Enmei Tu, Jie Yang
2015	J	`jnl`	Dictionary Pair Learning on Grassmann Manifolds for Image Denoising. IEEE Trans. Image Process. Xianhua Zeng, Wei Bian, Wei Liu, Jialie Shen, Dacheng Tao
2015	A*	`conf`	Discovering Temporal Causal Relations from Subsampled Data. ICML Mingming Gong, Kun Zhang, Bernhard Schölkopf, Dacheng Tao, Philipp Geiger
2015	J	`jnl`	Discriminative Embedded Clustering: A Framework for Grouping High-Dimensional Data. IEEE Trans. Neural Networks Learn. Syst. Chenping Hou, Feiping Nie, Dongyun Yi, Dacheng Tao
2015	J	`jnl`	Diversified Hidden Markov Models for Sequential Labeling. IEEE Trans. Knowl. Data Eng. Maoying Qiao, Wei Bian, Richard Yi Da Xu, Dacheng Tao
2015	J	`jnl`	DropSample: A New Training Method to Enhance Deep Convolutional Neural Networks for Large-Scale Unconstrained Handwritten Chinese Character Recognition. CoRR Weixin Yang, Lianwen Jin, Dacheng Tao, Zecheng Xie, Ziyong Feng
2015	B	`conf`	EMIF: Towards a Scalable and Effective Indexing Framework for Large Scale Music Retrieval. ICMR Jialie Shen, Tao Mei, Dacheng Tao, Xuelong Li, Yong Rui
2015	A*	`conf`	Efficient Latent Link Recommendation in Signed Networks. KDD Dongjin Song, David A. Meyer, Dacheng Tao
2015	J	`jnl`	Efficient Robust Conditional Random Fields. IEEE Trans. Image Process. Dongjin Song, Wei Liu, Tianyi Zhou, Dacheng Tao, David A. Meyer
2015	J	`jnl`	Ensemble manifold regularized sparse low-rank approximation for multiview feature embedding. Pattern Recognit. Lefei Zhang, Qian Zhang, Liangpei Zhang, Dacheng Tao, Xin Huang, Bo Du
2015	J	`jnl`	Exploration of Image Search Results Quality Assessment. IEEE Trans. Big Data Xinmei Tian, Yijuan Lu, Nate Stender, Linjun Yang, Dacheng Tao
2015	J	`jnl`	Exploring Spatial Correlation for Visual Object Retrieval. ACM Trans. Intell. Syst. Technol. Miaojing Shi, Xinghai Sun, Dacheng Tao, Chao Xu, George Baciu, Hong Liu
2015	A*	`conf`	FaLRR: A fast low rank representation solver. CVPR Shijie Xiao, Wen Li, Dong Xu, Dacheng Tao
2015	B	`conf`	Feature regions based on graph optimization for robust reversible watermarking. ICIP Guangxue Yin, Lingling An, Xinbo Gao, Dacheng Tao
2015	J	`jnl`	Fick's Law Assisted Propagation for Semisupervised Learning. IEEE Trans. Neural Networks Learn. Syst. Chen Gong, Dacheng Tao, Keren Fu, Jie Yang
2015	J	`jnl`	High-Order Topology Modeling of Visual Words for Image Classification. IEEE Trans. Image Process. Kaiqi Huang, Chong Wang, Dacheng Tao
2015	J	`jnl`	Image Search Reranking With Hierarchical Topic Awareness. IEEE Trans. Cybern. Xinmei Tian, Linjun Yang, Yijuan Lu, Qi Tian, Dacheng Tao
2015	J	`jnl`	Image-Based Three-Dimensional Human Pose Recovery by Multiview Locality-Sensitive Sparse Retrieval. IEEE Trans. Ind. Electron. Chaoqun Hong, Jun Yu, Dacheng Tao, Meng Wang
2015	A*	`conf`	Large-Margin Multi-Label Causal Feature Learning. AAAI Chang Xu, Dacheng Tao, Chao Xu
2015	J	`jnl`	Large-margin multi-view Gaussian process. Multim. Syst. Chang Xu, Dacheng Tao, Yangxi Li, Chao Xu
2015	J	`jnl`	Learning Compact Feature Descriptor and Adaptive Matching Framework for Face Recognition. IEEE Trans. Image Process. Zhifeng Li, Dihong Gong, Xuelong Li, Dacheng Tao
2015	J	`jnl`	Learning Multiple Linear Mappings for Efficient Single Image Super-Resolution. IEEE Trans. Image Process. Kaibing Zhang, Dacheng Tao, Xinbo Gao, Xuelong Li, Zenggang Xiong
2015	J	`jnl`	Learning a Tracking and Estimation Integrated Graphical Model for Human Pose Tracking. IEEE Trans. Neural Networks Learn. Syst. Lin Zhao, Xinbo Gao, Dacheng Tao, Xuelong Li
2015	J	`jnl`	Learning to Rank Using User Clicks and Visual Features for Image Retrieval. IEEE Trans. Cybern. Jun Yu, Dacheng Tao, Meng Wang, Yong Rui
2015	J	`jnl`	Learning to Rank for Blind Image Quality Assessment. IEEE Trans. Neural Networks Learn. Syst. Fei Gao, Dacheng Tao, Xinbo Gao, Xuelong Li
2015	J	`jnl`	Learning to Track Multiple Targets. IEEE Trans. Neural Networks Learn. Syst. Xiao Liu, Dacheng Tao, Mingli Song, Luming Zhang, Jiajun Bu, Chun Chen
2015	A*	`conf`	Low-Rank Multi-View Learning in Matrix Completion for Multi-Label Image Classification. AAAI Meng Liu, Yong Luo, Dacheng Tao, Chao Xu, Yonggang Wen
2015	A*	`conf`	MMFE: Multitask Multiview Feature Embedding. ICDM Qian Zhang, Lefei Zhang, Bo Du, Wei Zheng, Wei Bian, Dacheng Tao
2015	A*	`conf`	MUlti-Store Tracker (MUSTer): A cognitive psychology inspired approach to object tracking. CVPR Zhibin Hong, Zhe Chen, Chaohui Wang, Xue Mei, Danil V. Prokhorov, Dacheng Tao
2015	A*	`conf`	Multi-Task Model and Feature Joint Learning. IJCAI Ya Li, Xinmei Tian, Tongliang Liu, Dacheng Tao
2015	J	`jnl`	Multi-Task Pose-Invariant Face Recognition. IEEE Trans. Image Process. Changxing Ding, Chang Xu, Dacheng Tao
2015	J	`jnl`	Multi-View Intact Space Learning. IEEE Trans. Pattern Anal. Mach. Intell. Chang Xu, Dacheng Tao, Chao Xu
2015	J	`jnl`	Multi-View Learning With Incomplete Views. IEEE Trans. Image Process. Chang Xu, Dacheng Tao, Chao Xu
2015	A*	`conf`	Multi-View Matrix Decomposition: A New Scheme for Exploring Discriminative Information. IJCAI Cheng Deng, Zongting Lv, Wei Liu, Junzhou Huang, Dacheng Tao, Xinbo Gao
2015	J	`jnl`	Multi-task proximal support vector machine. Pattern Recognit. Ya Li, Xinmei Tian, Mingli Song, Dacheng Tao
2015	A*	`conf`	Multi-view Self-Paced Learning for Clustering. IJCAI Chang Xu, Dacheng Tao, Chao Xu
2015	—	`ed.`	MultiMedia Modeling - 21st International Conference, MMM 2015, Sydney, NSW, Australia, January 5-7, 2015, Proceedings, Part I MMM (1) Xiangjian He, Suhuai Luo, Dacheng Tao, Changsheng Xu, Jie Yang, Muhammad Abul Hasan
2015	—	`ed.`	MultiMedia Modeling - 21st International Conference, MMM 2015, Sydney, NSW, Australia, January 5-7, 2015, Proceedings, Part II MMM (2) Xiangjian He, Suhuai Luo, Dacheng Tao, Changsheng Xu, Jie Yang, Muhammad Abul Hasan
2015	J	`jnl`	Multimodal Deep Autoencoder for Human Pose Recovery. IEEE Trans. Image Process. Chaoqun Hong, Jun Yu, Jian Wan, Dacheng Tao, Meng Wang
2015	J	`jnl`	Multiview Matrix Completion for Multilabel Image Classification. IEEE Trans. Image Process. Yong Luo, Tongliang Liu, Dacheng Tao, Chao Xu
2015	J	`jnl`	No Reference Quality Assessment for Multiply-Distorted Images Based on an Improved Bag-of-Words Model. IEEE Signal Process. Lett. Yanan Lu, Fengying Xie, Tongliang Liu, Zhiguo Jiang, Dacheng Tao
2015	—	`conf`	Non-negative Low-Rank and Group-Sparse Matrix Factorization. MMM (2) Shuyi Wu, Xiang Zhang, Naiyang Guan, Dacheng Tao, Xuhui Huang, Zhigang Luo
2015	J	`jnl`	Nonnegative Multiresolution Representation-Based Texture Image Classification. ACM Trans. Intell. Syst. Technol. Yongsheng Dong, Dacheng Tao, Xuelong Li
2015	J	`jnl`	Part-Stacked CNN for Fine-Grained Visual Categorization. CoRR Shaoli Huang, Zhe Xu, Dacheng Tao, Ya Zhang
2015	A*	`conf`	R2FP: Rich and Robust Feature Pooling for Mining Visual Data. ICDM Wei Xiong, Bo Du, Lefei Zhang, Ruimin Hu, Wei Bian, Jialie Shen, Dacheng Tao
2015	J	`jnl`	Random Forest Construction With Robust Semisupervised Node Splitting. IEEE Trans. Image Process. Xiao Liu, Mingli Song, Dacheng Tao, Zicheng Liu, Luming Zhang, Chun Chen, Jiajun Bu
2015	J	`jnl`	Random Geometric Prior Forest for Multiclass Object Segmentation. IEEE Trans. Image Process. Xiao Liu, Mingli Song, Dacheng Tao, Jiajun Bu, Chun Chen
2015	B	`conf`	Rank Preserving Hashing for Rapid Image Search. DCC Dongjin Song, Wei Liu, David A. Meyer, Dacheng Tao, Rongrong Ji
2015	B	`conf`	Report on the FG 2015 Video Person Recognition Evaluation. FG J. Ross Beveridge, Hao Zhang, Bruce A. Draper, Patrick J. Flynn, Zhenhua Feng, Patrik Huber, Josef Kittler, Zhiwu Huang, Shaoxin Li, Yan Li, Meina Kan, Ruiping Wang, Shiguang Shan, Xilin Chen, Haoxiang Li, Gang Hua, Vitomir Struc, Janez Krizaj, Changxing Ding, Dacheng Tao, P. Jonathon Phillips
2015	J	`jnl`	Robust Face Recognition via Multimodal Deep Face Representation. CoRR Changxing Ding, Dacheng Tao
2015	J	`jnl`	Robust Face Recognition via Multimodal Deep Face Representation. IEEE Trans. Multim. Changxing Ding, Dacheng Tao
2015	J	`jnl`	Robust Multitask Multiview Tracking in Videos. IEEE Trans. Neural Networks Learn. Syst. Xue Mei, Zhibin Hong, Danil V. Prokhorov, Dacheng Tao
2015	J	`jnl`	Robust visual tracking via multi-graph ranking. Neurocomputing Xun Yang, Meng Wang, Dacheng Tao
2015	A*	`conf`	Saliency propagation from simple to difficult. CVPR Chen Gong, Dacheng Tao, Wei Liu, Stephen J. Maybank, Meng Fang, Keren Fu, Jie Yang
2015	J	`jnl`	Single Image Superresolution via Directional Group Sparsity and Directional Features. IEEE Trans. Image Process. Xiaoyan Li, Hongjie He, Ruxin Wang, Dacheng Tao
2015	J	`jnl`	Sparse Dissimilarity-Constrained Coding for Glaucoma Screening. IEEE Trans. Biomed. Eng. Jun Cheng, Fengshou Yin, Damon Wing Kee Wong, Dacheng Tao, Jiang Liu
2015	A*	`conf`	Spectral Ensemble Clustering. KDD Hongfu Liu, Tongliang Liu, Junjie Wu, Dacheng Tao, Yun Fu
2015	J	`jnl`	Temporal Variance Analysis for Action Recognition. IEEE Trans. Image Process. Jie Miao, Xiangmin Xu, Shuoyang Qiu, Chunmei Qing, Dacheng Tao
2015	J	`jnl`	Tensor Canonical Correlation Analysis for Multi-View Dimension Reduction. IEEE Trans. Knowl. Data Eng. Yong Luo, Dacheng Tao, Kotagiri Ramamohanarao, Chao Xu, Yonggang Wen
2015	J	`jnl`	Tensor Canonical Correlation Analysis for Multi-view Dimension Reduction. CoRR Yong Luo, Dacheng Tao, Yonggang Wen, Kotagiri Ramamohanarao, Chao Xu
2015	J	`jnl`	Texture Classification and Retrieval Using Shearlets and Linear Regression. IEEE Trans. Cybern. Yongsheng Dong, Dacheng Tao, Xuelong Li, Jinwen Ma, Jiexin Pu
2015	J	`jnl`	The 21st International Conference on MultiMedia Modeling. IEEE Multim. Xiangjian He, Suhuai Luo, Dacheng Tao, Changsheng Xu, Jie Yang
2015	A*	`conf`	Top-k Link Recommendation in Social Networks. ICDM Dongjin Song, David A. Meyer, Dacheng Tao
2015	J	`jnl`	Tracking Human Pose Using Max-Margin Markov Models. IEEE Trans. Image Process. Lin Zhao, Xinbo Gao, Dacheng Tao, Xuelong Li
2015	—	`conf`	Two-Dimensional Euler PCA for Face Recognition. MMM (2) Huibin Tan, Xiang Zhang, Naiyang Guan, Dacheng Tao, Xuhui Huang, Zhigang Luo
2015	J	`jnl`	Where2Stand: A Human Position Recommendation System for Souvenir Photography. ACM Trans. Intell. Syst. Technol. Yinting Wang, Mingli Song, Dacheng Tao, Yong Rui, Jiajun Bu, Ah Chung Tsoi, Shaojie Zhuo, Ping Tan
2014	J	`jnl`	A Comprehensive Survey to Face Hallucination. Int. J. Comput. Vis. Nannan Wang, Dacheng Tao, Xinbo Gao, Xuelong Li, Jie Li
2014	—	`conf`	A K-L divergence constrained sparse NMF for hyperspectral signal unmixing. SPAC Shaodong Wang, Nan Wang, Dacheng Tao, Lefei Zhang, Bo Du
2014	B	`conf`	A Noise-Robust Adaptive Hybrid Pattern for Texture Classification. ICPR Ziqi Zhu, Xinge You, C. L. Philip Chen, Dacheng Tao, Xiubao Jiang, Fanyu You, Jixing Zou
2014	J	`jnl`	A Nonlinear Adaptive Level Set for Image Segmentation. IEEE Trans. Cybern. Bin Wang, Xinbo Gao, Dacheng Tao, Xuelong Li
2014	J	`jnl`	A Unified Learning Framework for Single Image Super-Resolution. IEEE Trans. Neural Networks Learn. Syst. Jifei Yu, Xinbo Gao, Dacheng Tao, Xuelong Li, Kaibing Zhang
2014	A*	`conf`	Active Learning for Crowdsourcing Using Knowledge Transfer. AAAI Meng Fang, Jie Yin, Dacheng Tao
2014	—	`conf`	Activity Recognition in Still Images with Transductive Non-negative Matrix Factorization. ECCV Workshops (1) Naiyang Guan, Dacheng Tao, Long Lan, Zhigang Luo, Xuejun Yang
2014	—	`conf`	Architectural Style Classification Using Multinomial Latent Logistic Regression. ECCV (1) Zhe Xu, Dacheng Tao, Ya Zhang, Junjie Wu, Ah Chung Tsoi
2014	J	`jnl`	Asymptotic Generalization Bound of Fisher's Linear Discriminant Analysis. IEEE Trans. Pattern Anal. Mach. Intell. Wei Bian, Dacheng Tao
2014	J	`jnl`	Being rational or aggressive? A revisit to Dunbar's number in online social networks. Neurocomputing Jichang Zhao, Junjie Wu, Guannan Liu, Dacheng Tao, Ke Xu, Chunyang Liu
2014	B	`conf`	Box-constrained projective nonnegative matrix factorization via augmented Lagrangian method. IJCNN Xiang Zhang, Naiyang Guan, Long Lan, Dacheng Tao, Zhigang Luo
2014	J	`jnl`	Classification with Noisy Labels by Importance Reweighting. CoRR Tongliang Liu, Dacheng Tao
2014	J	`jnl`	Click Prediction for Web Image Reranking Using Multimodal Sparse Coding. IEEE Trans. Image Process. Jun Yu, Yong Rui, Dacheng Tao
2014	J	`jnl`	Common Feature Discriminant Analysis for Matching Infrared Face Images to Optical Face Images. IEEE Trans. Image Process. Zhifeng Li, Dihong Gong, Yu Qiao, Dacheng Tao
2014	J	`jnl`	Compressed Sensing-Based Inpainting of Aqua Moderate Resolution Imaging Spectroradiometer Band 6 Using Adaptive Spectrum-Weighted Sparse Bayesian Dictionary Learning. IEEE Trans. Geosci. Remote. Sens. Huanfeng Shen, Xinghua Li, Liangpei Zhang, Dacheng Tao, Chao Zeng
2014	—	`conf`	Correntropy induced metric based graph regularized non-negative matrix factorization. SPAC Bin Mao, Naiyang Guan, Dacheng Tao, Xuhui Huang, Zhigang Luo
2014	J	`jnl`	Dayside aurora classification via BIFs-based sparse representation using manifold learning. Int. J. Comput. Math. Bing Han, Xiaojing Zhao, Dacheng Tao, Xuelong Li, Zejun Hu, Hongqiao Hu
2014	J	`jnl`	Decomposition-Based Transfer Distance Metric Learning for Image Classification. IEEE Trans. Image Process. Yong Luo, Tongliang Liu, Dacheng Tao, Chao Xu
2014	J	`jnl`	Distortion-driven Turbulence Effect Removal using Variational Model. CoRR Yuan Xie, Wensheng Zhang, Dacheng Tao, Wenrui Hu, Yanyun Qu, Hanzi Wang
2014	J	`jnl`	Diverse Expected Gradient Active Learning for Relative Attributes. IEEE Trans. Image Process. Xinge You, Ruxin Wang, Dacheng Tao
2014	A*	`conf`	Face Recognition from Multiple Images per Subject. ACM Multimedia Yang Mu, Henry Z. Lo, Wei Ding, Dacheng Tao
2014	J	`jnl`	Facial Feature Point Detection: A Comprehensive Survey. CoRR Nannan Wang, Xinbo Gao, Dacheng Tao, Xuelong Li
2014	J	`jnl`	Group Sparse Multiview Patch Alignment Framework With View Consistency for Image Classification. IEEE Trans. Image Process. Jie Gui, Dacheng Tao, Zhenan Sun, Yong Luo, Xinge You, Yuan Yan Tang
2014	J	`jnl`	High-Order Distance-Based Multiview Stochastic Learning in Image Classification. IEEE Trans. Cybern. Jun Yu, Yong Rui, Yuan Yan Tang, Dacheng Tao
2014	J	`jnl`	Hyperspectral Remote Sensing Image Subpixel Target Detection Based on Supervised Metric Learning. IEEE Trans. Geosci. Remote. Sens. Lefei Zhang, Liangpei Zhang, Dacheng Tao, Xin Huang, Bo Du
2014	J	`jnl`	Image Annotation by Multiple-Instance Learning With Discriminative Feature Mapping and Selection. IEEE Trans. Cybern. Richang Hong, Meng Wang, Yue Gao, Dacheng Tao, Xuelong Li, Xindong Wu
2014	Misc	`conf`	Image super-resolution using multi-layer support vector regression. ICASSP Jie Xu, Cheng Deng, Xinbo Gao, Dacheng Tao, Xuelong Li
2014	J	`jnl`	Improving Level Set Method for Fast Auroral Oval Segmentation. IEEE Trans. Image Process. Xi Yang, Xinbo Gao, Dacheng Tao, Xuelong Li
2014	J	`jnl`	Large-Margin Multi-ViewInformation Bottleneck. IEEE Trans. Pattern Anal. Mach. Intell. Chang Xu, Dacheng Tao, Chao Xu
2014	A*	`conf`	Large-margin Weakly Supervised Dimensionality Reduction. ICML Chang Xu, Dacheng Tao, Chao Xu, Yong Rui
2014	J	`jnl`	Learning Discriminative Dictionary for Group Sparse Representation. IEEE Trans. Image Process. Yubao Sun, Qingshan Liu, Jinhui Tang, Dacheng Tao
2014	A	`conf`	Learning relative features through adaptive pooling for image classification. ICME Ming Shao, Sheng Li, Tongliang Liu, Dacheng Tao, Thomas S. Huang, Yun Fu
2014	J	`jnl`	Local Metric Learning for Exemplar-Based Object Detection. IEEE Trans. Circuits Syst. Video Technol. Xinge You, Qiang Li, Dacheng Tao, Weihua Ou, Mingming Gong
2014	J	`jnl`	Local Rademacher Complexity for Multi-label Learning. CoRR Chang Xu, Tongliang Liu, Dacheng Tao, Chao Xu
2014	J	`jnl`	Minimizing Nearest Neighbor Classification Error for Nonparametric Dimension Reduction. IEEE Trans. Neural Networks Learn. Syst. Wei Bian, Tianyi Zhou, Aleix M. Martínez, George Baciu, Dacheng Tao
2014	J	`jnl`	Multi-Directional Multi-Level Dual-Cross Patterns for Robust Face Recognition. CoRR Changxing Ding, Jonghyun Choi, Dacheng Tao, Larry S. Davis
2014	A*	`conf`	Multi-task copula by sparse graph regression. KDD Tianyi Zhou, Dacheng Tao
2014	A*	`conf`	Multi-view Multi-task Feature Extraction for Web Image Classification. ACM Multimedia Zhiqiang Zuo, Yong Luo, Dacheng Tao, Chao Xu
2014	J	`jnl`	Multimedia modeling. Inf. Sci. Meng Wang, Dacheng Tao, Benoit Huet
2014	J	`jnl`	Multiview Hessian discriminative sparse coding for image annotation. Comput. Vis. Image Underst. Weifeng Liu, Dacheng Tao, Jun Cheng, Yuan Yan Tang
2014	A*	`conf`	Networked bandits with disjoint linear payoffs. KDD Meng Fang, Dacheng Tao
2014	J	`jnl`	Person Re-Identification Over Camera Networks Using Multi-Task Distance Metric Learning. IEEE Trans. Image Process. Lianyang Ma, Xiaokang Yang, Dacheng Tao
2014	A*	`conf`	ReLISH: Reliable Label Inference via Smoothness Hypothesis. AAAI Chen Gong, Dacheng Tao, Keren Fu, Jie Yang
2014	J	`jnl`	Recent Progress in Image Deblurring. CoRR Ruxin Wang, Dacheng Tao
2014	J	`jnl`	Robust 3D Face Landmark Localization Based on Local Coordinate Coding. IEEE Trans. Image Process. Mingli Song, Dacheng Tao, Shengpeng Sun, Chun Chen, Stephen J. Maybank
2014	J	`jnl`	Robust face recognition via occlusion dictionary learning. Pattern Recognit. Weihua Ou, Xinge You, Dacheng Tao, Pengyue Zhang, Yuanyan Tang, Ziqi Zhu
2014	A*	`conf`	Semi-supervised Coupled Dictionary Learning for Person Re-identification. CVPR Xiao Liu, Mingli Song, Dacheng Tao, Xingchen Zhou, Chun Chen, Jiajun Bu
2014	A*	`conf`	Signed Laplacian Embedding for Supervised Dimension Reduction. AAAI Chen Gong, Dacheng Tao, Jie Yang, Keren Fu
2014	J	`jnl`	Social media mining and knowledge discovery. Multim. Syst. Jinhui Tang, Dacheng Tao, Guo-Jun Qi, Benoit Huet
2014	B	`conf`	Soft-constrained nonnegative matrix factorization via normalization. IJCNN Long Lan, Naiyang Guan, Xiang Zhang, Dacheng Tao, Zhigang Luo
2014	J	`jnl`	Sparse Transfer Manifold Embedding for Hyperspectral Target Detection. IEEE Trans. Geosci. Remote. Sens. Lefei Zhang, Liangpei Zhang, Dacheng Tao, Xin Huang
2014	J	`jnl`	Spatio-Temporal Laplacian Pyramid Coding for Action Recognition. IEEE Trans. Cybern. Ling Shao, Xiantong Zhen, Dacheng Tao, Xuelong Li
2014	—	`conf`	Speckle Reduction in Optical Coherence Tomography by Image Registration and Matrix Completion. MICCAI (1) Jun Cheng, Lixin Duan, Damon Wing Kee Wong, Dacheng Tao, Masahiro Akiba, Jiang Liu
2014	J	`jnl`	Spectral-Spatial Constraint Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. Rongrong Ji, Yue Gao, Richang Hong, Qiong Liu, Dacheng Tao, Xuelong Li
2014	J	`jnl`	Task-group Relatedness and Generalization Bounds for Regularized Multi-task Learning. CoRR Chao Zhang, Dacheng Tao, Tao Hu, Xiang Li
2014	—	`conf`	Tracking Using Multilevel Quantizations. ECCV (6) Zhibin Hong, Chaohui Wang, Xue Mei, Danil V. Prokhorov, Dacheng Tao
2014	Misc	`conf`	Transductive nonnegative matrix factorization for semi-supervised high-performance speech separation. ICASSP Naiyang Guan, Long Lan, Dacheng Tao, Zhigang Luo, Xuejun Yang
2014	J	`jnl`	Video Face Editing Using Temporal-Spatial-Smooth Warping. CoRR Xiaoyan Li, Dacheng Tao
2014	J	`jnl`	Video Tonal Stabilization via Color States Smoothing. IEEE Trans. Image Process. Yinting Wang, Dacheng Tao, Xiang Li, Mingli Song, Jiajun Bu, Ping Tan
2014	J	`jnl`	Weakly Supervised Multi-Graph Learning for Robust Image Reranking. IEEE Trans. Multim. Cheng Deng, Rongrong Ji, Dacheng Tao, Xinbo Gao, Xuelong Li
2014	A*	`conf`	Weakly Supervised Multiclass Video Segmentation. CVPR Xiao Liu, Dacheng Tao, Mingli Song, Ying Ruan, Chun Chen, Jiajun Bu
2013	A*	`conf`	A Bayesian Factorised Covariance Model for Image Analysis. IJCAI Jun Li, Dacheng Tao
2013	J	`jnl`	A Bayesian Hierarchical Factorization Model for Vector Fields. IEEE Trans. Image Process. Jun Li, Dacheng Tao
2013	—	`conf`	A Level Set with Shape Priors Using Moment-Based Alignment and Locality Preserving Projections. IScIDE Bin Wang, Xinbo Gao, Jie Li, Xuelong Li, Dacheng Tao
2013	J	`jnl`	A Survey on Multi-view Learning CoRR Chang Xu, Dacheng Tao, Chao Xu
2013	J	`jnl`	ANEEC: A Quasi-Automatic System for Massive Named Entity Extraction and Categorization. Comput. J. Bingyue Peng, Junjie Wu, Hua Yuan, Qingwei Guo, Dacheng Tao
2013	J	`jnl`	Biview face recognition in the shape-texture domain. Pattern Recognit. Bing Xiao, Xinbo Gao, Dacheng Tao, Xuelong Li
2013	A*	`conf`	Constrained stochastic gradient descent for large-scale least squares problem. KDD Yang Mu, Wei Ding, Tianyi Zhou, Dacheng Tao
2013	A*	`conf`	Divide-and-Conquer Anchoring for Near-Separable Nonnegative Matrix Factorization and Completion in High Dimensions. ICDM Tianyi Zhou, Wei Bian, Dacheng Tao
2013	J	`jnl`	Double Shrinking Sparse Dimension Reduction. IEEE Trans. Image Process. Tianyi Zhou, Dacheng Tao
2013	J	`jnl`	Embedding Motion and Structure Features for Action Recognition. IEEE Trans. Circuits Syst. Video Technol. Xiantong Zhen, Ling Shao, Dacheng Tao, Xuelong Li
2013	J	`jnl`	Exponential Family Factors for Bayesian Factor Analysis. IEEE Trans. Neural Networks Learn. Syst. Jun Li, Dacheng Tao
2013	J	`jnl`	Generalization performance of magnitude-preserving semi-supervised ranking with graph-based regularization. Inf. Sci. Zhibin Pan, Xinge You, Hong Chen, Dacheng Tao, Baochuan Pang
2013	J	`jnl`	Grassmannian Regularized Structured Multi-View Embedding for Image Classification. IEEE Trans. Image Process. Xinchao Wang, Wei Bian, Dacheng Tao
2013	A	`conf`	Greedy Bilateral Sketch, Completion & Smoothing. AISTATS Tianyi Zhou, Dacheng Tao
2013	J	`jnl`	Heterogeneous image transformation. Pattern Recognit. Lett. Nannan Wang, Jie Li, Dacheng Tao, Xuelong Li, Xinbo Gao
2013	—	`conf`	Hyperspectral Medical Images Unmixing for Cancer Screening Based on Rotational Independent Component Analysis. IScIDE Bo Du, Nan Wang, Liangpei Zhang, Dacheng Tao
2013	B	`conf`	Image super-resolution via non-local steering kernel regression regularization. ICIP Kaibing Zhang, Xinbo Gao, Dacheng Tao, Xuelong Li
2013	J	`jnl`	Joint Sparse Learning for 3-D Facial Expression Generation. IEEE Trans. Image Process. Mingli Song, Dacheng Tao, Shengpeng Sun, Chun Chen, Jiajun Bu
2013	—	`conf`	Large-margin multi-view Gaussian process for image classification. ICIMCS Chang Xu, Dacheng Tao, Yangxi Li, Chao Xu
2013	J	`jnl`	Learning colours from textures by sparse manifold embedding. Signal Process. Jun Li, Wei Bian, Dacheng Tao, Chengqi Zhang
2013	J	`jnl`	Learning to Rank for Blind Image Quality Assessment. CoRR Fei Gao, Dacheng Tao, Xinbo Gao, Xuelong Li
2013	B	`conf`	Learning to multimodal hash for robust video copy detection. ICIP Haiyan Peng, Cheng Deng, Lingling An, Xinbo Gao, Dacheng Tao
2013	J	`jnl`	Limited relationships between two-year changes in sulcal morphology and other common neuroimaging indices in the elderly. NeuroImage Tao Liu, Perminder S. Sachdev, Darren M. Lipnicki, Jiyang Jiang, Guangqiang Geng, Wanlin Zhu, Simone Reppermund, Dacheng Tao, Julian N. Trollor, Henry Brodaty, Wei Wen
2013	J	`jnl`	Local discriminative distance metrics ensemble learning. Pattern Recognit. Yang Mu, Wei Ding, Dacheng Tao
2013	J	`jnl`	Locally regularized sliced inverse regression based 3D hand gesture recognition on a dance robot. Inf. Sci. Jun Cheng, Wei Bian, Dacheng Tao
2013	J	`jnl`	Machine learning in intelligent image processing. Signal Process. Dacheng Tao, Dianhui Wang, Fionn Murtagh
2013	J	`jnl`	Manifold Regularized Multitask Learning for Semi-Supervised Multilabel Image Classification. IEEE Trans. Image Process. Yong Luo, Dacheng Tao, Bo Geng, Chao Xu, Stephen J. Maybank
2013	B	`conf`	Multiple instance learning via distance metric optimization. ICIP Haifeng Zhao, Jun Cheng, Jun Jiang, Dacheng Tao
2013	J	`jnl`	Multiview Hessian Discriminative Sparse Coding for Image Annotation. CoRR Weifeng Liu, Dacheng Tao, Jun Cheng, Yuan Yan Tang
2013	J	`jnl`	Multiview Hessian Regularization for Image Annotation. IEEE Trans. Image Process. Weifeng Liu, Dacheng Tao
2013	J	`jnl`	Multiview Vector-Valued Manifold Regularization for Multilabel Image Classification. IEEE Trans. Neural Networks Learn. Syst. Yong Luo, Dacheng Tao, Chang Xu, Chao Xu, Hong Liu, Yonggang Wen
2013	—	`conf`	Nonnegative Discriminative Manifold Learning for Hyperspectral Data Dimension Reduction. IScIDE Lefei Zhang, Liangpei Zhang, Dacheng Tao, Xin Huang, Bo Du
2013	—	`conf`	Nonnegative discriminative manifold learning for hyperspectral data dimension reduction. WHISPERS Lefei Zhang, Liangpei Zhang, Dacheng Tao, Xin Huang, Gui-Song Xia
2013	B	`conf`	Orthogonal Nonnegative Locally Linear Embedding. SMC Lei Weit, Naiyang Guan, Xiang Zhang, Zhigang Luo, Dacheng Tao
2013	J	`jnl`	Pairwise constraints based multiview features fusion for scene classification. Pattern Recognit. Jun Yu, Dacheng Tao, Yong Rui, Jun Cheng
2013	J	`jnl`	Risk bounds of learning processes for Lévy processes. J. Mach. Learn. Res. Chao Zhang, Dacheng Tao
2013	A*	`conf`	Semi-Supervised Learning with Manifold Fitted Graphs. IJCAI Tongtao Zhang, Rongrong Ji, Wei Liu, Dacheng Tao, Gang Hua
2013	A*	`conf`	Semi-supervised Node Splitting for Random Forest Construction. CVPR Xiao Liu, Mingli Song, Dacheng Tao, Zicheng Liu, Luming Zhang, Chun Chen, Jiajun Bu
2013	A*	`conf`	Shifted Subspaces Tracking on Sparse Outlier for Motion Segmentation. IJCAI Tianyi Zhou, Dacheng Tao
2013	J	`jnl`	Simple Exponential Family PCA. IEEE Trans. Neural Networks Learn. Syst. Jun Li, Dacheng Tao
2013	J	`jnl`	Single Image Super-Resolution With Multiscale Similarity Learning. IEEE Trans. Neural Networks Learn. Syst. Kaibing Zhang, Xinbo Gao, Dacheng Tao, Xuelong Li
2013	J	`jnl`	Sparse Camera Network for Visual Surveillance -- A Comprehensive Survey CoRR Mingli Song, Dacheng Tao, Stephen J. Maybank
2013	J	`jnl`	Sparse Norm Filtering CoRR Chengxi Ye, Dacheng Tao, Mingli Song, David W. Jacobs, Min Wu
2013	J	`jnl`	Structure of Indicator Function Classes With Finite Vapnik-Chervonenkis Dimensions. IEEE Trans. Neural Networks Learn. Syst. Chao Zhang, Dacheng Tao
2013	—	`conf`	Superpixel Classification Based Optic Cup Segmentation. MICCAI (3) Jun Cheng, Jiang Liu, Dacheng Tao, Fengshou Yin, Damon Wing Kee Wong, Yanwu Xu, Tien Yin Wong
2013	J	`jnl`	Superpixel Classification Based Optic Disc and Optic Cup Segmentation for Glaucoma Screening. IEEE Trans. Medical Imaging Jun Cheng, Jiang Liu, Yanwu Xu, Fengshou Yin, Damon Wing Kee Wong, Ngan Meng Tan, Dacheng Tao, Ching Yu Cheng, Tin Aung, Tien Yin Wong
2013	A*	`conf`	Supervised Nonnegative Tensor Factorization with Maximum-Margin Constraint. AAAI Fei Wu, Xu Tan, Yi Yang, Dacheng Tao, Siliang Tang, Yueting Zhuang
2013	J	`jnl`	Tensor Discriminative Locality Alignment for Hyperspectral Image Spectral-Spatial Feature Extraction. IEEE Trans. Geosci. Remote. Sens. Liangpei Zhang, Lefei Zhang, Dacheng Tao, Xin Huang
2013	—	`conf`	The 2013 face recognition evaluation in mobile environment. ICB Manuel Günther, Artur Costa-Pazo, Changxing Ding, Elhocine Boutellaa, Giovani Chiachia, Honglei Zhang, Marcus A. Angeloni, Vitomir Struc, Elie Khoury, Esteban Vázquez-Fernández, Dacheng Tao, Messaoud Bengherabi, David D. Cox, Serkan Kiranyaz, Tiago de Freitas Pereira, Jerneja Zganec-Gros, Enrique Argones-Rúa, Nicolas Pinto, Moncef Gabbouj, Flávio Olmos Simões, Simon Dobrisek, Daniel González-Jiménez, Anderson Rocha, Mário Uliani Neto, Nikola Pavesic, Alexandre Xavier Falcão, Ricardo P. V. Violato, Sébastien Marcel
2013	A*	`conf`	Tracking via Robust Multi-task Multi-view Joint Sparse Representation. ICCV Zhibin Hong, Xue Mei, Danil V. Prokhorov, Dacheng Tao
2013	J	`jnl`	Transductive Face Sketch-Photo Synthesis. IEEE Trans. Neural Networks Learn. Syst. Nannan Wang, Dacheng Tao, Xinbo Gao, Xuelong Li, Jie Li
2013	J	`jnl`	Universal Blind Image Quality Assessment Metrics Via Natural Scene Statistics and Multiple Kernel Learning. IEEE Trans. Neural Networks Learn. Syst. Xinbo Gao, Fei Gao, Dacheng Tao, Xuelong Li
2013	J	`jnl`	Unmixing Incoherent Structures of Big Data by Randomized or Greedy Decomposition. CoRR Tianyi Zhou, Dacheng Tao
2013	J	`jnl`	Unsupervised transfer learning for target detection from hyperspectral images. Neurocomputing Bo Du, Liangpei Zhang, Dacheng Tao, Dengyi Zhang
2013	A*	`conf`	Vector-Valued Multi-View Semi-Supervsed Learning for Multi-Label Image Classification. AAAI Yong Luo, Dacheng Tao, Chang Xu, Dongchen Li, Chao Xu
2013	A*	`conf`	Visual Reranking through Weakly Supervised Multi-graph Learning. ICCV Cheng Deng, Rongrong Ji, Wei Liu, Dacheng Tao, Xinbo Gao
2013	J	`jnl`	Visual saliency detection using information divergence. Pattern Recognit. Weilong Hou, Xinbo Gao, Dacheng Tao, Xuelong Li
2013	J	`jnl`	W-Tree Indexing for Fast Visual Word Generation. IEEE Trans. Image Process. Miaojing Shi, Ruixin Xu, Dacheng Tao, Chao Xu
2013	B	`conf`	k-bit Hamming compressed sensing. ISIT Tianyi Zhou, Dacheng Tao
2012	B	`conf`	1-bit Hamming compressed sensing. ISIT Tianyi Zhou, Dacheng Tao
2012	J	`jnl`	3-D Object Retrieval and Recognition With Hypergraph Analysis. IEEE Trans. Image Process. Yue Gao, Meng Wang, Dacheng Tao, Rongrong Ji, Qionghai Dai
2012	Misc	`conf`	A biological inspired features based saliency map. ICNC Bing Han, Xuelong Li, Xinbo Gao, Dacheng Tao
2012	J	`jnl`	A cascade fusion scheme for gait and cumulative foot pressure image recognition. Pattern Recognit. Shuai Zheng, Kaiqi Huang, Tieniu Tan, Dacheng Tao
2012	J	`jnl`	A probabilistic model for image representation via multiple patterns. Pattern Recognit. Jun Li, Dacheng Tao, Xuelong Li
2012	—	`conf`	A spectral dissimilarity constrained nonnegative matrix factorization based cancer screening algorithm from hyperspectral fluorescence images. ICCH Bo Du, Liangpei Zhang, Dacheng Tao, Nan Wang, Tao Chen
2012	J	`jnl`	Adaptive Hypergraph Learning and its Application in Image Classification. IEEE Trans. Image Process. Jun Yu, Dacheng Tao, Meng Wang
2012	J	`jnl`	Asymptotic Generalization Bound of Fisher's Linear Discriminant Analysis CoRR Wei Bian, Dacheng Tao
2012	J	`jnl`	Attribute-restricted latent topic model for person re-identification. Pattern Recognit. Xiao Liu, Mingli Song, Qi Zhao, Dacheng Tao, Chun Chen, Jiajun Bu
2012	B	`conf`	Bilateral random projections. ISIT Tianyi Zhou, Dacheng Tao
2012	A	`conf`	Clustering-based discriminative locality alignment for face gender recognition. IROS Duo Chen, Jun Cheng, Dacheng Tao
2012	—	`conf`	Color Fractal Structure Model for Reduced-Reference Colorful Image Quality Assessment. ICONIP (2) Lihuo He, Dongxue Wang, Xuelong Li, Dacheng Tao, Xinbo Gao, Fei Gao
2012	J	`jnl`	Compressed labeling on distilled labelsets for multi-label learning. Mach. Learn. Tianyi Zhou, Dacheng Tao, Xindong Wu
2012	J	`jnl`	Constrained Empirical Risk Minimization Framework for Distance Metric Learning. IEEE Trans. Neural Networks Learn. Syst. Wei Bian, Dacheng Tao
2012	J	`jnl`	Content-adaptive reliable robust lossless data embedding. Neurocomputing Lingling An, Xinbo Gao, Yuan Yuan, Dacheng Tao, Cheng Deng, Feng Ji
2012	A	`conf`	CorrLog: Correlated Logistic Models for Joint Prediction of Multiple Labels. AISTATS Wei Bian, Bo Xie, Dacheng Tao
2012	J	`jnl`	Cross-Domain Human Action Recognition. IEEE Trans. Syst. Man Cybern. Part B Wei Bian, Dacheng Tao, Yong Rui
2012	J	`jnl`	Difficulty Guided Image Retrieval Using Linear Multiple Feature Embedding. IEEE Trans. Multim. Yangxi Li, Bo Geng, Dacheng Tao, Zheng-Jun Zha, Linjun Yang, Chao Xu
2012	J	`jnl`	Discretized-Vapnik-Chervonenkis Dimension for Analyzing Complexity of Real Function Classes. IEEE Trans. Neural Networks Learn. Syst. Chao Zhang, Wei Bian, Dacheng Tao, Weisi Lin
2012	—	`conf`	Dual-Force Metric Learning for Robust Distracter-Resistant Tracker. ECCV (1) Zhibin Hong, Xue Mei, Dacheng Tao
2012	J	`jnl`	Ensemble Manifold Regularization. IEEE Trans. Pattern Anal. Mach. Intell. Bo Geng, Dacheng Tao, Chao Xu, Linjun Yang, Xian-Sheng Hua
2012	A*	`conf`	Exploiting visual word co-occurrence for image retrieval. ACM Multimedia Miaojing Shi, Xinghai Sun, Dacheng Tao, Chao Xu
2012	J	`jnl`	Face Sketch-Photo Synthesis and Retrieval Using Sparse Representation. IEEE Trans. Circuits Syst. Video Technol. Xinbo Gao, Nannan Wang, Dacheng Tao, Xuelong Li
2012	J	`jnl`	Feature fusion for 3D hand gesture recognition by learning a shared hidden space. Pattern Recognit. Lett. Jun Cheng, Can Xie, Wei Bian, Dacheng Tao
2012	J	`jnl`	Generalization Bounds of ERM-Based Learning Processes for Continuous-Time Markov Chains. IEEE Trans. Neural Networks Learn. Syst. Chao Zhang, Dacheng Tao
2012	J	`jnl`	Graph based transductive learning for cartoon correspondence construction. Neurocomputing Jun Yu, Wei Bian, Mingli Song, Jun Cheng, Dacheng Tao
2012	A*	`conf`	HySAD: a semi-supervised hybrid shilling attack detector for trustworthy product recommendation. KDD Zhiang Wu, Junjie Wu, Jie Cao, Dacheng Tao
2012	—	`ch.`	Image Quality Assessment - A Multiscale Geometric Analysis-Based Framework and Examples. Handbook of Natural Computing Xinbo Gao, Wen Lu, Dacheng Tao, Xuelong Li
2012	J	`jnl`	Image Super-Resolution With Sparse Neighbor Embedding. IEEE Trans. Image Process. Xinbo Gao, Kaibing Zhang, Dacheng Tao, Xuelong Li
2012	J	`jnl`	Interactive cartoon reusing by transfer learning. Signal Process. Jun Yu, Jun Cheng, Dacheng Tao
2012	J	`jnl`	Joint Learning for Single-Image Super-Resolution via a Coupled Constraint. IEEE Trans. Image Process. Xinbo Gao, Kaibing Zhang, Dacheng Tao, Xuelong Li
2012	B	`conf`	Joint shot boundary detection and key frame extraction. ICPR Xiao Liu, Mingli Song, Luming Zhang, Senlin Wang, Jiajun Bu, Chun Chen, Dacheng Tao
2012	B	`conf`	Labelset anchored subspace ensemble (LASE) for multi-label annotation. ICMR Tianyi Zhou, Dacheng Tao
2012	—	`conf`	Learning Visual Saliency Based on Object's Relative Relationship. ICONIP (5) Senlin Wang, Qi Zhao, Mingli Song, Jiajun Bu, Chun Chen, Dacheng Tao
2012	—	`conf`	Local Structure Divergence Index for Image Quality Assessment. ICONIP (5) Fei Gao, Dacheng Tao, Xuelong Li, Xinbo Gao, Lihuo He
2012	J	`jnl`	MahNMF: Manhattan Non-negative Matrix Factorization CoRR Naiyang Guan, Dacheng Tao, Zhigang Luo, John Shawe-Taylor
2012	A	`conf`	Multi-label Subspace Ensemble. AISTATS Tianyi Zhou, Dacheng Tao
2012	A*	`conf`	Multi-scale dictionary for single image super-resolution. CVPR Kaibing Zhang, Xinbo Gao, Dacheng Tao, Xuelong Li
2012	J	`jnl`	Multimodal Graph-Based Reranking for Web Image Search. IEEE Trans. Image Process. Meng Wang, Hao Li, Dacheng Tao, Ke Lu, Xindong Wu
2012	J	`jnl`	Multivariate Multilinear Regression. IEEE Trans. Syst. Man Cybern. Part B Ya Su, Xinbo Gao, Xuelong Li, Dacheng Tao
2012	J	`jnl`	NeNMF: An Optimal Gradient Method for Nonnegative Matrix Factorization. IEEE Trans. Signal Process. Naiyang Guan, Dacheng Tao, Zhigang Luo, Bo Yuan
2012	J	`jnl`	On Combining Multiple Features for Cartoon Character Retrieval and Clip Synthesis. IEEE Trans. Syst. Man Cybern. Part B Jun Yu, Dongquan Liu, Dacheng Tao, Hock Soon Seah
2012	J	`jnl`	On Combining Multiple Features for Hyperspectral Remote Sensing Image Classification. IEEE Trans. Geosci. Remote. Sens. Lefei Zhang, Liangpei Zhang, Dacheng Tao, Xin Huang
2012	J	`jnl`	On Preserving Original Variables in Bayesian PCA With Application to Image Analysis. IEEE Trans. Image Process. Jun Li, Dacheng Tao
2012	J	`jnl`	Online Nonnegative Matrix Factorization With Robust Stochastic Approximation. IEEE Trans. Neural Networks Learn. Syst. Naiyang Guan, Dacheng Tao, Zhigang Luo, Bo Yuan
2012	J	`jnl`	Parallel Lasso for Large-Scale Video Concept Detection. IEEE Trans. Multim. Bo Geng, Yangxi Li, Dacheng Tao, Meng Wang, Zheng-Jun Zha, Chao Xu
2012	J	`jnl`	Parallelized Evolutionary Learning for Detection of Biclusters in Gene Expression Data. IEEE ACM Trans. Comput. Biol. Bioinform. Qinghua Huang, Dacheng Tao, Xuelong Li, Alan Wee-Chung Liew
2012	—	`conf`	Pedestrian detection using a mixture mask model. ICNSC Xiao Liu, Mingli Song, Luming Zhang, Dacheng Tao, Jiajun Bu, Chun Chen
2012	J	`jnl`	Peripapillary Atrophy Detection by Sparse Biologically Inspired Feature Manifold. IEEE Trans. Medical Imaging Jun Cheng, Dacheng Tao, Jiang Liu, Damon Wing Kee Wong, Ngan Meng Tan, Tien Yin Wong, Seang Mei Saw
2012	J	`jnl`	Probabilistic Exposure Fusion. IEEE Trans. Image Process. Mingli Song, Dacheng Tao, Chun Chen, Jiajun Bu, Jiebo Luo, Chengqi Zhang
2012	J	`jnl`	Risk Bounds for Infinitely Divisible Distribution CoRR Chao Zhang, Dacheng Tao
2012	J	`jnl`	Robust Reversible Watermarking via Clustering and Enhanced Pixel-Wise Masking. IEEE Trans. Image Process. Lingling An, Xinbo Gao, Xuelong Li, Dacheng Tao, Cheng Deng, Jie Li
2012	J	`jnl`	Robust lossless data hiding using clustering and statistical quantity histogram. Neurocomputing Lingling An, Xinbo Gao, Yuan Yuan, Dacheng Tao
2012	—	`conf`	Sampling Normal Distribution Restricted on Multiple Regions. ICONIP (1) Jun Li, Dacheng Tao
2012	J	`jnl`	Segment-Based Features for Time Series Classification. Comput. J. Zhang Zhang, Jun Cheng, Jun Li, Wei Bian, Dacheng Tao
2012	J	`jnl`	Semantic-Gap-Oriented Active Learning for Multilabel Image Annotation. IEEE Trans. Image Process. Jinhui Tang, Zheng-Jun Zha, Dacheng Tao, Tat-Seng Chua
2012	J	`jnl`	Semisupervised Multiview Distance Metric Learning for Cartoon Synthesis. IEEE Trans. Image Process. Jun Yu, Meng Wang, Dacheng Tao
2012	J	`jnl`	Single Image Super-Resolution With Non-Local Means and Steering Kernel Regression. IEEE Trans. Image Process. Kaibing Zhang, Xinbo Gao, Dacheng Tao, Xuelong Li
2012	J	`jnl`	Slow Feature Analysis for Human Action Recognition. IEEE Trans. Pattern Anal. Mach. Intell. Zhang Zhang, Dacheng Tao
2012	J	`jnl`	Social image annotation via cross-domain subspace learning. Multim. Tools Appl. Si Si, Dacheng Tao, Meng Wang, Kwok-Ping Chan
2012	J	`jnl`	Sparse Unsupervised Dimensionality Reduction for Multiple View Data. IEEE Trans. Circuits Syst. Video Technol. Yahong Han, Fei Wu, Dacheng Tao, Jian Shao, Yueting Zhuang, Jianmin Jiang
2012	A*	`conf`	Sparse representation for blind image quality assessment. CVPR Lihuo He, Dacheng Tao, Xuelong Li, Xinbo Gao
2012	J	`jnl`	Sparse transfer learning for interactive video search reranking. ACM Trans. Multim. Comput. Commun. Appl. Xinmei Tian, Dacheng Tao, Yong Rui
2012	B	`conf`	Spatial graphlet matching kernel for recognizing aerial image categories. ICPR Luming Zhang, Mingli Song, Li Sun, Xiao Liu, Yinting Wang, Dacheng Tao, Jiajun Bu, Chun Chen
2012	J	`jnl`	Three-Dimensional Face Reconstruction From a Single Image by a Coupled RBF Network. IEEE Trans. Image Process. Mingli Song, Dacheng Tao, Xiaoqin Huang, Chun Chen, Jiajun Bu
2012	—	`conf`	Transductive Cartoon Retrieval by Multiple Hypergraph Learning. ICONIP (3) Jun Yu, Jun Cheng, Jianmin Wang, Dacheng Tao
2012	J	`jnl`	Video super-resolution with 3D adaptive normalized convolution. Neurocomputing Kaibing Zhang, Guangwu Mu, Yuan Yuan, Xinbo Gao, Dacheng Tao
2012	J	`jnl`	Video-based non-uniform object motion blur estimation and deblurring. Neurocomputing Xiaoyu Deng, Yan Shen, Mingli Song, Dacheng Tao, Jiajun Bu, Chun Chen
2011	J	`jnl`	3D human posture segmentation by spectral clustering with surface normal constraint. Signal Process. Jun Cheng, Maoying Qiao, Wei Bian, Dacheng Tao
2011	J	`jnl`	A Multifeature Tensor for Remote-Sensing Target Recognition. IEEE Geosci. Remote. Sens. Lett. Lefei Zhang, Liangpei Zhang, Dacheng Tao, Xin Huang
2011	J	`jnl`	A Novel Metric Based on MCA for Image Quality. Int. J. Wavelets Multiresolution Inf. Process. Lihuo He, Wen Lu, Xinbo Gao, Dacheng Tao, Xuelong Li
2011	—	`conf`	A Probabilistic Model for Discovering High Level Brain Activities from fMRI. ICONIP (1) Jun Li, Dacheng Tao
2011	J	`jnl`	A Relay Level Set Method for Automatic Image Segmentation. IEEE Trans. Syst. Man Cybern. Part B Xinbo Gao, Bin Wang, Dacheng Tao, Xuelong Li
2011	—	`ch.`	A Unified Tensor Level Set Method for Image Segmentation. Multimedia Analysis, Processing and Communications Xinbo Gao, Bin Wang, Dacheng Tao, Xuelong Li
2011	J	`jnl`	Aurora image segmentation by combining patch and texture thresholding. Comput. Vis. Image Underst. Xinbo Gao, Rong Fu, Xuelong Li, Dacheng Tao, Beichen Zhang, Huigen Yang
2011	J	`jnl`	Bilateral Random Projections CoRR Tianyi Zhou, Dacheng Tao
2011	J	`jnl`	Biologically Inspired Features for Scene Classification in Video Surveillance. IEEE Trans. Syst. Man Cybern. Part B Kaiqi Huang, Dacheng Tao, Yuan Yan Tang, Xuelong Li, Tieniu Tan
2011	B	`conf`	Biologically inspired model for crater detection. IJCNN Yang Mu, Wei Ding, Dacheng Tao, Tomasz F. Stepinski
2011	J	`jnl`	Complex Object Correspondence Construction in Two-Dimensional Animation. IEEE Trans. Image Process. Jun Yu, Dongquan Liu, Dacheng Tao, Hock Soon Seah
2011	J	`jnl`	Corrections to "Subspaces Indexing Model on Grassmann Manifold for Image Search". IEEE Trans. Image Process. Xinchao Wang, Zhu Li, Dacheng Tao
2011	J	`jnl`	DAML: Domain Adaptation Metric Learning. IEEE Trans. Image Process. Bo Geng, Dacheng Tao, Chao Xu
2011	—	`conf`	Describing Human Identity Using Attributes. ICONIP (3) Zhuoli Zhou, Jiajun Bu, Dacheng Tao, Luming Zhang, Mingli Song, Chun Chen
2011	A*	`conf`	Difficulty guided image retrieval using linear multiview embedding. ACM Multimedia Yangxi Li, Bo Geng, Zheng-Jun Zha, Dacheng Tao, Linjun Yang, Chao Xu
2011	J	`jnl`	Distribution Calibration in Riemannian Symmetric Space. IEEE Trans. Syst. Man Cybern. Part B Si Si, Wei Liu, Dacheng Tao, Kwok-Ping Chan
2011	C	`conf`	Empirical Discriminative Tensor Analysis for Crime Forecasting. KSEM Yang Mu, Wei Ding, Melissa Morabito, Dacheng Tao
2011	J	`jnl`	Enhanced Biologically Inspired Model for Object Recognition. IEEE Trans. Syst. Man Cybern. Part B Yongzhen Huang, Kaiqi Huang, Dacheng Tao, Tieniu Tan, Xuelong Li
2011	J	`jnl`	Exploiting Local Coherent Patterns for Unsupervised Feature Ranking. IEEE Trans. Syst. Man Cybern. Part B Qinghua Huang, Dacheng Tao, Xuelong Li, Lianwen Jin, Gang Wei
2011	Misc	`conf`	Face Sketch-Photo Synthesis under Multi-dictionary Sparse Representation Framework. ICIG Nannan Wang, Xinbo Gao, Dacheng Tao, Xuelong Li
2011	—	`ch.`	Face Subspace Learning. Handbook of Face Recognition Wei Bian, Dacheng Tao
2011	B	`conf`	Face sketch-photo synthesis based on support vector regression. ICIP Jiewei Zhang, Nannan Wang, Xinbo Gao, Dacheng Tao, Xuelong Li
2011	—	`conf`	Feature Relationships Hypergraph for Multimodal Recognition. ICONIP (1) Luming Zhang, Mingli Song, Wei Bian, Dacheng Tao, Xiao Liu, Jiajun Bu, Chun Chen
2011	J	`jnl`	Feature level analysis for 3D facial expression recognition. Neurocomputing Teng Sha, Mingli Song, Jiajun Bu, Chun Chen, Dacheng Tao
2011	—	`conf`	Focal Biologically Inspired Feature for Glaucoma Type Classification. MICCAI (3) Jun Cheng, Dacheng Tao, Jiang Liu, Damon Wing Kee Wong, Beng Hai Lee, Mani Baskaran, Tien Yin Wong, Tin Aung
2011	A	`conf`	Generalization Bound for Infinitely Divisible Empirical Process. AISTATS Chao Zhang, Dacheng Tao
2011	A*	`conf`	GoDec: Randomized Lowrank & Sparse Matrix Decomposition in Noisy Case. ICML Tianyi Zhou, Dacheng Tao
2011	J	`jnl`	Hamming Compressed Sensing CoRR Tianyi Zhou, Dacheng Tao
2011	J	`jnl`	Image quality assessment based on S-CIELAB model. Signal Image Video Process. Lihuo He, Xinbo Gao, Wen Lu, Xuelong Li, Dacheng Tao
2011	—	`conf`	Integrating Local Features into Discriminative Graphlets for Scene Classification. ICONIP (3) Luming Zhang, Wei Bian, Mingli Song, Dacheng Tao, Xiao Liu
2011	—	`conf`	Learning Colours from Textures by Sparse Manifold Embedding. Australasian Conference on Artificial Intelligence Jun Li, Wei Bian, Dacheng Tao, Chengqi Zhang
2011	A*	`conf`	Learning a Distance Metric by Empirical Loss Minimization. IJCAI Wei Bian, Dacheng Tao
2011	J	`jnl`	Lossless Data Embedding Using Generalized Statistical Quantity Histogram. IEEE Trans. Circuits Syst. Video Technol. Xinbo Gao, Lingling An, Yuan Yuan, Dacheng Tao, Xuelong Li
2011	J	`jnl`	Mammographic mass segmentation: Embedding multiple features in vector-valued level set in ambiguous regions. Pattern Recognit. Ying Wang, Dacheng Tao, Xinbo Gao, Xuelong Li, Bin Wang
2011	J	`jnl`	Manifold Regularized Discriminative Nonnegative Matrix Factorization With Fast Gradient Descent. IEEE Trans. Image Process. Naiyang Guan, Dacheng Tao, Zhigang Luo, Bo Yuan
2011	J	`jnl`	Manifold elastic net: a unified framework for sparse dimension reduction. Data Min. Knowl. Discov. Tianyi Zhou, Dacheng Tao, Xindong Wu
2011	J	`jnl`	Max-Min Distance Analysis by Using Sequential SDP Relaxation for Dimension Reduction. IEEE Trans. Pattern Anal. Mach. Intell. Wei Bian, Dacheng Tao
2011	J	`jnl`	Multi-Sensor Centralized Fusion without Measurement Noise Covariance by Variational Bayesian Approximation. IEEE Trans. Aerosp. Electron. Syst. Xinbo Gao, Jinguang Chen, Dacheng Tao, Xuelong Li
2011	J	`jnl`	Multi-label Learning via Structured Decomposition and Group Sparsity CoRR Tianyi Zhou, Dacheng Tao
2011	—	`conf`	Multi-view Pedestrian Recognition Using Shared Dictionary Learning with Group Sparsity. ICONIP (3) Shuai Zheng, Bo Xie, Kaiqi Huang, Dacheng Tao
2011	—	`book`	Multimedia Analysis, Processing and Communications Weisi Lin, Dacheng Tao, Janusz Kacprzyk, Zhu Li, Ebroul Izquierdo, Haohong Wang
2011	—	`conf`	Music Tagging with Regularized Logistic Regression. ISMIR Bo Xie, Wei Bian, Dacheng Tao, Parag Chordia
2011	J	`jnl`	Non-Negative Patch Alignment Framework. IEEE Trans. Neural Networks Naiyang Guan, Dacheng Tao, Zhigang Luo, Bo Yuan
2011	J	`jnl`	Non-goal scene analysis for soccer video. Neurocomputing Xinbo Gao, Zhenxing Niu, Dacheng Tao, Xuelong Li
2011	—	`conf`	Opponent and Feedback: Visual Attention Captured. ICONIP (3) Senlin Wang, Mingli Song, Dacheng Tao, Luming Zhang, Jiajun Bu, Chun Chen
2011	J	`jnl`	Partially Supervised Neighbor Embedding for Example-Based Image Super-Resolution. IEEE J. Sel. Top. Signal Process. Kaibing Zhang, Xinbo Gao, Xuelong Li, Dacheng Tao
2011	—	`conf`	Query Difficulty Guided Image Retrieval System. MMM (2) Yangxi Li, Yong Luo, Dacheng Tao, Chao Xu
2011	A*	`conf`	Query expansion by spatial co-occurrence for image retrieval. ACM Multimedia Yingfei Li, Bo Geng, Zheng-Jun Zha, Yangxi Li, Dacheng Tao, Chao Xu
2011	—	`ch.`	Recognition of Sketches in Photos. Multimedia Analysis, Processing and Communications Bing Xiao, Xinbo Gao, Dacheng Tao, Xuelong Li
2011	A	`conf`	Risk Bounds for Infinitely Divisible Distribution. UAI Chao Zhang, Dacheng Tao
2011	—	`ch.`	Robust Image Watermarking Based on Feature Regions. Multimedia Analysis, Processing and Communications Cheng Deng, Xinbo Gao, Xuelong Li, Dacheng Tao
2011	J	`jnl`	Semi-automatic cartoon generation by motion planning. Multim. Syst. Jun Yu, Dacheng Tao, Meng Wang, Jun Cheng
2011	A*	`conf`	Shared feature extraction for semi-supervised image classification. ACM Multimedia Yong Luo, Dacheng Tao, Bo Geng, Chao Xu, Stephen J. Maybank
2011	B	`conf`	Single image super resolution with high resolution dictionary. ICIP Guangwu Mu, Xinbo Gao, Kaibing Zhang, Xuelong Li, Dacheng Tao
2011	J	`jnl`	Sparse Transfer Learning for Interactive Video Search Reranking CoRR Xinmei Tian, Dacheng Tao, Yong Rui
2011	J	`jnl`	Stroke Correspondence Construction Using Manifold Learning. Comput. Graph. Forum Dongquan Liu, Quan Chen, Jun Yu, Huiqin Gu, Dacheng Tao, Hock Soon Seah
2011	J	`jnl`	Subspaces Indexing Model on Grassmann Manifold for Image Search. IEEE Trans. Image Process. Xinchao Wang, Zhu Li, Dacheng Tao
2011	J	`jnl`	Supervised Gaussian Process Latent Variable Model for Dimensionality Reduction. IEEE Trans. Syst. Man Cybern. Part B Xinbo Gao, Xiumei Wang, Dacheng Tao, Xuelong Li
2011	A*	`conf`	Tag-based social image search with visual-text joint hypergraph learning. ACM Multimedia Yue Gao, Meng Wang, Huan-Bo Luan, Jialie Shen, Shuicheng Yan, Dacheng Tao
2011	J	`jnl`	Toward the Optimization of Normalized Graph Laplacian. IEEE Trans. Neural Networks Bo Xie, Meng Wang, Dacheng Tao
2011	J	`jnl`	Transfer latent variable model based on divergence analysis. Pattern Recognit. Xinbo Gao, Xiumei Wang, Xuelong Li, Dacheng Tao
2011	—	`conf`	Universal no reference image quality assessment metrics based on local dependency. ACPR Fei Gao, Xinbo Gao, Dacheng Tao, Xuelong Li, Lihuo He, Wen Lu
2011	J	`jnl`	Visual Reranking: From Objectives to Strategies. IEEE Multim. Xinmei Tian, Dacheng Tao
2011	J	`jnl`	Visual search reranking via adaptive particle swarm optimization. Pattern Recognit. Lu Zhang, Tao Mei, Yuan Liu, Dacheng Tao, He-Qin Zhou
2011	—	`conf`	Wisdom of Crowds: Single Image Super-resolution from the Web. ICDM Workshops Jun Li, Dacheng Tao
2011	J	`jnl`	Zernike-Moment-Based Image Super Resolution. IEEE Trans. Image Process. Xinbo Gao, Qian Wang, Xuelong Li, Dacheng Tao, Kaibing Zhang
2011	J	`jnl`	m-SNE: Multiview Stochastic Neighbor Embedding. IEEE Trans. Syst. Man Cybern. Part B Bo Xie, Yang Mu, Dacheng Tao, Kaizhu Huang
2010	J	`jnl`	A Review of Active Appearance Models. IEEE Trans. Syst. Man Cybern. Part C Xinbo Gao, Ya Su, Xuelong Li, Dacheng Tao
2010	J	`jnl`	A Unified Tensor Level Set for Image Segmentation. IEEE Trans. Syst. Man Cybern. Part B Bin Wang, Xinbo Gao, Dacheng Tao, Xuelong Li
2010	J	`jnl`	A Video Quality Assessment Metric Based on Human Visual System. Cogn. Comput. Wen Lu, Xuelong Li, Xinbo Gao, Wenjian Tang, Jing Li, Dacheng Tao
2010	J	`jnl`	A multi-frame image super-resolution method. Signal Process. Xuelong Li, Yanting Hu, Xinbo Gao, Dacheng Tao, Beijia Ning
2010	C	`conf`	A new quality metric for compressed images based on DDCT. VCIP Wen Lu, Jing Li, Dacheng Tao, Xinbo Gao, Xuelong Li
2010	B	`conf`	A novel image quality metric based on morphological component analysis. SMC Xuelong Li, Lihuo He, Wen Lu, Xinbo Gao, Dacheng Tao
2010	J	`jnl`	A survey of graph edit distance. Pattern Anal. Appl. Xinbo Gao, Bing Xiao, Dacheng Tao, Xuelong Li
2010	J	`jnl`	Active Reranking for Web Image Search. IEEE Trans. Image Process. Xinmei Tian, Dacheng Tao, Xian-Sheng Hua, Xiuqing Wu
2010	J	`jnl`	An Exponential Family Extension to Principal Component Analysis. Aust. J. Intell. Inf. Process. Syst. Jun Li, Dacheng Tao
2010	C	`conf`	An image quality assessment metric with no reference using hidden Markov tree model. VCIP Fei Gao, Xinbo Gao, Wen Lu, Dacheng Tao, Xuelong Li
2010	J	`jnl`	An integrated aurora image retrieval system: AuroraEye. J. Vis. Commun. Image Represent. Rong Fu, Xinbo Gao, Xuelong Li, Dacheng Tao, Yongjun Jian, Jie Li, Hongqiao Hu, Huigen Yang
2010	—	`conf`	Backward-Forward Least Angle Shrinkage for Sparse Quadratic Optimization. ICONIP (1) Tianyi Zhou, Dacheng Tao
2010	J	`jnl`	Biased Discriminant Euclidean Embedding for Content-Based Image Retrieval. IEEE Trans. Image Process. Wei Bian, Dacheng Tao
2010	J	`jnl`	Biologically Inspired Feature Manifold for Scene Classification. IEEE Trans. Image Process. Dongjin Song, Dacheng Tao
2010	J	`jnl`	Biologically inspired feature manifold for gait recognition. Neurocomputing Yang Mu, Dacheng Tao
2010	C	`conf`	Boosted Dynamic Cognitive Activity Recognition from Brain Images. ICMLA Jun Li, Dacheng Tao
2010	J	`jnl`	Bregman Divergence-Based Regularization for Transfer Subspace Learning. IEEE Trans. Knowl. Data Eng. Si Si, Dacheng Tao, Bo Geng
2010	B	`conf`	Chinese text detection and location for images in multimedia messaging service. SMC Jianqiang Yan, Dacheng Tao, Chunna Tian, Xinbo Gao, Xuelong Li
2010	C	`conf`	Color image quality assessment with biologically inspired feature and machine learning. VCIP Cheng Deng, Dacheng Tao
2010	J	`jnl`	Color to Gray: Visual Cue Preservation. IEEE Trans. Pattern Anal. Mach. Intell. Mingli Song, Dacheng Tao, Chun Chen, Xuelong Li, Chang Wen Chen
2010	A*	`conf`	Constrained Metric Learning Via Distance Gap Maximization. AAAI Wei Liu, Xinmei Tian, Dacheng Tao, Jianzhuang Liu
2010	Misc	`conf`	Discriminative Hessian Eigenmaps for face recognition. ICASSP Si Si, Dacheng Tao, Kwok-Ping Chan
2010	J	`jnl`	Discriminative Orthogonal Neighborhood-Preserving Projections for Classification. IEEE Trans. Syst. Man Cybern. Part B Tianhao Zhang, Kaiqi Huang, Xuelong Li, Jie Yang, Dacheng Tao
2010	B	`conf`	Dual Phase Learning for Large Scale Video Gait Recognition. MMM Jialie Shen, HweeHwa Pang, Dacheng Tao, Xuelong Li
2010	J	`jnl`	Entropy controlled Laplacian regularization for least square regression. Signal Process. Xinchao Wang, Dacheng Tao, Zhu Li
2010	J	`jnl`	Error Bounds for Real Function Classes Based on Discretized Vapnik-Chervonenkis Dimensions. Aust. J. Intell. Inf. Process. Syst. Chao Zhang, Dacheng Tao
2010	J	`jnl`	Evolutionary Cross-Domain Discriminative Hessian Eigenmaps. IEEE Trans. Image Process. Si Si, Dacheng Tao, Kwok-Ping Chan
2010	—	`conf`	Feature Extraction for fMRI-Based Human Brain Activity Recognition. MLMI Wei Bian, Jun Li, Dacheng Tao
2010	J	`jnl`	Geometric Distortion Insensitive Image Watermarking in Affine Covariant Regions. IEEE Trans. Syst. Man Cybern. Part C Xinbo Gao, Cheng Deng, Xuelong Li, Dacheng Tao
2010	J	`jnl`	Image Ratio Features for Facial Expression Recognition Application. IEEE Trans. Syst. Man Cybern. Part B Mingli Song, Dacheng Tao, Zicheng Liu, Xuelong Li, MengChu Zhou
2010	C	`conf`	Image quality assessment and human visual system. VCIP Xinbo Gao, Wen Lu, Dacheng Tao, Xuelong Li
2010	J	`jnl`	Incremental pairwise discriminant analysis based visual tracking. Neurocomputing Jing Wen, Xinbo Gao, Xuelong Li, Dacheng Tao, Jie Li
2010	J	`jnl`	Incremental tensor biased discriminant analysis: A new color-based visual tracking method. Neurocomputing Jing Wen, Xinbo Gao, Yuan Yuan, Dacheng Tao, Jie Li
2010	A	`conf`	Large-scale Dictionary Learning For Local Coordinate Coding. BMVC Bo Xie, Mingli Song, Dacheng Tao
2010	J	`jnl`	Local Feature Based Geometric-Resistant Image Information Hiding. Cogn. Comput. Xinbo Gao, Cheng Deng, Xuelong Li, Dacheng Tao
2010	J	`jnl`	Local histogram based geometric invariant image watermarking. Signal Process. Cheng Deng, Xinbo Gao, Xuelong Li, Dacheng Tao
2010	J	`jnl`	Manifold Elastic Net: A Unified Framework for Sparse Dimension Reduction CoRR Tianyi Zhou, Dacheng Tao, Xindong Wu
2010	J	`jnl`	Multiview Spectral Embedding. IEEE Trans. Syst. Man Cybern. Part B Tian Xia, Dacheng Tao, Tao Mei, Yongdong Zhang
2010	A*	`conf`	NESVM: A Fast Gradient Method for Support Vector Machines. ICDM Tianyi Zhou, Dacheng Tao, Xindong Wu
2010	J	`jnl`	NESVM: a Fast Gradient Method for Support Vector Machines CoRR Tianyi Zhou, Dacheng Tao, Xindong Wu
2010	J	`jnl`	No-reference image quality assessment in contourlet domain. Neurocomputing Wen Lu, Kai Zeng, Dacheng Tao, Yuan Yuan, Xinbo Gao
2010	J	`jnl`	On combining morphological component analysis and concentric morphology model for mammographic mass detection. IEEE Trans. Inf. Technol. Biomed. Xinbo Gao, Ying Wang, Xuelong Li, Dacheng Tao
2010	J	`jnl`	Photo-sketch synthesis and recognition based on subspace learning. Neurocomputing Bing Xiao, Xinbo Gao, Dacheng Tao, Yuan Yuan, Jie Li
2010	—	`conf`	Random Projection Tree and Multiview Embedding for Large-Scale Image Retrieval. ICONIP (2) Bo Xie, Yang Mu, Mingli Song, Dacheng Tao
2010	J	`jnl`	Recognizing Cartoon Image Gestures for Retrieval and Interactive Cartoon Clip Synthesis. IEEE Trans. Circuits Syst. Video Technol. Yi Yang, Yueting Zhuang, Dacheng Tao, Dong Xu, Jun Yu, Jiebo Luo
2010	A	`conf`	Risk Bounds for Levy Processes in the PAC-Learning Framework. AISTATS Chao Zhang, Dacheng Tao
2010	J	`jnl`	Semi-supervised Gaussian process latent variable model with pairwise constraints. Neurocomputing Xiumei Wang, Xinbo Gao, Yuan Yuan, Dacheng Tao, Jie Li
2010	A*	`conf`	Semi-supervised sparse metric learning using alternating linearization optimization. KDD Wei Liu, Shiqian Ma, Dacheng Tao, Jianzhuang Liu, Peng Liu
2010	A	`conf`	Simple Exponential Family PCA. AISTATS Jun Li, Dacheng Tao
2010	B	`conf`	Spatio-temporal salience based video quality assessment. SMC Xinbo Gao, Ni Liu, Wen Lu, Dacheng Tao, Xuelong Li
2010	J	`jnl`	Subspace Learning. Neurocomputing Xuelong Li, Dacheng Tao
2010	—	`book`	Video Search and Mining Video Search and Mining Dan Schonfeld, Caifeng Shan, Dacheng Tao, Liang Wang
2010	J	`jnl`	Visual-Context Boosting for Eye Detection. IEEE Trans. Syst. Man Cybern. Part B Mingli Song, Dacheng Tao, Zhuo Sun, Xuelong Li
2010	—	`conf`	kPose: A New Representation For Action Recognition. ACCV (3) Zhuoli Zhou, Mingli Song, Luming Zhang, Dacheng Tao, Jiajun Bu, Chun Chen
2010	—	`conf`	m-SNE: Multiview Stochastic Neighbor Embedding. ICONIP (1) Bo Xie, Yang Mu, Dacheng Tao
2009	—	`ch.`	A Comparative Study of Three Graph Edit Distance Algorithms. Foundations of Computational Intelligence (5) Xinbo Gao, Bing Xiao, Dacheng Tao, Xuelong Li
2009	—	`conf`	A Novel Visual Organization Based on Topological Perception. ACCV (1) Yongzhen Huang, Kaiqi Huang, Tieniu Tan, Dacheng Tao
2009	B	`conf`	A convergent solution to two dimensional linear discriminant analysis. ICIP Wei Chen, Kaiqi Huang, Tieniu Tan, Dacheng Tao
2009	Misc	`conf`	A fast feature extraction method. ICASSP Jing Pan, Yanwei Pang, Xuelong Li, Yuan Yuan, Dacheng Tao
2009	B	`conf`	A global-to-local scheme for imbalanced point matching. ICIP Qi Li, Zhonghang Xia, Dacheng Tao
2009	J	`jnl`	A local Tchebichef moments-based robust image watermarking. Signal Process. Cheng Deng, Xinbo Gao, Xuelong Li, Dacheng Tao
2009	J	`jnl`	A natural image quality evaluation metric. Signal Process. Xuelong Li, Dacheng Tao, Xinbo Gao, Wen Lu
2009	J	`jnl`	A new approach for face recognition by sketches in photos. Signal Process. Bing Xiao, Xinbo Gao, Dacheng Tao, Xuelong Li
2009	B	`conf`	An Unsupervised Feature Ranking Scheme by Discovering Biclusters. SMC Qinghua Huang, Lianwen Jin, Dacheng Tao
2009	A	`conf`	Biased isomap projections for interactive reranking. ICME Wei Bian, Jun Cheng, Dacheng Tao
2009	J	`jnl`	Binary Sparse Nonnegative Matrix Factorization. IEEE Trans. Circuits Syst. Video Technol. Yuan Yuan, Xuelong Li, Yanwei Pang, Xin Lu, Dacheng Tao
2009	J	`jnl`	Biologically Inspired Tensor Features. Cogn. Comput. Yang Mu, Dacheng Tao, Xuelong Li, Fionn Murtagh
2009	—	`conf`	Cross-Domain Web Image Annotation. ICDM Workshops Si Si, Dacheng Tao, Kwok-Ping Chan
2009	B	`conf`	Detecting image points of general imbalance. ICIP Qi Li, Dacheng Tao
2009	A*	`conf`	Dirichlet Mixture Allocation for Multiclass Document Collections Modeling. ICDM Wei Bian, Dacheng Tao
2009	J	`jnl`	Discriminative optical flow tensor for video semantic analysis. Comput. Vis. Image Underst. Xinbo Gao, Yimin Yang, Dacheng Tao, Xuelong Li
2009	B	`conf`	Discrminative Geometry Preserving Projections. ICIP Dongjin Song, Dacheng Tao
2009	C	`conf`	Embedded Geometric Active Contour with Shape Constraint for Mass Segmentation. CAIP Ying Wang, Xinbo Gao, Xuelong Li, Dacheng Tao, Bin Wang
2009	A*	`conf`	Ensemble manifold regularization. CVPR Bo Geng, Chao Xu, Dacheng Tao, Linjun Yang, Xian-Sheng Hua
2009	J	`jnl`	Fast Haar transform based feature extraction for face representation and recognition. IEEE Trans. Inf. Forensics Secur. Yanwei Pang, Xuelong Li, Yuan Yuan, Dacheng Tao, Jing Pan
2009	J	`jnl`	Gabor texture in active appearance models. Neurocomputing Xinbo Gao, Ya Su, Xuelong Li, Dacheng Tao
2009	J	`jnl`	Geometric Mean for Subspace Selection. IEEE Trans. Pattern Anal. Mach. Intell. Dacheng Tao, Xuelong Li, Xindong Wu, Stephen J. Maybank
2009	J	`jnl`	Image Quality Assessment Based on Multiscale Geometric Analysis. IEEE Trans. Image Process. Xinbo Gao, Wen Lu, Dacheng Tao, Xuelong Li
2009	B	`conf`	Incremental Learning of Weighted Tensor Subspace for Visual Tracking. SMC Jing Wen, Xinbo Gao, Xuelong Li, Dacheng Tao
2009	J	`jnl`	Introduction to computer vision and image understanding the special issue on video analysis. Comput. Vis. Image Underst. Qingshan Liu, Xuelong Li, Ahmed M. Elgammal, Xian-Sheng Hua, Dong Xu, Dacheng Tao
2009	J	`jnl`	Introduction to the special issue on Video-based Object and Event Analysis. Pattern Recognit. Lett. Shiguang Shan, Qingshan Liu, Dacheng Tao, Dong Xu, Shuicheng Yan, Xuelong Li
2009	J	`jnl`	Learning semantics from multimedia content. Pattern Recognit. Dacheng Tao, Xuelong Li, Yuan Yan Tang
2009	B	`conf`	Manifold Elastic Net for Sparse Learning. SMC Tianyi Zhou, Dacheng Tao
2009	—	`conf`	Manifold Regularization for SIR with Rate Root-n Convergence. NIPS Wei Bian, Dacheng Tao
2009	B	`conf`	Object trajectory clustering via tensor analysis. ICIP Huiyu Zhou, Dacheng Tao, Yuan Yuan, Xuelong Li
2009	J	`jnl`	Patch Alignment for Dimensionality Reduction. IEEE Trans. Knowl. Data Eng. Tianhao Zhang, Dacheng Tao, Xuelong Li, Jie Yang
2009	J	`jnl`	QUC-Tree: Integrating Query Context Information for Efficient Music Retrieval. IEEE Trans. Multim. Jialie Shen, Dacheng Tao, Xuelong Li
2009	J	`jnl`	Reduced-Reference IQA in Contourlet Domain. IEEE Trans. Syst. Man Cybern. Part B Dacheng Tao, Xuelong Li, Wen Lu, Xinbo Gao
2009	A*	`conf`	Retrieval based interactive cartoon synthesis via unsupervised bi-distance metric learning. ACM Multimedia Yi Yang, Yueting Zhuang, Dong Xu, Yunhe Pan, Dacheng Tao, Stephen J. Maybank
2009	J	`jnl`	Reversibility improved lossless data hiding. Signal Process. Xinbo Gao, Lingling An, Xuelong Li, Dacheng Tao
2009	B	`conf`	Robust Semantic Concept Detection in Large Video Collections. SMC Jialie Shen, Dacheng Tao, Xuelong Li
2009	—	`book`	Semantic Mining Technologies for Multimedia Databases. Dacheng Tao, Dong Xu, Xuelong Li
2009	J	`jnl`	Shot-based video retrieval with optical flow tensor and HMMs. Pattern Recognit. Lett. Xinbo Gao, Xuelong Li, Jun Feng, Dacheng Tao
2009	—	`book`	Tensors in Image Processing and Computer Vision Santiago Aja-Fernández, Rodrigo de Luis García, Dacheng Tao, Xuelong Li
2009	B	`conf`	Texture Representation in AAM using Gabor Wavelet and Local Binary Patterns. SMC Ya Su, Dacheng Tao, Xuelong Li, Xinbo Gao
2009	C	`conf`	The Gabor-Based Tensor Level Set Method for Multiregional Image Segmentation. CAIP Bin Wang, Xinbo Gao, Dacheng Tao, Xuelong Li, Jie Li
2009	—	`conf`	Transfer Discriminative Logmaps. PCM Si Si, Dacheng Tao, Kwok-Ping Chan
2009	J	`jnl`	View-Independent Behavior Analysis. IEEE Trans. Syst. Man Cybern. Part B Kaiqi Huang, Dacheng Tao, Yuan Yuan, Xuelong Li, Tieniu Tan
2009	J	`jnl`	Visual information analysis for security. Signal Process. Dacheng Tao, Yuan Yuan, Jialie Shen, Kaiqi Huang, Xuelong Li
2008	J	`jnl`	A Wavelet-Based Image Quality Assessment Method. Int. J. Wavelets Multiresolution Inf. Process. Wen Lu, Xinbo Gao, Dacheng Tao, Xuelong Li
2008	B	`conf`	A unifying framework for spectral analysis based dimensionality reduction. IJCNN Tianhao Zhang, Dacheng Tao, Xuelong Li, Tie Yang
2008	B	`conf`	An image quality assessment metric based contourlet. ICIP Wen Lu, Xinbo Gao, Xuelong Li, Dacheng Tao
2008	J	`jnl`	Avatar motion control by natural body movement via camera. Neurocomputing Na Li, Chun Chen, Qiang Wang, Mingli Song, Dacheng Tao, Xuelong Li
2008	J	`jnl`	Bayesian Tensor Approach for 3-D Face Modeling. IEEE Trans. Circuits Syst. Video Technol. Dacheng Tao, Mingli Song, Xuelong Li, Jialie Shen, Jimeng Sun, Xindong Wu, Christos Faloutsos, Stephen J. Maybank
2008	B	`conf`	Bayesian tensor analysis. IJCNN Dacheng Tao, Jimeng Sun, Jialie Shen, Xindong Wu, Xuelong Li, Stephen J. Maybank, Christos Faloutsos
2008	J	`jnl`	Binary Two-Dimensional PCA. IEEE Trans. Syst. Man Cybern. Part B Yanwei Pang, Dacheng Tao, Yuan Yuan, Xuelong Li
2008	B	`conf`	C1 units for scene classification. ICPR Dongjin Song, Dacheng Tao
2008	—	`conf`	Discriminative Locality Alignment. ECCV (1) Tianhao Zhang, Dacheng Tao, Jie Yang
2008	C	`conf`	Effective video event detection via subspace projection. MMSP Jialie Shen, Dacheng Tao, Xuelong Li
2008	A*	`conf`	Enhanced biologically inspired model. CVPR Yongzhen Huang, Kaiqi Huang, Liangsheng Wang, Dacheng Tao, Tieniu Tan, Xuelong Li
2008	B	`conf`	Frequency structure analysis for IQA. SMC Xuelong Li, Wen Lu, Dacheng Tao, Xinbo Gao
2008	B	`conf`	Gabor-based texture representation in AAMs. SMC Ya Su, Xinbo Gao, Dacheng Tao, Xuelong Li
2008	J	`jnl`	Gait Components and Their Application to Gender Recognition. IEEE Trans. Syst. Man Cybern. Part C Xuelong Li, Stephen J. Maybank, Shuicheng Yan, Dacheng Tao, Dong Xu
2008	B	`conf`	Geometrically invariant watermarking using affine covariant regions. ICIP Cheng Deng, Xinbo Gao, Dacheng Tao, Xuelong Li
2008	J	`jnl`	Guest editorial: Special issue on multimedia information retrieval. Int. J. Imaging Syst. Technol. Dacheng Tao, Jialie Shen, Xuelong Li
2008	J	`jnl`	HMM-based graph edit distance for image indexing. Int. J. Imaging Syst. Technol. Bing Xiao, Xinbo Gao, Dacheng Tao, Xuelong Li
2008	B	`conf`	Harmonic mean for subspace selection. ICPR Wei Bian, Dacheng Tao
2008	J	`jnl`	Image categorization: Graph edit distance+edge direction histogram. Pattern Recognit. Xinbo Gao, Bing Xiao, Dacheng Tao, Xuelong Li
2008	J	`jnl`	Incremental tensor analysis: Theory and applications. ACM Trans. Knowl. Discov. Data Jimeng Sun, Dacheng Tao, Spiros Papadimitriou, Philip S. Yu, Christos Faloutsos
2008	C	`conf`	Invariant Image Watermarking Based on Local Feature Regions. CW Cheng Deng, Xinbo Gao, Xuelong Li, Dacheng Tao
2008	J	`jnl`	KPCA for semantic object extraction in images. Pattern Recognit. Jing Li, Xuelong Li, Dacheng Tao
2008	J	`jnl`	Local Coordinates Alignment (LCA): a Novel Manifold Learning Approach. Int. J. Pattern Recognit. Artif. Intell. Tianhao Zhang, Xuelong Li, Dacheng Tao, Jie Yang
2008	J	`jnl`	Local face sketch synthesis learning. Neurocomputing Xinbo Gao, Juanjuan Zhong, Dacheng Tao, Xuelong Li
2008	J	`jnl`	Modality Mixture Projections for Semantic Video Event Detection. IEEE Trans. Circuits Syst. Video Technol. Jialie Shen, Dacheng Tao, Xuelong Li
2008	J	`jnl`	Multimodal biometrics using geometry preserving projections. Pattern Recognit. Tianhao Zhang, Xuelong Li, Dacheng Tao, Jie Yang
2008	J	`jnl`	Neurocomputing for vision research. Neurocomputing Dacheng Tao, Xuelong Li
2008	B	`conf`	Palmprint identification based on directional representation. SMC Wei Jia, De-Shuang Huang, Dacheng Tao, David Zhang
2008	C	`conf`	Semantic Video Shot Segmentation Based on Color Ratio Feature and SVM. CW Zhenxing Niu, Xinbo Gao, Dacheng Tao, Xuelong Li
2008	J	`jnl`	Tensor Rank One Discriminant Analysis - A convergent method for discriminative multilinear subspace selection. Neurocomputing Dacheng Tao, Xuelong Li, Xindong Wu, Stephen J. Maybank
2008	A*	`conf`	Transductive Component Analysis. ICDM Wei Liu, Dacheng Tao, Jianzhuang Liu
2008	J	`jnl`	Visual music and musical vision. Neurocomputing Xuelong Li, Dacheng Tao, Stephen J. Maybank, Yuan Yuan
2008	J	`jnl`	Wavelet-based contourlet in quality evaluation of digital images. Neurocomputing Xinbo Gao, Wen Lu, Xuelong Li, Dacheng Tao
2008	J	`jnl`	Which Components are Important for Interactive Image Searching? IEEE Trans. Circuits Syst. Video Technol. Dacheng Tao, Xiaoou Tang, Xuelong Li
2007	J	`jnl`	A Similarity Metric in Image Searching. Int. J. Image Graph. Xuelong Li, Jing Li, Dacheng Tao, Yuan Yuan
2007	—	`—`	Discriminative linear and multilinear subspace methods. Dacheng Tao
2007	J	`jnl`	Face Recognition - a Generalized Marginal Fisher Analysis Approach. Int. J. Image Graph. Dong Xu, Dacheng Tao, Xuelong Li, Shuicheng Yan
2007	B	`conf`	Gender recognition based on local body motions. SMC Xuelong Li, Stephen J. Maybank, Dacheng Tao
2007	A*	`conf`	General Averaged Divergence Analysis. ICDM Dacheng Tao, Xuelong Li, Xindong Wu, Stephen J. Maybank
2007	J	`jnl`	General Tensor Discriminant Analysis and Gabor Features for Gait Recognition. IEEE Trans. Pattern Anal. Mach. Intell. Dacheng Tao, Xuelong Li, Xindong Wu, Stephen J. Maybank
2007	—	`conf`	Local Coordinates Alignment and Its Linearization. ICONIP (1) Tianhao Zhang, Xuelong Li, Dacheng Tao, Jie Yang
2007	J	`jnl`	Marginal Fisher Analysis and Its Variants for Human Gait Recognition and Content- Based Image Retrieval. IEEE Trans. Image Process. Dong Xu, Shuicheng Yan, Dacheng Tao, Stephen Lin, Hong-Jiang Zhang
2007	J	`jnl`	Negative Samples Analysis in Relevance Feedback. IEEE Trans. Knowl. Data Eng. Dacheng Tao, Xuelong Li, Stephen J. Maybank
2007	—	`conf`	Probabilistic Tensor Analysis with Akaike and Bayesian Information Criteria. ICONIP (1) Dacheng Tao, Jimeng Sun, Xindong Wu, Xuelong Li, Jialie Shen, Stephen J. Maybank, Christos Faloutsos
2007	J	`jnl`	Supervised tensor learning. Knowl. Inf. Syst. Dacheng Tao, Xuelong Li, Xindong Wu, Weiming Hu, Stephen J. Maybank
2006	J	`jnl`	Artistic Mosaic Series Generation. Int. J. Image Graph. Xuelong Li, Yuan Yuan, Dacheng Tao
2006	J	`jnl`	Asymmetric Bagging and Random Subspace for Support Vector Machines-Based Relevance Feedback in Image Retrieval. IEEE Trans. Pattern Anal. Mach. Intell. Dacheng Tao, Xiaoou Tang, Xuelong Li, Xindong Wu
2006	A*	`conf`	Beyond streams and graphs: dynamic tensor analysis. KDD Jimeng Sun, Dacheng Tao, Christos Faloutsos
2006	J	`jnl`	Direct Kernel Biased Discriminant Analysis: A New Content-Based Image Retrieval Relevance Feedback Algorithm. IEEE Trans. Multim. Dacheng Tao, Xiaoou Tang, Xuelong Li, Yong Rui
2006	—	`conf`	Elapsed Time in Human Gait Recognition: A New Approach. ICASSP (2) Dacheng Tao, Xuelong Li, Xindong Wu, Steve J. Maybank
2006	—	`conf`	Human Carrying Status in Visual Surveillance. CVPR (2) Dacheng Tao, Xuelong Li, Stephen J. Maybank, Xindong Wu
2006	J	`jnl`	Human Gait Recognition With Matrix Representation. IEEE Trans. Circuits Syst. Video Technol. Dong Xu, Shuicheng Yan, Dacheng Tao, Lei Zhang, Xuelong Li, HongJiang Zhang
2006	J	`jnl`	Multitraining Support Vector Machine for Image Retrieval. IEEE Trans. Image Process. Jing Li, Nigel M. Allinson, Dacheng Tao, Xuelong Li
2005	—	`conf`	Kernel Principle Component Analysis in Pixels Clustering. Web Intelligence Jing Li, Dacheng Tao, Weiming Hu, Xuelong Li
2005	—	`conf`	Stable Third-Order Tensor Representation for Color Image Classification. Web Intelligence Dacheng Tao, Stephen J. Maybank, Weiming Hu, Xuelong Li
2005	A*	`conf`	Supervised Tensor Learning. ICDM Dacheng Tao, Xuelong Li, Weiming Hu, Stephen J. Maybank, Xindong Wu
2004	—	`conf`	A direct method to solve the biased discriminant analysis in kernel feature space for content based image retrieval. ICASSP (3) Dacheng Tao, Xiaoou Tang
2004	Misc	`conf`	Content-based SMIL retrieval. ICIG Kennis Tam, Lam Ching Yu, Dacheng Tao, Hao Liu, Bo Luo, Xiaoou Tang
2004	A*	`conf`	K-BOX: a query-by-singing based music retrieval system. ACM Multimedia Dacheng Tao, Hao Liu, Xiaoou Tang
2004	A	`conf`	Kernel full-space biased discriminant analysis. ICME Dacheng Tao, Xiaoou Tang
2004	—	`conf`	Learning User's Perception Using Region-based SVM for Content-based Image Retrieval. CISST Dacheng Tao, Jianzhuang Liu, Xiaoou Tang
2004	—	`conf`	Multi-Class Discriminant Learning For Image Retrieval. CISST Dacheng Tao, Xiaoou Tang
2004	—	`conf`	Nonparametric Discriminant Analysis in Relevance Feedback for Content-Based Image Retrieval. ICPR (2) Dacheng Tao, Xiaoou Tang
2004	—	`conf`	Orthogonal Complement Component Analysis for Positive Samples in SVM Based Relevance Feedback Image Retrieval. CVPR (2) Dacheng Tao, Xiaoou Tang
2004	—	`conf`	Random Sampling Based SVM for Relevance Feedback Image Retrieval. CVPR (2) Dacheng Tao, Xiaoou Tang
2004	A	`conf`	SVM-based relevance feedback using random subspace method. ICME Dacheng Tao, Xiaoou Tang
2004	B	`conf`	Texture classification of sars infected region in radiographic image. ICIP Xiaoou Tang, Dacheng Tao, George E. Antoniou