Xiaojun Chang - RankMe

481 papers A* 93A 6B 4C 2Misc 3Journal 345Unranked 27

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Aleatoric-Epistemic Joint Uncertainty Modeling for Cross-Modal Retrieval. IEEE Trans. Cybern. Tianyu Chang, Peipei Song, Xun Yang, Dan Guo, Xiaojun Chang
2026	J	`jnl`	Beyond Dense Futures: World Models as Structured Planners for Robotic Manipulation. CoRR Minghao Jin, Mozheng Liao, Mingfei Han, Zhihui Li, Xiaojun Chang
2026	A*	`conf`	Correspondence Coverage Matters for Multi-Modal Dataset Distillation. AAAI Zhuohang Dang, Minnan Luo, Chengyou Jia, Hangwei Qian, Xinyu Zhang, Xiaojun Chang, Ivor W. Tsang
2026	J	`jnl`	Cut to the Chase: Training-free Multimodal Summarization via Chain-of-Events. CoRR Xiaoxing You, Qiang Huang, Lingyu Li, Xiaojun Chang, Jun Yu
2026	A	`conf`	Dual Conditional Diffusion for Sequential Recommendation. WSDM Hongtao Huang, Chengkai Huang, Tong Yu, Xiaojun Chang, Wen Hu, Julian J. McAuley, Lina Yao
2026	J	`jnl`	Efficient Co-Clustering via Bipartite Graph Factorization. IEEE Trans. Knowl. Data Eng. Xiaowei Zhao, Liuyun Guo, Xiaojun Chang, Jun Guo, Feiping Nie, Qiang Zhang
2026	J	`jnl`	Entropy-Guided Condensing for Vision Transformer. Int. J. Comput. Vis. Sihao Lin, Pumeng Lyu, Dongrui Liu, Zhihui Li, Wenguan Wang, Xiaojun Chang, Yuhui Zheng
2026	J	`jnl`	FACE-net: Factual Calibration and Emotion Augmentation for Retrieval-enhanced Emotional Video Captioning. CoRR Weidong Chen, Cheng Ye, Zhendong Mao, Peipei Song, Xinyan Liu, Lei Zhang, Xiaojun Chang, Yongdong Zhang
2026	J	`jnl`	GeoSense: Internalizing Geometric Necessity Perception for Multimodal Reasoning. CoRR Ruiheng Liu, Haihong Hao, Mingfei Han, Xin Gu, Kecheng Zhang, Changlin Li, Xiaojun Chang
2026	J	`jnl`	HCGBot: Learning Homophilous Context Graphs for Twitter Bot Detection. IEEE Trans. Knowl. Data Eng. Herun Wan, Minnan Luo, Jihong Wang, Xiaojun Chang, Qinghua Zheng
2026	J	`jnl`	Implicit Geometry Representations for Vision-and-Language Navigation from Web Videos. CoRR Mingfei Han, Haihong Hao, Liang Ma, Kamila Zhumakhanova, Ekaterina Radionova, Jingyi Zhang, Xiaojun Chang, Xiaodan Liang, Ivan Laptev
2026	J	`jnl`	Investigating a Unified 3-D Object Detection Method for Different Multibeam LiDAR. IEEE Trans. Ind. Informatics Ziming Tao, Jianxu Mao, Yaonan Wang, Caiping Liu, Junfei Yi, Zhenyu He, Xiaojun Chang, Hui Zhang
2026	J	`jnl`	Knowledge-guided multi-modality transformer for multi-label genetic mutation prediction. Pattern Recognit. Gexin Huang, Chenfei Wu, Mingjie Li, Xiaojun Chang, Ying Sun, Lei Xing, Xiaodan Liang, Liang Lin, Guang Yang, Shen Zhao
2026	J	`jnl`	LFSRM: Few-Shot Diagram-Sentence Matching via Local-Feedback Self-Regulating Memory. IEEE Trans. Pattern Anal. Mach. Intell. Lingling Zhang, Wenjun Wu, Jun Liu, Xiaojun Chang, Xin Hu, Xuan Luo, Yaqiang Wu, Qinghua Zheng
2026	J	`jnl`	LatentPilot: Scene-Aware Vision-and-Language Navigation by Dreaming Ahead with Latent Visual Reasoning. CoRR Haihong Hao, Lei Chen, Mingfei Han, Changlin Li, Dong An, Yuqiang Yang, Zhihui Li, Xiaojun Chang
2026	A*	`conf`	MDK12-Bench: A Multi-Discipline Benchmark for Evaluating Reasoning in Multimodal Large Language Models. AAAI Pengfei Zhou, Xiaopeng Peng, Fanrui Zhang, Zhaopan Xu, Jiaxin Ai, Yansheng Qiu, Wangbo Zhao, Jiajun Song, Chuanhao Li, Weidong Tang, Zhen Li, Haoquan Zhang, Zizhen Li, Xiaofeng Mao, Yukang Feng, Jianwen Sun, Kai Wang, Xiaojun Chang, Wenqi Shao, Yang You, Kaipeng Zhang
2026	J	`jnl`	Measuring Social Bias in Vision-Language Models with Face-Only Counterfactuals from Real Photos. CoRR Haodong Chen, Qiang Huang, Jiaqi Zhao, Qiuping Jiang, Xiaojun Chang, Jun Yu
2026	J	`jnl`	Mettle: Meta-Token Learning for Memory-Efficient Audio-Visual Adaptation. IEEE Trans. Pattern Anal. Mach. Intell. Jinxing Zhou, Zhihui Li, Yongqiang Yu, Yanghao Zhou, Ruohao Guo, Guangyao Li, Yuxin Mao, Mingfei Han, Xiaojun Chang, Meng Wang
2026	J	`jnl`	Multi-semantic depth collaborative multi-modality image fusion network. Knowl. Based Syst. Huayi Zhu, Xuyang Li, Rui Chen, Qiao Liu, Xiaojun Chang, Di Yuan
2026	J	`jnl`	Order from Chaos: Physical World Understanding from Glitchy Gameplay Videos. CoRR Meng Cao, Haoran Tang, Haoze Zhao, Mingfei Han, Ruyang Liu, Qiang Sun, Xiaojun Chang, Ian Reid, Xiaodan Liang
2026	J	`jnl`	Order from Chaos: Physical World Understanding from Glitchy Gameplay Videos. Trans. Mach. Learn. Res. Meng Cao, Haoran Tang, Haoze Zhao, Mingfei Han, Ruyang Liu, Qiang Sun, Xiaojun Chang, Ian Reid, Xiaodan Liang
2026	J	`jnl`	PIC-CMH: Efficient Prompt-Infused Continual Cross-Modal Hashing. IEEE Trans. Multim. Fengling Li, Wenhao Liu, Tianshi Wang, Lei Zhu, Xiaojun Chang
2026	J	`jnl`	See, Plan, Rewind: Progress-Aware Vision-Language-Action Models for Robust Robotic Manipulation. CoRR Tingjun Dai, Mingfei Han, Tingwen Du, Zhiheng Liu, Zhihui Li, Salman Khan, Jun Yu, Xiaojun Chang
2026	J	`jnl`	Self-supervised transformer architecture search via multi-level masked information fusion. Inf. Fusion Caixia Yan, Xiaojun Chang, Weizhan Zhang, Zhihui Li, Lina Yao, Minnan Luo, Feng Tian
2026	J	`jnl`	Spatial Context-Aware UAV Target Tracking for Consumer Electronics. IEEE Trans. Consumer Electron. Yingqin Liang, Qiao Liu, Chunwei Tian, Yue Xi, Rui Chen, Di Yuan, Xiaojun Chang, Zhenyu He
2026	J	`jnl`	Suppressing Prior-Comparison Hallucinations in Radiology Report Generation via Semantically Decoupled Latent Steering. CoRR Ao Li, Rui Liu, Mingjie Li, Sheng Liu, Lei Wang, Xiaodan Liang, Lina Yao, Xiaojun Chang, Lei Xing
2026	A*	`conf`	Think Before You Segment: An Object-aware Reasoning Agent for Referring Audio-Visual Segmentation. AAAI Jinxing Zhou, Yanghao Zhou, Mingfei Han, Tong Wang, Xiaojun Chang, Hisham Cholakkal, Rao Muhammad Anwer
2026	A*	`conf`	Token Painter: Training-Free Text-Guided Image Inpainting via Mask Autoregressive Models. AAAI Longtao Jiang, Jie Huang, Mingfei Han, Lei Chen, Yongqiang Yu, Feng Zhao, Xiaojun Chang, Zhihui Li
2026	J	`jnl`	Token-Level Prompt Mixture With Parameter-Free Routing for Federated Domain Generalization. IEEE Trans. Image Process. Shuai Gong, Chaoran Cui, Xiaolin Dong, Xiushan Nie, Lei Zhu, Xiaojun Chang
2026	J	`jnl`	Tracy-widom guided dimension reduction space selection for orthogonal matrix factorization-based clustering. Expert Syst. Appl. Xiaorong Zhang, Yun Xiao, Xiaopeng Peng, Ruonan Hu, Xiaojun Chang, Tianzhang Xing
2026	J	`jnl`	VLDUS: Vision-language distillated unseen synthesizer for zero-shot object detection. Neural Networks Caixia Yan, Muyan Jiao, Nuohan Xue, Weizhan Zhang, Jiahao Wang, Xiaojun Chang, Feng Tian
2026	J	`jnl`	VisualRAG: Knowledge-Guided Retrieval Augmentation for Image-Text Matching. IEEE Trans. Circuits Syst. Video Technol. Hengchang Wang, Li Liu, Huaxiang Zhang, Lei Zhu, Xiaojun Chang, Hao Du
2025	J	`jnl`	A Static-Dynamic Composition Framework for Efficient Action Recognition. IEEE Trans. Neural Networks Learn. Syst. Xu Chen, Yahong Han, Changlin Li, Xiaojun Chang, Yifan Sun, Yi Yang
2025	J	`jnl`	APANet: Asymmetrical Parallax Attention Network for Efficient Stereo Image Deraining. IEEE Trans. Computational Imaging Chenglong Wang, Tao Yan, Weilong Huang, Xianglong Chen, Ke Xu, Xiaojun Chang
2025	J	`jnl`	Adaptive Trajectory Correction for Underwater Object Tracking. IEEE Trans. Circuits Syst. Video Technol. Xudong Luo, Di Yuan, Xiu Shu, Qiao Liu, Xiaojun Chang, Zhenyu He
2025	J	`jnl`	An active learning model based on image similarity for skin lesion segmentation. Neurocomputing Xiu Shu, Zhihui Li, Chunwei Tian, Xiaojun Chang, Di Yuan
2025	J	`jnl`	Attention Guidance by Cross-Domain Supervision Signals for Scene Text Recognition. IEEE Trans. Image Process. Fanfu Xue, Jiande Sun, Yaqi Xue, Qiang Wu, Lei Zhu, Xiaojun Chang, Sen-Ching S. Cheung
2025	J	`jnl`	Beyond Survival: Evaluating LLMs in Social Deduction Games with Human-Aligned Strategies. CoRR Zirui Song, Yuan Huang, Junchang Liu, Haozhe Luo, Chenxi Wang, Lang Gao, Zixiang Xu, Mingfei Han, Xiaojun Chang, Xiuying Chen
2025	J	`jnl`	BossNAS Family: Block-Wisely Self-Supervised Neural Architecture Search. IEEE Trans. Pattern Anal. Mach. Intell. Changlin Li, Sihao Lin, Tang Tao, Guangrun Wang, Mingjie Li, Xiaodan Liang, Xiaojun Chang
2025	J	`jnl`	CARE What Fails: Contrastive Anchored-REflection for Verifiable Multimodal. CoRR Yongxin Wang, Zhicheng Yang, Meng Cao, Mingfei Han, Haokun Lin, Yingying Zhu, Xiaojun Chang, Xiaodan Liang
2025	J	`jnl`	CoNav: Collaborative Cross-Modal Reasoning for Embodied Navigation. CoRR Haihong Hao, Mingfei Han, Changlin Li, Zhihui Li, Xiaojun Chang
2025	J	`jnl`	Consistency-Queried Transformer for Audio-Visual Segmentation. IEEE Trans. Image Process. Ying Lv, Zhi Liu, Xiaojun Chang
2025	J	`jnl`	DHVT: Dynamic Hybrid Vision Transformer for Small Dataset Recognition. IEEE Trans. Pattern Anal. Mach. Intell. Zhiying Lu, Chuanbin Liu, Xiaojun Chang, Yongdong Zhang, Hongtao Xie
2025	A*	`conf`	Dense Audio-Visual Event Localization Under Cross-Modal Consistency and Multi-Temporal Granularity Collaboration. AAAI Ziheng Zhou, Jinxing Zhou, Wei Qian, Shengeng Tang, Xiaojun Chang, Dan Guo
2025	J	`jnl`	Disentangled Noisy Correspondence Learning. IEEE Trans. Image Process. Zhuohang Dang, Minnan Luo, Jihong Wang, Chengyou Jia, Haochen Han, Herun Wan, Guang Dai, Xiaojun Chang, Jingdong Wang
2025	J	`jnl`	Efficient Training for Human Video Generation with Entropy-Guided Prioritized Progressive Learning. CoRR Changlin Li, Jiawei Zhang, Shuhao Liu, Sihao Lin, Zeyi Shi, Zhihui Li, Xiaojun Chang
2025	J	`jnl`	EmoVerse: A MLLMs-Driven Emotion Representation Dataset for Interpretable Visual Emotion Analysis. CoRR Yijie Guo, Dexiang Hong, Weidong Chen, Zihan She, Cheng Ye, Xiaojun Chang, Zhendong Mao
2025	J	`jnl`	FMSD: Focal Multi-Scale Shape-Feature Distillation Network for Small Fasteners Detection in Electric Power Scene. IEEE Trans. Circuits Syst. Video Technol. Junfei Yi, Jianxu Mao, Hui Zhang, Mingjie Li, Kai Zeng, Mingtao Feng, Xiaojun Chang, Yaonan Wang
2025	J	`jnl`	Fast Partial-Modal Online Cross-Modal Hashing. IEEE Trans. Image Process. Fengling Li, Yang Sun, Tianshi Wang, Lei Zhu, Xiaojun Chang
2025	J	`jnl`	Fine-Grained Feature and Template Reconstruction for TIR Object Tracking. IEEE Trans. Circuits Syst. Video Technol. Donghai Liao, Xiu Shu, Zhihui Li, Qiao Liu, Di Yuan, Xiaojun Chang, Zhenyu He
2025	A	`conf`	Flexiffusion: Training-Free Segment-Wise Neural Architecture Search for Efficient Diffusion Models. CIKM Hongtao Huang, Xiaojun Chang, Lina Yao
2025	J	`jnl`	FusionFM: All-in-One Multi-Modal Image Fusion with Flow Matching. CoRR Huayi Zhu, Xiu Shu, Youqiang Xiong, Qiao Liu, Rui Chen, Di Yuan, Xiaojun Chang, Zhenyu He
2025	J	`jnl`	GLaD: Geometric Latent Distillation for Vision-Language-Action Models. CoRR Minghao Guo, Meng Cao, Jiachen Tao, Rongtao Xu, Yan Yan, Xiaodan Liang, Ivan Laptev, Xiaojun Chang
2025	J	`jnl`	Generative Augmentation Hashing for Few-Shot Cross-Modal Retrieval. IEEE Trans. Circuits Syst. Video Technol. Fengling Li, Zequn Wang, Tianshi Wang, Lei Zhu, Xiaojun Chang
2025	J	`jnl`	Glass Surface Detection: Leveraging Reflection Dynamics in Flash/No-flash Imagery. CoRR Tao Yan, Hao Huang, Yiwei Lu, Zeyu Wang, Ke Xu, Yinghui Wang, Xiaojun Chang, Rynson W. H. Lau
2025	J	`jnl`	Ground-R1: Incentivizing Grounded Visual Reasoning via Reinforcement Learning. CoRR Meng Cao, Haoze Zhao, Can Zhang, Xiaojun Chang, Ian Reid, Xiaodan Liang
2025	J	`jnl`	Guest Editorial: Domain Adaptation and Generalization for Biomedical and Health Informatics. IEEE J. Biomed. Health Informatics Zheng Zhang, Jingjing Li, Xiaojun Chang, Eugene Yu-Dong Zhang
2025	A*	`conf`	HC-LLM: Historical-Constrained Large Language Models for Radiology Report Generation. AAAI Tengfei Liu, Jiapu Wang, Yongli Hu, Mingjie Li, Junfei Yi, Xiaojun Chang, Junbin Gao, Baocai Yin
2025	J	`jnl`	Learning A Zero-shot Occupancy Network from Vision Foundation Models via Self-supervised Adaptation. CoRR Sihao Lin, Daqi Liu, Ruochong Fu, Dongrui Liu, Andy Song, Hongwei Xie, Zhihui Li, Bing Wang, Xiaojun Chang
2025	A*	`conf`	Let LLM Tell What to Prune and How Much to Prune. ICML Mingzhe Yang, Sihao Lin, Changlin Li, Xiaojun Chang
2025	J	`jnl`	MDK12-Bench: A Comprehensive Evaluation of Multimodal Large Language Models on Multidisciplinary Exams. CoRR Pengfei Zhou, Xiaopeng Peng, Fanrui Zhang, Zhaopan Xu, Jiaxin Ai, Yansheng Qiu, Chuanhao Li, Zhen Li, Ming Li, Yukang Feng, Jianwen Sun, Haoquan Zhang, Zizhen Li, Xiaofeng Mao, Zekai Li, Wangbo Zhao, Kai Wang, Xiaojun Chang, Wenqi Shao, Yang You, Kaipeng Zhang
2025	J	`jnl`	MDK12-Bench: A Multi-Discipline Benchmark for Evaluating Reasoning in Multimodal Large Language Models. CoRR Pengfei Zhou, Fanrui Zhang, Xiaopeng Peng, Zhaopan Xu, Jiaxin Ai, Yansheng Qiu, Chuanhao Li, Zhen Li, Ming Li, Yukang Feng, Jianwen Sun, Haoquan Zhang, Zizhen Li, Xiaofeng Mao, Wangbo Zhao, Kai Wang, Xiaojun Chang, Wenqi Shao, Yang You, Kaipeng Zhang
2025	A*	`conf`	MIRAGE25: ACM MM25 Multimodal Interleaved Reasoning and Generation Challenge. ACM Multimedia Dong Chen, Fei Gao, Zhengqing Hu, Xiaojun Chang
2025	J	`jnl`	Mettle: Meta-Token Learning for Memory-Efficient Audio-Visual Adaptation. CoRR Jinxing Zhou, Zhihui Li, Yongqiang Yu, Yanghao Zhou, Ruohao Guo, Guangyao Li, Yuxin Mao, Mingfei Han, Xiaojun Chang, Meng Wang
2025	J	`jnl`	Mining the Salient Spatio-Temporal Feature with S2TF-Net for action recognition. Signal Process. Image Commun. Xiaoxi Liu, Ju Liu, Lingchen Gu, Yafeng Li, Xiaojun Chang, Feiping Nie
2025	J	`jnl`	Multi-Modal Dataset Distillation in the Wild. CoRR Zhuohang Dang, Minnan Luo, Chengyou Jia, Hangwei Qian, Xiaojun Chang, Ivor W. Tsang
2025	J	`jnl`	NavCoT: Boosting LLM-Based Vision-and-Language Navigation via Learning Disentangled Reasoning. IEEE Trans. Pattern Anal. Mach. Intell. Bingqian Lin, Yunshuang Nie, Ziming Wei, Jiaqi Chen, Shikui Ma, Jianhua Han, Hang Xu, Xiaojun Chang, Xiaodan Liang
2025	J	`jnl`	Neural-Driven Image Editing. CoRR Pengfei Zhou, Jie Xia, Xiaopeng Peng, Wangbo Zhao, Zilong Ye, Zekai Li, Suorong Yang, Jiadong Pan, Yuanxiang Chen, Ziqiao Wang, Kai Wang, Qian Zheng, Xiaojun Chang, Gang Pan, Shurong Dong, Kaipeng Zhang, Yang You
2025	A*	`conf`	OpenING: A Comprehensive Benchmark for Judging Open-ended Interleaved Image-Text Generation. CVPR Pengfei Zhou, Xiaopeng Peng, Jiajun Song, Chuanhao Li, Zhaopan Xu, Yue Yang, Ziyao Guo, Hao Zhang, Yuqi Lin, Yefei He, Lirui Zhao, Shuo Liu, Tianhua Li, Yuxuan Xie, Xiaojun Chang, Yu Qiao, Wenqi Shao, Kaipeng Zhang
2025	J	`jnl`	PSDiff: Diffusion Model for Person Search With Iterative and Collaborative Refinement. IEEE Trans. Circuits Syst. Video Technol. Chengyou Jia, Minnan Luo, Zhuohang Dang, Guang Dai, Xiaojun Chang, Jingdong Wang
2025	J	`jnl`	Parallel Diffusion Solver via Residual Dirichlet Policy Optimization. CoRR Ruoyu Wang, Ziyu Li, Beier Zhu, Liangyu Yuan, Hanwang Zhang, Xun Yang, Xiaojun Chang, Chi Zhang
2025	J	`jnl`	RealignDiff: Boosting Text-to-Image Diffusion Model With Coarse-to-Fine Semantic Realignment. IEEE Trans. Neural Networks Learn. Syst. Zutao Jiang, Guian Fang, Jianhua Han, Guansong Lu, Hang Xu, Shengcai Liao, Xiaojun Chang, Xiaodan Liang
2025	A*	`conf`	RoomTour3D: Geometry-Aware Video-Instruction Tuning for Embodied Navigation. CVPR Mingfei Han, Liang Ma, Kamila Zhumakhanova, Ekaterina Radionova, Jingyi Zhang, Xiaojun Chang, Xiaodan Liang, Ivan Laptev
2025	J	`jnl`	SAMControl: Controlling Pose and Object for Image Editing with Soft Attention Mask. ACM Trans. Multim. Comput. Commun. Appl. Yue Zhang, Chao Wang, Fei Fang, Yun-Zhi Zhuge, Hehe Fan, Xiaojun Chang, Cheng Deng, Yi Yang
2025	J	`jnl`	Scalable Multi-View Regression Clustering for Large-Scale Data. IEEE Trans. Circuits Syst. Video Technol. Xiaowei Zhao, Jie Fan, Xiaojun Chang, Feiping Nie, Qiang Zhang, Jun Guo
2025	J	`jnl`	SecureDA: Privacy-Preserving Source-Free Domain Adaptation for Person Re-Identification. IEEE Trans. Multim. Xiaofeng Qu, Li Liu, Huaxiang Zhang, Lei Zhu, Liqiang Nie, Xiaojun Chang, Fengling Li
2025	J	`jnl`	Self-Consistency as a Free Lunch: Reducing Hallucinations in Vision-Language Models via Self-Reflection. CoRR Mingfei Han, Haihong Hao, Jinxing Zhou, Zhihui Li, Yuhui Zheng, Xueqing Deng, Linjie Yang, Xiaojun Chang
2025	J	`jnl`	SelfAI: Building a Self-Training AI System with LLM Agents. CoRR Xiao Wu, Ting-Zhu Huang, Liang-Jian Deng, Xiaobing Yu, Yu Zhong, Shangqi Deng, Ufaq Khan, Jianghao Wu, Xiaofeng Liu, Imran Razzak, Xiaojun Chang, Yutong Xie
2025	J	`jnl`	Semantic-enhanced Co-attention Prompt Learning for Non-overlapping Cross-Domain Recommendation. CoRR Lei Guo, Chenlong Song, Feng Guo, Xiaohui Han, Xiaojun Chang, Lei Zhu
2025	J	`jnl`	Semantic-enhanced Co-attention Prompt Learning for Non-overlapping Cross-domain Recommendation. ACM Trans. Inf. Syst. Lei Guo, Chenlong Song, Feng Guo, Xiaohui Han, Xiaojun Chang, Lei Zhu
2025	A*	`conf`	Shot2Story: A New Benchmark for Comprehensive Understanding of Multi-shot Videos. ICLR Mingfei Han, Linjie Yang, Xiaojun Chang, Lina Yao, Heng Wang
2025	A*	`conf`	Sitcom-Crafter: A Plot-Driven Human Motion Generation System in 3D Scenes. ICLR Jianqi Chen, Panwen Hu, Xiaojun Chang, Zhenwei Shi, Michael Kampffmeyer, Xiaodan Liang
2025	J	`jnl`	Standing waves with prescribed mass for NLS equations with Hardy potential in the half-space under Neumann boundary condition. Commun. Nonlinear Sci. Numer. Simul. Yuxuan Zhang, Xiaojun Chang, Lin Chen
2025	J	`jnl`	TDGI: Translation-Guided Double-Graph Inference for Document-Level Relation Extraction. IEEE Trans. Pattern Anal. Mach. Intell. Lingling Zhang, Yujie Zhong, Qinghua Zheng, Jun Liu, Qianying Wang, Jiaxin Wang, Xiaojun Chang
2025	J	`jnl`	Tackling Real-World Complexity: Hierarchical Modeling and Dynamic Prompting for Multimodal Long Document Classification. IEEE Trans. Circuits Syst. Video Technol. Tengfei Liu, Yongli Hu, Mingjie Li, Junfei Yi, Xiaojun Chang, Junbin Gao, Baocai Yin
2025	J	`jnl`	Think Before You Segment: An Object-aware Reasoning Agent for Referring Audio-Visual Segmentation. CoRR Jinxing Zhou, Yanghao Zhou, Mingfei Han, Tong Wang, Xiaojun Chang, Hisham Cholakkal, Rao Muhammad Anwer
2025	J	`jnl`	Token Painter: Training-Free Text-Guided Image Inpainting via Mask Autoregressive Models. CoRR Longtao Jiang, Mingfei Han, Philip Chen, Yongqiang Yu, Feng Zhao, Xiaojun Chang, Zhihui Li
2025	J	`jnl`	Token-Level Prompt Mixture with Parameter-Free Routing for Federated Domain Generalization. CoRR Shuai Gong, Chaoran Cui, Xiaolin Dong, Xiushan Nie, Lei Zhu, Xiaojun Chang
2025	J	`jnl`	Toward Efficient Power Scene Detection via Topology-Preserved Knowledge Distillation. IEEE Trans. Ind. Informatics Junfei Yi, Tengfei Liu, Jianxu Mao, Yaonan Wang, Hui Zhang, He Xie, Hang Zhong, Xiaojun Chang
2025	J	`jnl`	Towards Efficient General Feature Prediction in Masked Skeleton Modeling. CoRR Shengkai Sun, Zefan Zhang, Jianfeng Dong, Zhiyong Cheng, Xiaojun Chang, Meng Wang
2025	A*	`conf`	Towards Open-Vocabulary Audio-Visual Event Localization. CVPR Jinxing Zhou, Dan Guo, Ruohao Guo, Yuxin Mao, Jingjing Hu, Yiran Zhong, Xiaojun Chang, Meng Wang
2025	J	`jnl`	Unified Static and Dynamic Network: Efficient Temporal Filtering for Video Grounding. IEEE Trans. Pattern Anal. Mach. Intell. Jingjing Hu, Dan Guo, Kun Li, Zhan Si, Xun Yang, Xiaojun Chang, Meng Wang
2025	J	`jnl`	User-Feedback-Driven Continual Adaptation for Vision-and-Language Navigation. CoRR Yongqiang Yu, Xuhui Li, Hazza Mahmood, Jinxing Zhou, Haodong Hong, Longtao Jiang, Zhiqiang Xu, Qi Wu, Xiaojun Chang
2025	J	`jnl`	Variational methods with application to medical image segmentation: A survey. Neurocomputing Xiu Shu, Zhihui Li, Xiaojun Chang, Di Yuan
2025	J	`jnl`	Video Corpus Moment Retrieval With Query-Specific Context Learning and Progressive Localization. IEEE Trans. Circuits Syst. Video Technol. Long Zhang, Peipei Song, Zhangling Duan, Shuo Wang, Xiaojun Chang, Xun Yang
2025	J	`jnl`	Which Layer Causes Distribution Deviation? Entropy-Guided Adaptive Pruning for Diffusion and Flow Models. CoRR Changlin Li, Jiawei Zhang, Zeyi Shi, Zongxin Yang, Zhihui Li, Xiaojun Chang
2024	—	`conf`	A Comprehensive Evaluation Framework for Multi-Agent Reinforcement Learning. DAI Zonglei Jing, Xiaojun Chang, Mingxuan Zhu, Simin Li, Aishan Liu, Xiaoqian Li, Xianglong Liu
2024	J	`jnl`	A Comprehensive Review of RGBT Tracking. IEEE Trans. Instrum. Meas. Haiping Zhang, Di Yuan, Xiu Shu, Zhihui Li, Qiao Liu, Xiaojun Chang, Zhenyu He, Guangming Shi
2024	J	`jnl`	Accelerating one-shot neural architecture search via constructing a sparse search space. Knowl. Based Syst. Hongtao Huang, Xiaojun Chang, Lina Yao
2024	—	`conf`	Act Like a Radiologist: Radiology Report Generation Across Anatomical Regions. ACCV (6) Qi Chen, Yutong Xie, Biao Wu, Xiaomin Chen, James Ang, Minh-Son To, Xiaojun Chang, Qi Wu
2024	J	`jnl`	Active Learning for Deep Visual Tracking. IEEE Trans. Neural Networks Learn. Syst. Di Yuan, Xiaojun Chang, Qiao Liu, Yi Yang, Dehua Wang, Minglei Shu, Zhenyu He, Guangming Shi
2024	J	`jnl`	BDAL: Balanced Distribution Active Learning for MRI Cardiac Multistructures Segmentation. IEEE Trans. Ind. Informatics Xiu Shu, Yunyun Yang, Jun Liu, Xiaojun Chang, Boying Wu
2024	J	`jnl`	CStrCRL: Cross-View Contrastive Learning Through Gated GCN With Strong Augmentations for Skeleton Recognition. IEEE Trans. Circuits Syst. Video Technol. Ruotong Hu, Xianzhi Wang, Xiaojun Chang, Yongle Zhang, Yeqi Hu, Xinyuan Liu, Shusong Yu
2024	J	`jnl`	Context Matters: Distilling Knowledge Graph for Enhanced Object Detection. IEEE Trans. Multim. Aijia Yang, Sihao Lin, Chung-Hsing Yeh, Minglei Shu, Yi Yang, Xiaojun Chang
2024	J	`jnl`	ContextDet: Temporal Action Detection with Adaptive Context Aggregation. CoRR Ning Wang, Yun Xiao, Xiaopeng Peng, Xiaojun Chang, Xuanhong Wang, Dingyi Fang
2024	—	`conf`	Contrastive Learning with Counterfactual Explanations for Radiology Report Generation. ECCV (43) Mingjie Li, Haokun Lin, Liang Qiu, Xiaodan Liang, Ling Chen, Abdulmotaleb Elsaddik, Xiaojun Chang
2024	J	`jnl`	Contrastive Learning with Counterfactual Explanations for Radiology Report Generation. CoRR Mingjie Li, Haokun Lin, Liang Qiu, Xiaodan Liang, Ling Chen, Abdulmotaleb Elsaddik, Xiaojun Chang
2024	J	`jnl`	Cross-Domain Transfer Hashing for Efficient Cross-Modal Retrieval. IEEE Trans. Circuits Syst. Video Technol. Fengling Li, Bowen Wang, Lei Zhu, Jingjing Li, Zheng Zhang, Xiaojun Chang
2024	J	`jnl`	DCS-Gait: A Class-Level Domain Adaptation Approach for Cross-Scene and Cross-State Gait Recognition Using Wi-Fi CSI. IEEE Trans. Inf. Forensics Secur. Ying Liang, Wenjie Wu, Haobo Li, Xiaojun Chang, Xiaojiang Chen, Jinye Peng, Pengfei Xu
2024	J	`jnl`	DNA Family: Boosting Weight-Sharing NAS With Block-Wise Supervisions. IEEE Trans. Pattern Anal. Mach. Intell. Guangrun Wang, Changlin Li, Liuchun Yuan, Jiefeng Peng, Xiaoyu Xian, Xiaodan Liang, Xiaojun Chang, Liang Lin
2024	J	`jnl`	DNA Family: Boosting Weight-Sharing NAS with Block-Wise Supervisions. CoRR Guangrun Wang, Changlin Li, Liuchun Yuan, Jiefeng Peng, Xiaoyu Xian, Xiaodan Liang, Xiaojun Chang, Liang Lin
2024	J	`jnl`	Dense Audio-Visual Event Localization under Cross-Modal Consistency and Multi-Temporal Granularity Collaboration. CoRR Ziheng Zhou, Jinxing Zhou, Wei Qian, Shengeng Tang, Xiaojun Chang, Dan Guo
2024	J	`jnl`	Designing Efficient Bit-Level Sparsity-Tolerant Memristive Networks. IEEE Trans. Neural Networks Learn. Syst. Bo Lyu, Shiping Wen, Yin Yang, Xiaojun Chang, Junwei Sun, Yiran Chen, Tingwen Huang
2024	J	`jnl`	Disentangled Generation With Information Bottleneck for Enhanced Few-Shot Learning. IEEE Trans. Image Process. Zhuohang Dang, Minnan Luo, Jihong Wang, Chengyou Jia, Caixia Yan, Guang Dai, Xiaojun Chang, Qinghua Zheng
2024	J	`jnl`	Disentangled Noisy Correspondence Learning. CoRR Zhuohang Dang, Minnan Luo, Jihong Wang, Chengyou Jia, Haochen Han, Herun Wan, Guang Dai, Xiaojun Chang, Jingdong Wang
2024	J	`jnl`	Disentangled Representation Learning With Transmitted Information Bottleneck. IEEE Trans. Circuits Syst. Video Technol. Zhuohang Dang, Minnan Luo, Chengyou Jia, Guang Dai, Jihong Wang, Xiaojun Chang, Jingdong Wang
2024	J	`jnl`	Dual Conditional Diffusion Models for Sequential Recommendation. CoRR Hongtao Huang, Chengkai Huang, Xiaojun Chang, Wen Hu, Lina Yao
2024	J	`jnl`	Efficient Training of Large Vision Models via Advanced Automated Progressive Learning. CoRR Changlin Li, Jiawei Zhang, Sihao Lin, Zongxin Yang, Junwei Liang, Xiaodan Liang, Xiaojun Chang
2024	J	`jnl`	Flexiffusion: Segment-wise Neural Architecture Search for Flexible Denoising Schedule. CoRR Hongtao Huang, Xiaojun Chang, Lina Yao
2024	J	`jnl`	GATE OpenING: A Comprehensive Benchmark for Judging Open-ended Interleaved Image-Text Generation. CoRR Pengfei Zhou, Xiaopeng Peng, Jiajun Song, Chuanhao Li, Zhaopan Xu, Yue Yang, Ziyao Guo, Hao Zhang, Yuqi Lin, Yefei He, Lirui Zhao, Shuo Liu, Tianhua Li, Yuxuan Xie, Xiaojun Chang, Yu Qiao, Wenqi Shao, Kaipeng Zhang
2024	J	`jnl`	GLGFN: Global-Local Grafting Fusion Network for High-Resolution Image Deraining. IEEE Trans. Circuits Syst. Video Technol. Tao Yan, Xiangjie Zhu, Xianglong Chen, Weijiang He, Chenglong Wang, Yang Yang, Yinghui Wang, Xiaojun Chang
2024	A*	`conf`	Generating Action-conditioned Prompts for Open-vocabulary Video Action Recognition. ACM Multimedia Chengyou Jia, Minnan Luo, Xiaojun Chang, Zhuohang Dang, Mingfei Han, Mengmeng Wang, Guang Dai, Sizhe Dang, Jingdong Wang
2024	J	`jnl`	Guided Image-to-Image Translation by Discriminator-Generator Communication. IEEE Trans. Multim. Yuanjiang Cao, Lina Yao, Le Pan, Quan Z. Sheng, Xiaojun Chang
2024	J	`jnl`	HC-LLM: Historical-Constrained Large Language Models for Radiology Report Generation. CoRR Tengfei Liu, Jiapu Wang, Yongli Hu, Mingjie Li, Junfei Yi, Xiaojun Chang, Junbin Gao, Baocai Yin
2024	A*	`conf`	In-Context Learning for Zero-shot Medical Report Generation. ACM Multimedia Rui Liu, Mingjie Li, Shen Zhao, Ling Chen, Xiaojun Chang, Lina Yao
2024	J	`jnl`	LSOTB-TIR: A Large-Scale High-Diversity Thermal Infrared Single Object Tracking Benchmark. IEEE Trans. Neural Networks Learn. Syst. Qiao Liu, Xin Li, Di Yuan, Chao Yang, Xiaojun Chang, Zhenyu He
2024	—	`conf`	Label-Anticipated Event Disentanglement for Audio-Visual Video Parsing. ECCV (10) Jinxing Zhou, Dan Guo, Yuxin Mao, Yiran Zhong, Xiaojun Chang, Meng Wang
2024	J	`jnl`	Label-anticipated Event Disentanglement for Audio-Visual Video Parsing. CoRR Jinxing Zhou, Dan Guo, Yuxin Mao, Yiran Zhong, Xiaojun Chang, Meng Wang
2024	—	`conf`	LongVLM: Efficient Long Video Understanding via Large Language Models. ECCV (33) Yuetian Weng, Mingfei Han, Haoyu He, Xiaojun Chang, Bohan Zhuang
2024	J	`jnl`	LongVLM: Efficient Long Video Understanding via Large Language Models. CoRR Yuetian Weng, Mingfei Han, Haoyu He, Xiaojun Chang, Bohan Zhuang
2024	J	`jnl`	MLP Can Be A Good Transformer Learner. CoRR Sihao Lin, Pumeng Lyu, Dongrui Liu, Tao Tang, Xiaodan Liang, Andy Song, Xiaojun Chang
2024	A*	`conf`	MLP Can Be a Good Transformer Learner. CVPR Sihao Lin, Pumeng Lyu, Dongrui Liu, Tao Tang, Xiaodan Liang, Andy Song, Xiaojun Chang
2024	A*	`conf`	Masked Distillation Advances Self-Supervised Transformer Architecture Search. ICLR Caixia Yan, Xiaojun Chang, Zhihui Li, Lina Yao, Minnan Luo, Qinghua Zheng
2024	A*	`conf`	MatchNAS: Optimizing Edge AI in Sparse-Label Data Contexts via Automating Deep Neural Network Porting for Mobile Deployment. WWW Hongtao Huang, Xiaojun Chang, Wen Hu, Lina Yao
2024	J	`jnl`	MatchNAS: Optimizing Edge AI in Sparse-Label Data Contexts via Automating Deep Neural Network Porting for Mobile Deployment. CoRR Hongtao Huang, Xiaojun Chang, Wen Hu, Lina Yao
2024	A*	`conf`	Maximum Entropy Heterogeneous-Agent Reinforcement Learning. ICLR Jiarong Liu, Yifan Zhong, Siyi Hu, Haobo Fu, Qiang Fu, Xiaojun Chang, Yaodong Yang
2024	J	`jnl`	Medical Report Generation Is A Multi-label Classification Problem. CoRR Yijian Fan, Zhenbang Yang, Rui Liu, Mingjie Li, Xiaojun Chang
2024	J	`jnl`	Mutually-Guided Hierarchical Multi-Modal Feature Learning for Referring Image Segmentation. ACM Trans. Multim. Comput. Commun. Appl. Jiachen Li, Qing Xie, Xiaojun Chang, Jinyu Xu, Yongjian Liu
2024	J	`jnl`	NRGlassNet: Glass surface detection from visible and near-infrared image pairs. Knowl. Based Syst. Tao Yan, Shufan Xu, Hao Huang, Helong Li, Lu Tan, Xiaojun Chang, Rynson W. H. Lau
2024	J	`jnl`	NavCoT: Boosting LLM-Based Vision-and-Language Navigation via Learning Disentangled Reasoning. CoRR Bingqian Lin, Yunshuang Nie, Ziming Wei, Jiaqi Chen, Shikui Ma, Jianhua Han, Hang Xu, Xiaojun Chang, Xiaodan Liang
2024	A*	`conf`	Noisy Correspondence Learning with Self-Reinforcing Errors Mitigation. AAAI Zhuohang Dang, Minnan Luo, Chengyou Jia, Guang Dai, Xiaojun Chang, Jingdong Wang
2024	J	`jnl`	Predicting Genetic Mutation from Whole Slide Images via Biomedical-Linguistic Knowledge Enhanced Multi-label Classification. CoRR Gexin Huang, Chenfei Wu, Mingjie Li, Xiaojun Chang, Ling Chen, Ying Sun, Shen Zhao, Xiaodan Liang, Liang Lin
2024	A*	`conf`	ProAgent: Building Proactive Cooperative Agents with Large Language Models. AAAI Ceyao Zhang, Kaijie Yang, Siyi Hu, Zihao Wang, Guanghe Li, Yihang Sun, Cheng Zhang, Zhaowei Zhang, Anji Liu, Song-Chun Zhu, Xiaojun Chang, Junge Zhang, Feng Yin, Yitao Liang, Yaodong Yang
2024	J	`jnl`	Progressive Frame-Proposal Mining for Weakly Supervised Video Object Detection. IEEE Trans. Image Process. Mingfei Han, Yali Wang, Mingjie Li, Xiaojun Chang, Yi Yang, Yu Qiao
2024	J	`jnl`	RealCustom++: Representing Images as Real-Word for Real-Time Customization. CoRR Zhendong Mao, Mengqi Huang, Fei Ding, Mingcong Liu, Qian He, Xiaojun Chang, Yong-Dong Zhang
2024	J	`jnl`	RoomTour3D: Geometry-Aware Video-Instruction Tuning for Embodied Navigation. CoRR Mingfei Han, Liang Ma, Kamila Zhumakhanova, Ekaterina Radionova, Jingyi Zhang, Xiaojun Chang, Xiaodan Liang, Ivan Laptev
2024	A*	`conf`	SSMG: Spatial-Semantic Map Guided Diffusion Model for Free-Form Layout-to-Image Generation. AAAI Chengyou Jia, Minnan Luo, Zhuohang Dang, Guang Dai, Xiaojun Chang, Mengmeng Wang, Jingdong Wang
2024	A*	`conf`	SWAP-NAS: Sample-Wise Activation Patterns for Ultra-fast NAS. ICLR Yameng Peng, Andy Song, Haytham M. Fayek, Vic Ciesielski, Xiaojun Chang
2024	J	`jnl`	SWAP-NAS: Sample-Wise Activation Patterns for Ultra-fast NAS. CoRR Yameng Peng, Andy Song, Haytham M. Fayek, Vic Ciesielski, Xiaojun Chang
2024	J	`jnl`	Self-Supervised Multi-Frame Neural Scene Flow. CoRR Dongrui Liu, Daqi Liu, Xueqian Li, Sihao Lin, Hongwei Xie, Bing Wang, Xiaojun Chang, Lei Chu
2024	J	`jnl`	Self-supervised discriminative model prediction for visual tracking. Neural Comput. Appl. Di Yuan, Gu Geng, Xiu Shu, Qiao Liu, Xiaojun Chang, Zhenyu He, Guangming Shi
2024	J	`jnl`	Semantics-Guided Contrastive Network for Zero-Shot Object Detection. IEEE Trans. Pattern Anal. Mach. Intell. Caixia Yan, Xiaojun Chang, Minnan Luo, Huan Liu, Xiaoqin Zhang, Qinghua Zheng
2024	J	`jnl`	Simple Primitives With Feasibility- and Contextuality-Dependence for Open-World Compositional Zero-Shot Learning. IEEE Trans. Pattern Anal. Mach. Intell. Zhe Liu, Yun Li, Lina Yao, Xiaojun Chang, Wei Fang, Xiaojun Wu, Abdulmotaleb El Saddik
2024	J	`jnl`	Sitcom-Crafter: A Plot-Driven Human Motion Generation System in 3D Scenes. CoRR Jianqi Chen, Panwen Hu, Xiaojun Chang, Zhenwei Shi, Michael Christian Kampffmeyer, Xiaodan Liang
2024	J	`jnl`	Stochastic Latent Talking Face Generation Toward Emotional Expressions and Head Poses. IEEE Trans. Circuits Syst. Video Technol. Zhicheng Sheng, Liqiang Nie, Min Zhang, Xiaojun Chang, Yan Yan
2024	J	`jnl`	StoryAgent: Customized Storytelling Video Generation via Multi-Agent Collaboration. CoRR Panwen Hu, Jin Jiang, Jianqi Chen, Mingfei Han, Shengcai Liao, Xiaojun Chang, Xiaodan Liang
2024	J	`jnl`	Teaching with Uncertainty: Unleashing the Potential of Knowledge Distillation in Object Detection. CoRR Junfei Yi, Jianxu Mao, Tengfei Liu, Mingjie Li, Hanyu Gu, Hui Zhang, Xiaojun Chang, Yaonan Wang
2024	J	`jnl`	Thermal Infrared Target Tracking: A Comprehensive Review. IEEE Trans. Instrum. Meas. Di Yuan, Haiping Zhang, Xiu Shu, Qiao Liu, Xiaojun Chang, Zhenyu He, Guangming Shi
2024	J	`jnl`	Towards Open-Vocabulary Audio-Visual Event Localization. CoRR Jinxing Zhou, Dan Guo, Ruohao Guo, Yuxin Mao, Jingjing Hu, Yiran Zhong, Xiaojun Chang, Meng Wang
2024	J	`jnl`	Two-stream Multi-level Dynamic Point Transformer for Two-person Interaction Recognition. ACM Trans. Multim. Comput. Commun. Appl. Yao Liu, Gangfeng Cui, Jiahui Luo, Xiaojun Chang, Lina Yao
2024	J	`jnl`	Unified Static and Dynamic Network: Efficient Temporal Filtering for Video Grounding. CoRR Jingjing Hu, Dan Guo, Kun Li, Zhan Si, Xun Yang, Xiaojun Chang, Meng Wang
2024	A*	`conf`	Video Recognition in Portrait Mode. CVPR Mingfei Han, Linjie Yang, Xiaojie Jin, Jiashi Feng, Xiaojun Chang, Heng Wang
2024	J	`jnl`	Visual Out-of-Distribution Detection in Open-Set Noisy Environments. Int. J. Comput. Vis. Rundong He, Zhongyi Han, Xiushan Nie, Yilong Yin, Xiaojun Chang
2024	J	`jnl`	Voice-Face Homogeneity Tells Deepfake. ACM Trans. Multim. Comput. Commun. Appl. Harry Cheng, Yangyang Guo, Tianyi Wang, Qi Li, Xiaojun Chang, Liqiang Nie
2023	A*	`conf`	3D-TOGO: Towards Text-Guided Cross-Category 3D Object Generation. AAAI Zutao Jiang, Guansong Lu, Xiaodan Liang, Jihua Zhu, Wei Zhang, Xiaojun Chang, Hang Xu
2023	J	`jnl`	A Benchmark for Cycling Close Pass Near Miss Event Detection from Video Streams. CoRR Mingjie Li, Tharindu Rathnayake, Ben Beck, Lingheng Meng, Zijue Chen, Akansel Cosgun, Xiaojun Chang, Dana Kulic
2023	J	`jnl`	A Comprehensive Survey of Scene Graphs: Generation and Application. IEEE Trans. Pattern Anal. Mach. Intell. Xiaojun Chang, Pengzhen Ren, Pengfei Xu, Zhihui Li, Xiaojiang Chen, Alex Hauptmann
2023	J	`jnl`	ALVLS: Adaptive local variances-Based levelset framework for medical images segmentation. Pattern Recognit. Xiu Shu, Yunyun Yang, Jun Liu, Xiaojun Chang, Boying Wu
2023	J	`jnl`	Adaptive Manifold Graph representation for Two-Dimensional Discriminant Projection. Knowl. Based Syst. Jinlong Qu, Xiaowei Zhao, Yun Xiao, Xiaojun Chang, Zhihui Li, Xuanhong Wang
2023	J	`jnl`	Attribute-Guided Collaborative Learning for Partial Person Re-Identification. IEEE Trans. Pattern Anal. Mach. Intell. Haoyu Zhang, Meng Liu, Yuhong Li, Ming Yan, Zan Gao, Xiaojun Chang, Liqiang Nie
2023	J	`jnl`	Attribute-Modulated Generative Meta Learning for Zero-Shot Learning. IEEE Trans. Multim. Yun Li, Zhe Liu, Lina Yao, Xiaojun Chang
2023	J	`jnl`	Auxiliary signal-guided knowledge encoder-decoder for medical report generation. World Wide Web (WWW) Mingjie Li, Rui Liu, Fuyu Wang, Xiaojun Chang, Xiaodan Liang
2023	J	`jnl`	Collaborative Contrastive Refining for Weakly Supervised Person Search. IEEE Trans. Image Process. Chengyou Jia, Minnan Luo, Caixia Yan, Linchao Zhu, Xiaojun Chang, Qinghua Zheng
2023	J	`jnl`	Convergence of least energy sign-changing solutions for logarithmic Schrödinger equations on locally finite graphs. Commun. Nonlinear Sci. Numer. Simul. Xiaojun Chang, Vicentiu D. Radulescu, Ru Wang, Duokui Yan
2023	J	`jnl`	Counterfactual Generation Framework for Few-Shot Learning. IEEE Trans. Circuits Syst. Video Technol. Zhuohang Dang, Minnan Luo, Chengyou Jia, Caixia Yan, Xiaojun Chang, Qinghua Zheng
2023	J	`jnl`	DS-Net++: Dynamic Weight Slicing for Efficient Inference in CNNs and Vision Transformers. IEEE Trans. Pattern Anal. Mach. Intell. Changlin Li, Guangrun Wang, Bing Wang, Xiaodan Liang, Zhihui Li, Xiaojun Chang
2023	J	`jnl`	Disentangled Representation Learning with Transmitted Information Bottleneck. CoRR Zhuohang Dang, Minnan Luo, Chengyou Jia, Guang Dai, Jihong Wang, Xiaojun Chang, Jingdong Wang, Qinghua Zheng
2023	J	`jnl`	Diversity-Boosted Generalization-Specialization Balancing for Zero-Shot Learning. IEEE Trans. Multim. Yun Li, Zhe Liu, Xiaojun Chang, Julian J. McAuley, Lina Yao
2023	A*	`conf`	Dynamic Graph Enhanced Contrastive Learning for Chest X-Ray Report Generation. CVPR Mingjie Li, Bingqian Lin, Zicong Chen, Haokun Lin, Xiaodan Liang, Xiaojun Chang
2023	J	`jnl`	Dynamic Graph Enhanced Contrastive Learning for Chest X-ray Report Generation. CoRR Mingjie Li, Bingqian Lin, Zicong Chen, Haokun Lin, Xiaodan Liang, Xiaojun Chang
2023	J	`jnl`	Dynamic Slimmable Denoising Network. IEEE Trans. Image Process. Zutao Jiang, Changlin Li, Xiaojun Chang, Ling Chen, Jihua Zhu, Yi Yang
2023	J	`jnl`	Egocentric Early Action Prediction via Multimodal Transformer-Based Dual Action Prediction. IEEE Trans. Circuits Syst. Video Technol. Weili Guan, Xuemeng Song, Kejie Wang, Haokun Wen, Hongda Ni, Yaowei Wang, Xiaojun Chang
2023	A*	`conf`	FULLER: Unified Multi-modality Multi-task 3D Perception via Multi-level Gradient Calibration. ICCV Zhijian Huang, Sihao Lin, Guiyu Liu, Mukun Luo, Chaoqiang Ye, Hang Xu, Xiaojun Chang, Xiaodan Liang
2023	J	`jnl`	FULLER: Unified Multi-modality Multi-task 3D Perception via Multi-level Gradient Calibration. CoRR Zhijian Huang, Sihao Lin, Guiyu Liu, Mukun Luo, Chaoqiang Ye, Hang Xu, Xiaojun Chang, Xiaodan Liang
2023	A	`conf`	Fast Evolutionary Neural Architecture Search by Contrastive Predictor with Linear Regions. GECCO Yameng Peng, Andy Song, Vic Ciesielski, Haytham M. Fayek, Xiaojun Chang
2023	J	`jnl`	Generating Action-conditioned Prompts for Open-vocabulary Video Action Recognition. CoRR Chengyou Jia, Minnan Luo, Xiaojun Chang, Zhuohang Dang, Mingfei Han, Mengmeng Wang, Guang Dai, Sizhe Dang, Jingdong Wang
2023	J	`jnl`	Guided Image-to-Image Translation by Discriminator-Generator Communication. CoRR Yuanjiang Cao, Lina Yao, Le Pan, Quan Z. Sheng, Xiaojun Chang
2023	A*	`conf`	HTML: Hybrid Temporal-scale Multimodal Learning Framework for Referring Video Object Segmentation. ICCV Mingfei Han, Yali Wang, Zhihui Li, Lina Yao, Xiaojun Chang, Yu Qiao
2023	J	`jnl`	MARLlib: A Scalable and Efficient Multi-agent Reinforcement Learning Library. J. Mach. Learn. Res. Siyi Hu, Yifan Zhong, Minquan Gao, Weixun Wang, Hao Dong, Xiaodan Liang, Zhihui Li, Xiaojun Chang, Yaodong Yang
2023	J	`jnl`	Machine learning and smart card based two-factor authentication scheme for preserving anonymity in telecare medical information system (TMIS). Neural Comput. Appl. B. B. Gupta, Varun Prajapati, Nadia Nedjah, Pandi Vijayakumar, Ahmed A. Abd El-Latif, Xiaojun Chang
2023	A*	`conf`	Mask Propagation for Efficient Video Semantic Segmentation. NeurIPS Yuetian Weng, Mingfei Han, Haoyu He, Mingjie Li, Lina Yao, Xiaojun Chang, Bohan Zhuang
2023	J	`jnl`	Mask Propagation for Efficient Video Semantic Segmentation. CoRR Yuetian Weng, Mingfei Han, Haoyu He, Mingjie Li, Lina Yao, Xiaojun Chang, Bohan Zhuang
2023	J	`jnl`	Maximum Entropy Heterogeneous-Agent Mirror Learning. CoRR Jiarong Liu, Yifan Zhong, Siyi Hu, Haobo Fu, Qiang Fu, Xiaojun Chang, Yaodong Yang
2023	J	`jnl`	MuL-GRN: Multi-Level Graph Relation Network for Few-Shot Node Classification. IEEE Trans. Knowl. Data Eng. Lingling Zhang, Shaowei Wang, Jun Liu, Xiaojun Chang, Qika Lin, Yaqiang Wu, Qinghua Zheng
2023	J	`jnl`	Multiview Latent Structure Learning: Local structure-guided cross-view discriminant analysis. Knowl. Based Syst. Mei Shi, Xiaowei Zhao, Xiaoyan Yin, Xiaojun Chang, Fan Niu, Jun Guo
2023	—	`conf`	No Token Left Behind: Efficient Vision Transformer via Dynamic Token Idling. AI (1) Xuwei Xu, Changlin Li, Yudong Chen, Xiaojun Chang, Jiajun Liu, Sen Wang
2023	J	`jnl`	No Token Left Behind: Efficient Vision Transformer via Dynamic Token Idling. CoRR Xuwei Xu, Changlin Li, Yudong Chen, Xiaojun Chang, Jiajun Liu, Sen Wang
2023	J	`jnl`	Noisy Correspondence Learning with Self-Reinforcing Errors Mitigation. CoRR Zhuohang Dang, Minnan Luo, Chengyou Jia, Guang Dai, Xiaojun Chang, Jingdong Wang
2023	J	`jnl`	Normalized ground states of nonlinear biharmonic Schrödinger equations with Sobolev critical growth and combined nonlinearities. Appl. Math. Lett. Zhouji Ma, Xiaojun Chang
2023	J	`jnl`	PRE-NAS: Evolutionary Neural Architecture Search With Predictor. IEEE Trans. Evol. Comput. Yameng Peng, Andy Song, Vic Ciesielski, Haytham M. Fayek, Xiaojun Chang
2023	J	`jnl`	PSDiff: Diffusion Model for Person Search with Iterative and Collaborative Refinement. CoRR Chengyou Jia, Minnan Luo, Zhuohang Dang, Guang Dai, Xiaojun Chang, Jingdong Wang, Qinghua Zheng
2023	J	`jnl`	ProAgent: Building Proactive Cooperative AI with Large Language Models. CoRR Ceyao Zhang, Kaijie Yang, Siyi Hu, Zihao Wang, Guanghe Li, Yihang Sun, Cheng Zhang, Zhaowei Zhang, Anji Liu, Song-Chun Zhu, Xiaojun Chang, Junge Zhang, Feng Yin, Yitao Liang, Yaodong Yang
2023	A	`conf`	RASNet: A Reinforcement Assistant Network for Frame Selection in Video-based Posture Recognition. ICME Ruotong Hu, Xianzhi Wang, Xiaojun Chang, Yeqi Hu, Xiaowei Xin, Xiangqian Ding, Baoqi Guo
2023	J	`jnl`	RPMG-FSS: Robust Prior Mask Guided Few-Shot Semantic Segmentation. IEEE Trans. Circuits Syst. Video Technol. Lingling Zhang, Xinyu Zhang, Qianying Wang, Wenjun Wu, Xiaojun Chang, Jun Liu
2023	J	`jnl`	Random Reconstructed Unpaired Image-to-Image Translation. IEEE Trans. Ind. Informatics Xiaoqin Zhang, Chen-Xiang Fan, Zhiheng Xiao, Li Zhao, Huiling Chen, Xiaojun Chang
2023	J	`jnl`	SSMG: Spatial-Semantic Map Guided Diffusion Model for Free-form Layout-to-Image Generation. CoRR Chengyou Jia, Minnan Luo, Zhuohang Dang, Guang Dai, Xiaojun Chang, Mengmeng Wang, Jingdong Wang
2023	J	`jnl`	Shot2Story20K: A New Benchmark for Comprehensive Understanding of Multi-shot Videos. CoRR Mingfei Han, Linjie Yang, Xiaojun Chang, Heng Wang
2023	J	`jnl`	TN-ZSTAD: Transferable Network for Zero-Shot Temporal Activity Detection. IEEE Trans. Pattern Anal. Mach. Intell. Lingling Zhang, Xiaojun Chang, Jun Liu, Minnan Luo, Zhihui Li, Lina Yao, Alex Hauptmann
2023	J	`jnl`	The Effect of Facial Perception and Academic Performance on Social Centrality. IEEE Trans. Comput. Soc. Syst. Dongyu Zhang, Ciyuan Peng, Xiaojun Chang, Feng Xia
2023	J	`jnl`	Toward the Automated Construction of Probabilistic Knowledge Graphs for the Maritime Domain. CoRR Fatemeh Shiri, Teresa Wang, Shirui Pan, Xiaojun Chang, Yuan-Fang Li, Reza Haffari, Van Nguyen, Shuang Yu
2023	J	`jnl`	Towards Medical Artificial General Intelligence via Knowledge-Enhanced Multimodal Pretraining. CoRR Bingqian Lin, Zicong Chen, Mingjie Li, Haokun Lin, Hang Xu, Yi Zhu, Jianzhuang Liu, Wenjia Cai, Lei Yang, Shen Zhao, Chenfei Wu, Ling Chen, Xiaojun Chang, Yi Yang, Lei Xing, Xiaodan Liang
2023	Misc	`conf`	Towards Real-Time Person Search with Invariant Feature Learning. ICASSP Chengyou Jia, Minnan Luo, Zhuohang Dang, Xiaojun Chang, Qinghua Zheng
2023	J	`jnl`	Two-stream Multi-level Dynamic Point Transformer for Two-person Interaction Recognition. CoRR Yao Liu, Gangfeng Cui, Jiahui Luo, Lina Yao, Xiaojun Chang
2023	B	`conf`	USURP: Universal Single-Source Adversarial Perturbations on Multimodal Emotion Recognition. ICIP Yin Yin Low, Raphaël C.-W. Phan, Arghya Pal, Xiaojun Chang
2023	J	`jnl`	Unsupervised Adaptive Feature Selection With Binary Hashing. IEEE Trans. Image Process. Dan Shi, Lei Zhu, Jingjing Li, Zheng Zhang, Xiaojun Chang
2023	—	`conf`	ViLPAct: A Benchmark for Compositional Generalization on Multimodal Human Activities. EACL (Findings) Terry Yue Zhuo, Yaqing Liao, Yuecheng Lei, Lizhen Qu, Gerard de Melo, Xiaojun Chang, Yazhou Ren, Zenglin Xu
2023	J	`jnl`	Video Pivoting Unsupervised Multi-Modal Machine Translation. IEEE Trans. Pattern Anal. Mach. Intell. Mingjie Li, Po-Yao Huang, Xiaojun Chang, Junjie Hu, Yi Yang, Alex Hauptmann
2023	J	`jnl`	Video Recognition in Portrait Mode. CoRR Mingfei Han, Linjie Yang, Xiaojie Jin, Jiashi Feng, Xiaojun Chang, Heng Wang
2023	A*	`conf`	ViewCo: Discovering Text-Supervised Segmentation Masks via Multi-View Semantic Consistency. ICLR Pengzhen Ren, Changlin Li, Hang Xu, Yi Zhu, Guangrun Wang, Jianzhuang Liu, Xiaojun Chang, Xiaodan Liang
2023	J	`jnl`	ViewCo: Discovering Text-Supervised Segmentation Masks via Multi-View Semantic Consistency. CoRR Pengzhen Ren, Changlin Li, Hang Xu, Yi Zhu, Guangrun Wang, Jianzhuang Liu, Xiaojun Chang, Xiaodan Liang
2023	A*	`conf`	Vision Language Navigation with Knowledge-driven Environmental Dreamer. IJCAI Fengda Zhu, Vincent CS Lee, Xiaojun Chang, Xiaodan Liang
2023	J	`jnl`	When Object Detection Meets Knowledge Distillation: A Survey. IEEE Trans. Pattern Anal. Mach. Intell. Zhihui Li, Pengfei Xu, Xiaojun Chang, Luyao Yang, Yuanyuan Zhang, Lina Yao, Xiaojiang Chen
2023	J	`jnl`	Zero-Shot Camouflaged Object Detection. IEEE Trans. Image Process. Haoran Li, Chun-Mei Feng, Yong Xu, Tao Zhou, Lina Yao, Xiaojun Chang
2022	J	`jnl`	3D-TOGO: Towards Text-Guided Cross-Category 3D Object Generation. CoRR Zutao Jiang, Guansong Lu, Xiaodan Liang, Jihua Zhu, Wei Zhang, Xiaojun Chang, Hang Xu
2022	J	`jnl`	A Comprehensive Survey of Neural Architecture Search: Challenges and Solutions. ACM Comput. Surv. Pengzhen Ren, Yun Xiao, Xiaojun Chang, Poyao Huang, Zhihui Li, Xiaojiang Chen, Xin Wang
2022	J	`jnl`	A Survey of Deep Active Learning. ACM Comput. Surv. Pengzhen Ren, Yun Xiao, Xiaojun Chang, Po-Yao Huang, Zhihui Li, Brij B. Gupta, Xiaojiang Chen, Xin Wang
2022	J	`jnl`	Accurate bounding-box regression with distance-IoU loss for visual tracking. J. Vis. Commun. Image Represent. Di Yuan, Xiu Shu, Nana Fan, Xiaojun Chang, Qiao Liu, Zhenyu He
2022	Misc	`conf`	AdverFacial: Privacy-Preserving Universal Adversarial Perturbation Against Facial Micro-Expression Leakages. ICASSP Yin Yin Low, Angeline Tanvy, Raphaël C.-W. Phan, Xiaojun Chang
2022	—	`conf`	An Efficient Spatio-Temporal Pyramid Transformer for Action Detection. ECCV (34) Yuetian Weng, Zizheng Pan, Mingfei Han, Xiaojun Chang, Bohan Zhuang
2022	J	`jnl`	An Efficient Spatio-Temporal Pyramid Transformer for Action Detection. CoRR Yuetian Weng, Zizheng Pan, Mingfei Han, Xiaojun Chang, Bohan Zhuang
2022	J	`jnl`	An Entropy-Guided Reinforced Partial Convolutional Network for Zero-Shot Learning. IEEE Trans. Circuits Syst. Video Technol. Yun Li, Zhe Liu, Lina Yao, Xianzhi Wang, Julian J. McAuley, Xiaojun Chang
2022	J	`jnl`	Anchor-based crowd formation transformation. Comput. Animat. Virtual Worlds Yihao Li, Tianyu Huang, Yifan Liu, Xiaojun Chang, Gangyi Ding
2022	J	`jnl`	Artificial intelligence empowered emails classifier for Internet of Things based systems in industry 4.0. Wirel. Networks Brij B. Gupta, Aakanksha Tewari, Ivan Cvitic, Dragan Perakovic, Xiaojun Chang
2022	J	`jnl`	Auto-FSL: Searching the Attribute Consistent Network for Few-Shot Learning. IEEE Trans. Circuits Syst. Video Technol. Lingling Zhang, Shaowei Wang, Xiaojun Chang, Jun Liu, Zongyuan Ge, Qinghua Zheng
2022	A*	`conf`	Automated Progressive Learning for Efficient Training of Vision Transformers. CVPR Changlin Li, Bohan Zhuang, Guangrun Wang, Xiaodan Liang, Xiaojun Chang, Yi Yang
2022	J	`jnl`	Automated Progressive Learning for Efficient Training of Vision Transformers. CoRR Changlin Li, Bohan Zhuang, Guangrun Wang, Xiaodan Liang, Xiaojun Chang, Yi Yang
2022	A*	`conf`	BaLeNAS: Differentiable Architecture Search via the Bayesian Learning Rule. CVPR Miao Zhang, Shirui Pan, Xiaojun Chang, Steven Su, Jilin Hu, Gholamreza Haffari, Bin Yang
2022	J	`jnl`	Balancing Generalization and Specialization in Zero-shot Learning. CoRR Yun Li, Zhe Liu, Lina Yao, Xiaojun Chang
2022	A*	`conf`	Beyond Fixation: Dynamic Window Visual Transformer. CVPR Pengzhen Ren, Changlin Li, Guangrun Wang, Yun Xiao, Qing Du, Xiaodan Liang, Xiaojun Chang
2022	J	`jnl`	Beyond Fixation: Dynamic Window Visual Transformer. CoRR Pengzhen Ren, Changlin Li, Guangrun Wang, Yun Xiao, Qing Du, Xiaodan Liang, Xiaojun Chang
2022	A*	`conf`	Bi-directional Heterogeneous Graph Hashing towards Efficient Outfit Recommendation. ACM Multimedia Weili Guan, Xuemeng Song, Haoyu Zhang, Meng Liu, Chung-Hsing Yeh, Xiaojun Chang
2022	J	`jnl`	CGUA: Context-Guided and Unpaired-Assisted Weakly Supervised Person Search. CoRR Chengyou Jia, Minnan Luo, Caixia Yan, Xiaojun Chang, Qinghua Zheng
2022	A*	`conf`	Cross-modal Clinical Graph Transformer for Ophthalmic Report Generation. CVPR Mingjie Li, Wenjia Cai, Karin Verspoor, Shirui Pan, Xiaodan Liang, Xiaojun Chang
2022	J	`jnl`	Cross-modal Clinical Graph Transformer for Ophthalmic Report Generation. CoRR Mingjie Li, Wenjia Cai, Karin Verspoor, Shirui Pan, Xiaodan Liang, Xiaojun Chang
2022	J	`jnl`	Deep Discrete Cross-Modal Hashing with Multiple Supervision. Neurocomputing En Yu, Jianhua Ma, Jiande Sun, Xiaojun Chang, Huaxiang Zhang, Alexander G. Hauptmann
2022	J	`jnl`	Deepfake Detection: A Comprehensive Study from the Reliability Perspective. CoRR Tianyi Wang, Kam-Pui Chow, Xiaojun Chang, Yinglong Wang
2022	J	`jnl`	Deformable attention-oriented feature pyramid network for semantic segmentation. Knowl. Based Syst. Lei Lu, Yun Xiao, Xiaojun Chang, Xuanhong Wang, Pengzhen Ren, Zhe Ren
2022	J	`jnl`	Discrete Fusion Adversarial Hashing for cross-modal retrieval. Knowl. Based Syst. Jing Li, En Yu, Jianhua Ma, Xiaojun Chang, Huaxiang Zhang, Jiande Sun
2022	—	`conf`	Domain Adaptive Nuclei Instance Segmentation and Classification via Category-Aware Feature Alignment and Pseudo-Labelling. MICCAI (8) Canran Li, Dongnan Liu, Haoran Li, Zheng Zhang, Guangming Lu, Xiaojun Chang, Weidong Cai
2022	J	`jnl`	Domain Adaptive Nuclei Instance Segmentation and Classification via Category-aware Feature Alignment and Pseudo-labelling. CoRR Canran Li, Dongnan Liu, Haoran Li, Zheng Zhang, Guangming Lu, Xiaojun Chang, Weidong Cai
2022	J	`jnl`	Dual Interactive Graph Convolutional Networks for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. Sheng Wan, Shirui Pan, Ping Zhong, Xiaojun Chang, Jian Yang, Chen Gong
2022	A*	`conf`	Dual-AI: Dual-path Actor Interaction Learning for Group Activity Recognition. CVPR Mingfei Han, David Junhao Zhang, Yali Wang, Rui Yan, Lina Yao, Xiaojun Chang, Yu Qiao
2022	J	`jnl`	Dual-AI: Dual-path Actor Interaction Learning for Group Activity Recognition. CoRR Mingfei Han, David Junhao Zhang, Yali Wang, Rui Yan, Lina Yao, Xiaojun Chang, Yu Qiao
2022	J	`jnl`	Editorial paper for Pattern Recognition Letters VSI on cross model understanding for visual question answering. Pattern Recognit. Lett. Shaohua Wan, Zan Gao, Hanwang Zhang, Xiaojun Chang, Chen Chen, Anastasios Tefas
2022	J	`jnl`	Editorial paper for pattern recognition letters VSI on multi-view representation learning and multi-modal information representation. Pattern Recognit. Lett. Dan Song, Wenshu Zhang, Tongwei Ren, Xiaojun Chang
2022	A*	`conf`	Empowerment-driven Policy Gradient Learning with Counterfactual Augmentation in Recommender Systems. ICDM Xiaocong Chen, Lina Yao, Xiaojun Chang, Siyu Wang
2022	J	`jnl`	Exploring Inter-Channel Correlation for Diversity-preserved KnowledgeDistillation. CoRR Li Liu, Qingle Huang, Sihao Lin, Hongwei Xie, Bing Wang, Xiaojun Chang, Xiaodan Liang
2022	J	`jnl`	Generalizable Memory-driven Transformer for Multivariate Long Sequence Time-series Forecasting. CoRR Mingjie Li, Xiaoyun Zhao, Rui Liu, Changlin Li, Xiaohan Wang, Xiaojun Chang
2022	J	`jnl`	Graph convolutional networks in language and vision: A survey. Knowl. Based Syst. Haotian Ren, Wei Lu, Yun Xiao, Xiaojun Chang, Xuanhong Wang, Zhiqiang Dong, Dingyi Fang
2022	J	`jnl`	HCDC-SRCF tracker: Learning an adaptively multi-feature fuse tracker in spatial regularized correlation filters framework. Knowl. Based Syst. Bing Liu, Xiaojun Chang, Di Yuan, Yong Yang
2022	J	`jnl`	Interpolation graph convolutional network for 3D point cloud analysis. Int. J. Intell. Syst. Yao Liu, Lina Yao, Binghao Li, Claude Sammut, Xiaojun Chang
2022	A*	`conf`	Knowledge Distillation via the Target-aware Transformer. CVPR Sihao Lin, Hongwei Xie, Bing Wang, Kaicheng Yu, Xiaojun Chang, Xiaodan Liang, Gang Wang
2022	J	`jnl`	Knowledge Distillation via the Target-aware Transformer. CoRR Sihao Lin, Hongwei Xie, Bing Wang, Kaicheng Yu, Xiaojun Chang, Xiaodan Liang, Gang Wang
2022	J	`jnl`	Learning Adaptive Spatial-Temporal Context-Aware Correlation Filters for UAV Tracking. ACM Trans. Multim. Comput. Commun. Appl. Di Yuan, Xiaojun Chang, Zhihui Li, Zhenyu He
2022	J	`jnl`	Learning Self-Regularized Adversarial Views for Self-Supervised Vision Transformers. CoRR Tao Tang, Changlin Li, Guangrun Wang, Kaicheng Yu, Xiaojun Chang, Xiaodan Liang
2022	A*	`conf`	Locality-Sensitive State-Guided Experience Replay Optimization for Sparse Rewards in Online Recommendation. SIGIR Xiaocong Chen, Lina Yao, Julian J. McAuley, Weili Guan, Xiaojun Chang, Xianzhi Wang
2022	J	`jnl`	MARLlib: Extending RLlib for Multi-agent Reinforcement Learning. CoRR Siyi Hu, Yifan Zhong, Minquan Gao, Weixun Wang, Hao Dong, Zhihui Li, Xiaodan Liang, Xiaojun Chang, Yaodong Yang
2022	A*	`conf`	PAR: Political Actor Representation Learning with Social Context and Expert Knowledge. EMNLP Shangbin Feng, Zhaoxuan Tan, Zilong Chen, Ningnan Wang, Peisheng Yu, Qinghua Zheng, Xiaojun Chang, Minnan Luo
2022	J	`jnl`	PAR: Political Actor Representation Learning with Social Context and Expert Knowledge. CoRR Shangbin Feng, Zhaoxuan Tan, Zilong Chen, Ningnan Wang, Peisheng Yu, Qinghua Zheng, Xiaojun Chang, Minnan Luo
2022	J	`jnl`	PRE-NAS: Predictor-assisted Evolutionary Neural Architecture Search. CoRR Yameng Peng, Andy Song, Vic Ciesielski, Haytham M. Fayek, Xiaojun Chang
2022	A	`conf`	PRE-NAS: predictor-assisted evolutionary neural architecture search. GECCO Yameng Peng, Andy Song, Vic Ciesielski, Haytham M. Fayek, Xiaojun Chang
2022	J	`jnl`	Partially Supervised Compatibility Modeling. IEEE Trans. Image Process. Weili Guan, Haokun Wen, Xuemeng Song, Chun Wang, Chung-Hsing Yeh, Xiaojun Chang, Liqiang Nie
2022	A*	`conf`	Personalized Fashion Compatibility Modeling via Metapath-guided Heterogeneous Graph Learning. SIGIR Weili Guan, Fangkai Jiao, Xuemeng Song, Haokun Wen, Chung-Hsing Yeh, Xiaojun Chang
2022	A*	`conf`	Policy Diagnosis via Measuring Role Diversity in Cooperative Multi-agent RL. ICML Siyi Hu, Chuanlong Xie, Xiaodan Liang, Xiaojun Chang
2022	J	`jnl`	Policy Diagnosis via Measuring Role Diversity in Cooperative Multi-agent RL. CoRR Siyi Hu, Chuanlong Xie, Xiaodan Liang, Xiaojun Chang
2022	J	`jnl`	Prompt-driven efficient Open-set Semi-supervised Learning. CoRR Haoran Li, Chun-Mei Feng, Tao Zhou, Yong Xu, Xiaojun Chang
2022	J	`jnl`	Pruning graph neural networks by evaluating edge properties. Knowl. Based Syst. Li Wang, Wei Huang, Miao Zhang, Shirui Pan, Xiaojun Chang, Steven Weidong Su
2022	A*	`conf`	Self-Supervised Global-Local Structure Modeling for Point Cloud Domain Adaptation with Reliable Voted Pseudo Labels. CVPR Hehe Fan, Xiaojun Chang, Wanyue Zhang, Yi Cheng, Ying Sun, Mohan S. Kankanhalli
2022	J	`jnl`	Simple Primitives with Feasibility- and Contextuality-Dependence for Open-World Compositional Zero-shot Learning. CoRR Zhe Liu, Yun Li, Lina Yao, Xiaojun Chang, Wei Fang, Xiaojun Wu, Yi Yang
2022	J	`jnl`	Smart defense against distributed Denial of service attack in IoT networks using supervised learning classifiers. Comput. Electr. Eng. B. B. Gupta, Pooja Chaudhary, Xiaojun Chang, Nadia Nedjah
2022	J	`jnl`	Towards Explanation for Unsupervised Graph-Level Representation Learning. CoRR Qinghua Zheng, Jihong Wang, Minnan Luo, Yaoliang Yu, Jundong Li, Lina Yao, Xiaojun Chang
2022	J	`jnl`	ViLPAct: A Benchmark for Compositional Generalization on Multimodal Human Activities. CoRR Terry Yue Zhuo, Yaqing Liao, Yuecheng Lei, Lizhen Qu, Gerard de Melo, Xiaojun Chang, Yazhou Ren, Zenglin Xu
2022	J	`jnl`	Vision transformers for dense prediction: A survey. Knowl. Based Syst. Shuangquan Zuo, Yun Xiao, Xiaojun Chang, Xuanhong Wang
2022	J	`jnl`	ZeroNAS: Differentiable Generative Adversarial Networks Search for Zero-Shot Learning. IEEE Trans. Pattern Anal. Mach. Intell. Caixia Yan, Xiaojun Chang, Zhihui Li, Weili Guan, Zongyuan Ge, Lei Zhu, Qinghua Zheng
2021	Misc	`conf`	A Generative Deep Learning Approach for Forensic Facial Reconstruction. DICTA Mitchell Hargreaves, David Ting, Stephen Bajan, Kamron Bhavnagri, Richard Bassed, Xiaojun Chang
2021	J	`jnl`	A novel approach for phishing URLs detection using lexical based machine learning in a real-time environment. Comput. Commun. Brij B. Gupta, Krishna Yadav, Imran Razzak, Konstantinos E. Psannis, Arcangelo Castiglione, Xiaojun Chang
2021	J	`jnl`	Active Learning for Deep Visual Tracking. CoRR Di Yuan, Xiaojun Chang, Qiao Liu, Dehua Wang, Zhenyu He
2021	J	`jnl`	An Entropy-guided Reinforced Partial Convolutional Network for Zero-Shot Learning. CoRR Yun Li, Zhe Liu, Lina Yao, Xianzhi Wang, Julian J. McAuley, Xiaojun Chang
2021	J	`jnl`	BaLeNAS: Differentiable Architecture Search via the Bayesian Learning Rule. CoRR Miao Zhang, Jilin Hu, Steven Su, Shirui Pan, Xiaojun Chang, Bin Yang, Gholamreza Haffari
2021	A*	`conf`	BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture Search. ICCV Changlin Li, Tao Tang, Guangrun Wang, Jiefeng Peng, Bing Wang, Xiaodan Liang, Xiaojun Chang
2021	J	`jnl`	BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture Search. CoRR Changlin Li, Tao Tang, Guangrun Wang, Jiefeng Peng, Bing Wang, Xiaodan Liang, Xiaojun Chang
2021	J	`jnl`	CS-GAN: Cross-Structure Generative Adversarial Networks for Chinese calligraphy translation. Knowl. Based Syst. Yun Xiao, Wenlong Lei, Lei Lu, Xiaojun Chang, Xia Zheng, Xiaojiang Chen
2021	J	`jnl`	Cooperation Learning From Multiple Social Networks: Consistent and Complementary Perspectives. IEEE Trans. Cybern. Weili Guan, Xuemeng Song, Tian Gan, Junyu Lin, Xiaojun Chang, Liqiang Nie
2021	J	`jnl`	Correlation filters with adaptive convolution response fusion for object tracking. Knowl. Based Syst. Lanlan Yang, Chuihan Kong, Xiaojun Chang, Sicong Zhao, Yang Cao, Shunli Zhang
2021	J	`jnl`	DS-Net++: Dynamic Weight Slicing for Efficient Inference in CNNs and Transformers. CoRR Changlin Li, Guangrun Wang, Bing Wang, Xiaodan Liang, Zhihui Li, Xiaojun Chang
2021	J	`jnl`	Deep Learning for Embodied Vision Navigation: A Survey. CoRR Fengda Zhu, Yi Zhu, Xiaodan Liang, Xiaojun Chang
2021	J	`jnl`	Differentiable Architecture Search Without Training Nor Labels: A Pruning Perspective. CoRR Miao Zhang, Steven W. Su, Shirui Pan, Xiaojun Chang, Wei Huang, Gholamreza Haffari
2021	J	`jnl`	Dynamic Slimmable Denoising Network. CoRR Zutao Jiang, Changlin Li, Xiaojun Chang, Jihua Zhu, Yi Yang
2021	A*	`conf`	Dynamic Slimmable Network. CVPR Changlin Li, Guangrun Wang, Bing Wang, Xiaodan Liang, Zhihui Li, Xiaojun Chang
2021	J	`jnl`	Dynamic Slimmable Network. CoRR Changlin Li, Guangrun Wang, Bing Wang, Xiaodan Liang, Zhihui Li, Xiaojun Chang
2021	A*	`conf`	Exploring Inter-Channel Correlation for Diversity-preserved Knowledge Distillation. ICCV Li Liu, Qingle Huang, Sihao Lin, Hongwei Xie, Bing Wang, Xiaojun Chang, Xiaodan Liang
2021	—	`conf`	FFA-IR: Towards an Explainable and Reliable Medical Report Generation Benchmark. NeurIPS Datasets and Benchmarks Mingjie Li, Wenjia Cai, Rui Liu, Yuetian Weng, Xiaoyun Zhao, Cong Wang, Xin Chen, Zhong Liu, Caineng Pan, Mengke Li, Yingfeng Zheng, Yizhi Liu, Flora D. Salim, Karin Verspoor, Xiaodan Liang, Xiaojun Chang
2021	J	`jnl`	Ground states of a class of gradient systems of Choquard type with general nonlinearity. Appl. Math. Lett. Wei Sun, Xiaojun Chang
2021	J	`jnl`	IEEE Access Special Section Editorial: Big Data Learning and Discovery. IEEE Access Zhongke Gao, An-An Liu, Yanhui Wang, Michael Small, Xiaojun Chang, Jürgen Kurths
2021	J	`jnl`	Introduction to the Special Issue on Fine-grained Visual Computing. ACM Trans. Multim. Comput. Commun. Appl. Shaohua Wan, Zan Gao, Hanwang Zhang, Xiaojun Chang
2021	A*	`conf`	Multimodal Compatibility Modeling via Exploring the Consistent and Complementary Correlations. ACM Multimedia Weili Guan, Haokun Wen, Xuemeng Song, Chung-Hsing Yeh, Xiaojun Chang, Liqiang Nie
2021	J	`jnl`	NAS-TC: Neural Architecture Search on Temporal Convolutions for Complex Action Recognition. CoRR Pengzhen Ren, Gang Xiao, Xiaojun Chang, Yun Xiao, Zhihui Li, Xiaojiang Chen
2021	J	`jnl`	One-Shot Neural Architecture Search: Maximising Diversity to Overcome Catastrophic Forgetting. IEEE Trans. Pattern Anal. Mach. Intell. Miao Zhang, Huiqi Li, Shirui Pan, Xiaojun Chang, Chuan Zhou, Zongyuan Ge, Steven Weidong Su
2021	A*	`conf`	Person Search Challenges and Solutions: A Survey. IJCAI Xiangtan Lin, Pengzhen Ren, Yun Xiao, Xiaojun Chang, Alex Hauptmann
2021	J	`jnl`	Person Search Challenges and Solutions: A Survey. CoRR Xiangtan Lin, Pengzhen Ren, Yun Xiao, Xiaojun Chang, Alex Hauptmann
2021	J	`jnl`	Reliable Shot Identification for Complex Event Detection via Visual-Semantic Embedding. CoRR Minnan Luo, Xiaojun Chang, Chen Gong
2021	J	`jnl`	Reliable shot identification for complex event detection via visual-semantic embedding. Comput. Vis. Image Underst. Minnan Luo, Xiaojun Chang, Chen Gong
2021	A*	`conf`	SOON: Scenario Oriented Object Navigation With Graph-Based Exploration. CVPR Fengda Zhu, Xiwen Liang, Yi Zhu, Qizhi Yu, Xiaojun Chang, Xiaodan Liang
2021	J	`jnl`	SOON: Scenario Oriented Object Navigation with Graph-based Exploration. CoRR Fengda Zhu, Xiwen Liang, Yi Zhu, Xiaojun Chang, Xiaodan Liang
2021	J	`jnl`	Scene Graphs: A Survey of Generations and Applications. CoRR Xiaojun Chang, Pengzhen Ren, Pengfei Xu, Zhihui Li, Xiaojiang Chen, Alex Hauptmann
2021	J	`jnl`	Self-Supervised Deep Correlation Tracking. IEEE Trans. Image Process. Di Yuan, Xiaojun Chang, Po-Yao Huang, Qiao Liu, Zhenyu He
2021	J	`jnl`	Self-weighted Robust LDA for Multiclass Classification with Edge Classes. ACM Trans. Intell. Syst. Technol. Caixia Yan, Xiaojun Chang, Minnan Luo, Qinghua Zheng, Xiaoqin Zhang, Zhihui Li, Feiping Nie
2021	J	`jnl`	Semantic-Driven Interpretable Deep Multi-Modal Hashing for Large-Scale Multimedia Retrieval. IEEE Trans. Multim. Xu Lu, Li Liu, Liqiang Nie, Xiaojun Chang, Huaxiang Zhang
2021	J	`jnl`	Semantics-Guided Contrastive Network for Zero-Shot Object detection. CoRR Caixia Yan, Xiaojun Chang, Minnan Luo, Huan Liu, Xiaoqin Zhang, Qinghua Zheng
2021	J	`jnl`	Signature-Graph Networks. CoRR Ali Hamdi, Flora D. Salim, Du Yong Kim, Xiaojun Chang
2021	C	`conf`	Toward the Automated Construction of Probabilistic Knowledge Graphs for the Maritime Domain. FUSION Fatemeh Shiri, Teresa Wang, Shirui Pan, Xiaojun Chang, Yuan-Fang Li, Reza Haffari, Van Nguyen, Shuang Yu
2021	—	`conf`	Transformer Based Multi-Agent Framework. ICME Workshops Siyi Hu, Fengda Zhu, Xiaojun Chang, Xiaodan Liang
2021	A*	`conf`	UPDeT: Universal Multi-agent RL via Policy Decoupling with Transformers. ICLR Siyi Hu, Fengda Zhu, Xiaojun Chang, Xiaodan Liang
2021	J	`jnl`	UPDeT: Universal Multi-agent Reinforcement Learning via Policy Decoupling with Transformers. CoRR Siyi Hu, Fengda Zhu, Xiaojun Chang, Xiaodan Liang
2021	J	`jnl`	Unsupervised Person Re-Identification: A Systematic Survey of Challenges and Solutions. CoRR Xiangtan Lin, Pengzhen Ren, Chung-Hsing Yeh, Lina Yao, Andy Song, Xiaojun Chang
2021	A*	`conf`	Vision-Language Navigation with Random Environmental Mixup. ICCV Chong Liu, Fengda Zhu, Xiaojun Chang, Xiaodan Liang, Zongyuan Ge, Yi-Dong Shen
2021	J	`jnl`	Vision-Language Navigation with Random Environmental Mixup. CoRR Chong Liu, Fengda Zhu, Xiaojun Chang, Xiaodan Liang, Yi-Dong Shen
2021	A*	`conf`	iDARTS: Differentiable Architecture Search with Stochastic Implicit Gradients. ICML Miao Zhang, Steven W. Su, Shirui Pan, Xiaojun Chang, M. Ehsan Abbasnejad, Reza Haffari
2021	J	`jnl`	iDARTS: Differentiable Architecture Search with Stochastic Implicit Gradients. CoRR Miao Zhang, Steven W. Su, Shirui Pan, Xiaojun Chang, Ehsan Abbasnejad, Reza Haffari
2020	J	`jnl`	A Comprehensive Survey of Neural Architecture Search: Challenges and Solutions. CoRR Pengzhen Ren, Yun Xiao, Xiaojun Chang, Po-Yao Huang, Zhihui Li, Xiaojiang Chen, Xin Wang
2020	J	`jnl`	A Semisupervised Recurrent Convolutional Attention Model for Human Activity Recognition. IEEE Trans. Neural Networks Learn. Syst. Kaixuan Chen, Lina Yao, Dalin Zhang, Xianzhi Wang, Xiaojun Chang, Feiping Nie
2020	J	`jnl`	A Survey of Deep Active Learning. CoRR Pengzhen Ren, Yun Xiao, Xiaojun Chang, Po-Yao Huang, Zhihui Li, Xiaojiang Chen, Xin Wang
2020	J	`jnl`	Accurate Bounding-box Regression with Distance-IoU Loss for Visual Tracking. CoRR Di Yuan, Xiaojun Chang, Zhenyu He
2020	—	`conf`	Argus: Efficient Activity Detection System for Extended Video Analysis. WACV Workshops Wenhe Liu, Guoliang Kang, Po-Yao Huang, Xiaojun Chang, Lijun Yu, Yijun Qian, Junwei Liang, Liangke Gui, Jing Wen, Peng Chen, Alexander G. Hauptmann
2020	J	`jnl`	Automated Diagnosis of Pathological Brain Using Fast Curvelet Entropy Features. IEEE Trans. Sustain. Comput. Deepak Ranjan Nayak, Ratnakar Dash, Xiaojun Chang, Banshidhar Majhi, Sambit Bakshi
2020	J	`jnl`	Auxiliary Signal-Guided Knowledge Encoder-Decoder for Medical Report Generation. CoRR Mingjie Li, Fuyu Wang, Xiaojun Chang, Xiaodan Liang
2020	A*	`conf`	Block-Wisely Supervised Neural Architecture Search With Knowledge Distillation. CVPR Changlin Li, Jiefeng Peng, Liuchun Yuan, Guangrun Wang, Xiaodan Liang, Liang Lin, Xiaojun Chang
2020	A*	`conf`	Connecting the Dots: Multivariate Time Series Forecasting with Graph Neural Networks. KDD Zonghan Wu, Shirui Pan, Guodong Long, Jing Jiang, Xiaojun Chang, Chengqi Zhang
2020	J	`jnl`	Connecting the Dots: Multivariate Time Series Forecasting with Graph Neural Networks. CoRR Zonghan Wu, Shirui Pan, Guodong Long, Jing Jiang, Xiaojun Chang, Chengqi Zhang
2020	J	`jnl`	Deep Top-$k$ Ranking for Image-Sentence Matching. IEEE Trans. Multim. Lingling Zhang, Minnan Luo, Jun Liu, Xiaojun Chang, Yi Yang, Alexander G. Hauptmann
2020	A*	`conf`	Differentiable Neural Architecture Search in Equivalent Space with Exploration Enhancement. NeurIPS Miao Zhang, Huiqi Li, Shirui Pan, Xiaojun Chang, Zongyuan Ge, Steven W. Su
2020	J	`jnl`	Few-shot activity recognition with cross-modal memory network. Pattern Recognit. Lingling Zhang, Xiaojun Chang, Jun Liu, Minnan Luo, Mahesh Prakash, Alexander G. Hauptmann
2020	B	`conf`	Forward and Backward Multimodal NMT for Improved Monolingual and Multilingual Cross-Modal Retrieval. ICMR Po-Yao Huang, Xiaojun Chang, Alexander G. Hauptmann, Eduard H. Hovy
2020	A*	`conf`	Grounding Visual Concepts for Zero-Shot Event Detection and Event Captioning. KDD Zhihui Li, Xiaojun Chang, Lina Yao, Shirui Pan, Zongyuan Ge, Huaxiang Zhang
2020	J	`jnl`	Guest editorial: Image/video understanding and analysis. Pattern Recognit. Lett. Xiaojun Chang, Xiaodan Liang, Yan Yan, Liqiang Nie
2020	J	`jnl`	Guest editorial: Recent trends in multimedia data-hiding: a reliable mean for secure communications. J. Ambient Intell. Humaniz. Comput. Amit Kumar Singh, Zhihan Lv, Huimin Lu, Xiaojun Chang
2020	A*	`conf`	Hierarchical Neural Architecture Search for Deep Stereo Matching. NeurIPS Xuelian Cheng, Yiran Zhong, Mehrtash Harandi, Yuchao Dai, Xiaojun Chang, Hongdong Li, Tom Drummond, Zongyuan Ge
2020	J	`jnl`	Hierarchical Neural Architecture Search for Deep Stereo Matching. CoRR Xuelian Cheng, Yiran Zhong, Mehrtash Harandi, Yuchao Dai, Xiaojun Chang, Tom Drummond, Hongdong Li, Zongyuan Ge
2020	J	`jnl`	Improving multi-label chest X-ray disease diagnosis by exploiting disease and health labels dependencies. Multim. Tools Appl. Zongyuan Ge, Dwarikanath Mahapatra, Xiaojun Chang, Zetao Chen, Lianhua Chi, Huimin Lu
2020	J	`jnl`	Making Sense of Spatio-Temporal Preserving Representations for EEG-Based Human Intention Recognition. IEEE Trans. Cybern. Dalin Zhang, Lina Yao, Kaixuan Chen, Sen Wang, Xiaojun Chang, Yunhao Liu
2020	J	`jnl`	Melanoma Diagnosis with Spatio-Temporal Feature Learning on Sequential Dermoscopic Images. CoRR Zhen Yu, Jennifer Nguyen, Xiaojun Chang, John Kelly, Catriona A. McLean, Lei Zhang, Victoria Mar, Zongyuan Ge
2020	J	`jnl`	Memory transformation networks for weakly supervised visual classification. Knowl. Based Syst. Huan Liu, Qinghua Zheng, Minnan Luo, Xiaojun Chang, Caixia Yan, Lina Yao
2020	A*	`conf`	Memory-Based Network for Scene Graph with Unbalanced Relations. ACM Multimedia Weitao Wang, Ruyang Liu, Meng Wang, Sen Wang, Xiaojun Chang, Yang Chen
2020	—	`conf`	Mining Inter-Video Proposal Relations for Video Object Detection. ECCV (21) Mingfei Han, Yali Wang, Xiaojun Chang, Yu Qiao
2020	J	`jnl`	Multi-view Drone-based Geo-localization via Style and Spatial Alignment. CoRR Siyi Hu, Xiaojun Chang
2020	J	`jnl`	Multi-view feature selection via Nonnegative Structured Graph Learning. Neurocomputing Xiangpin Bai, Lei Zhu, Cheng Liang, Jingjing Li, Xiushan Nie, Xiaojun Chang
2020	A*	`conf`	Overcoming Multi-Model Forgetting in One-Shot NAS With Diversity Maximization. CVPR Miao Zhang, Huiqi Li, Shirui Pan, Xiaojun Chang, Steven W. Su
2020	J	`jnl`	Pair-based Uncertainty and Diversity Promoting Early Active Learning for Person Re-identification. ACM Trans. Intell. Syst. Technol. Wenhe Liu, Xiaojun Chang, Ling Chen, Dinh Phung, Xiaoqin Zhang, Yi Yang, Alexander G. Hauptmann
2020	J	`jnl`	Person Reidentification via Multi-Feature Fusion With Adaptive Graph Learning. IEEE Trans. Neural Networks Learn. Syst. Runwu Zhou, Xiaojun Chang, Lei Shi, Yi-Dong Shen, Yi Yang, Feiping Nie
2020	A*	`conf`	Quadratic Sparse Gaussian Graphical Model Estimation Method for Massive Variables. IJCAI Jiaqi Zhang, Meng Wang, Qinchi Li, Sen Wang, Xiaojun Chang, Beilun Wang
2020	J	`jnl`	Robust optimal graph clustering. Neurocomputing Fei Wang, Lei Zhu, Cheng Liang, Jingjing Li, Xiaojun Chang, Ke Lu
2020	J	`jnl`	Self-Weighted Robust LDA for Multiclass Classification with Edge Classes. CoRR Caixia Yan, Xiaojun Chang, Minnan Luo, Qinghua Zheng, Xiaoqin Zhang, Zhihui Li, Feiping Nie
2020	J	`jnl`	Semantics-Preserving Graph Propagation for Zero-Shot Object Detection. IEEE Trans. Image Process. Caixia Yan, Qinghua Zheng, Xiaojun Chang, Minnan Luo, Chung-Hsing Yeh, Alexander G. Hauptmann
2020	J	`jnl`	Structured Optimal Graph-Based Clustering With Flexible Embedding. IEEE Trans. Neural Networks Learn. Syst. Pengzhen Ren, Yun Xiao, Xiaojun Chang, Mahesh Prakash, Feiping Nie, Xin Wang, Xiaojiang Chen
2020	A*	`conf`	Unity Style Transfer for Person Re-Identification. CVPR Chong Liu, Xiaojun Chang, Yi-Dong Shen
2020	J	`jnl`	Unity Style Transfer for Person Re-Identification. CoRR Chong Liu, Xiaojun Chang, Yi-Dong Shen
2020	A*	`conf`	Unsupervised Domain Adaptive Graph Convolutional Networks. WWW Man Wu, Shirui Pan, Chuan Zhou, Xiaojun Chang, Xingquan Zhu
2020	A*	`conf`	Unsupervised Multimodal Neural Machine Translation with Pseudo Visual Pivoting. ACL Po-Yao Huang, Junjie Hu, Xiaojun Chang, Alexander G. Hauptmann
2020	J	`jnl`	Unsupervised Multimodal Neural Machine Translation with Pseudo Visual Pivoting. CoRR Po-Yao Huang, Junjie Hu, Xiaojun Chang, Alexander G. Hauptmann
2020	A*	`conf`	Vision-Dialog Navigation by Exploring Cross-Modal Memory. CVPR Yi Zhu, Fengda Zhu, Zhaohuan Zhan, Bingqian Lin, Jianbin Jiao, Xiaojun Chang, Xiaodan Liang
2020	J	`jnl`	Vision-Dialog Navigation by Exploring Cross-modal Memory. CoRR Yi Zhu, Fengda Zhu, Zhaohuan Zhan, Bingqian Lin, Jianbin Jiao, Xiaojun Chang, Xiaodan Liang
2020	A*	`conf`	Vision-Language Navigation With Self-Supervised Auxiliary Reasoning Tasks. CVPR Fengda Zhu, Yi Zhu, Xiaojun Chang, Xiaodan Liang
2020	A*	`conf`	ZSTAD: Zero-Shot Temporal Activity Detection. CVPR Lingling Zhang, Xiaojun Chang, Jun Liu, Minnan Luo, Sen Wang, Zongyuan Ge, Alexander G. Hauptmann
2020	J	`jnl`	ZSTAD: Zero-Shot Temporal Activity Detection. CoRR Lingling Zhang, Xiaojun Chang, Jun Liu, Minnan Luo, Sen Wang, Zongyuan Ge, Alexander G. Hauptmann
2019	J	`jnl`	Adaptive Semi-Supervised Feature Selection for Cross-Modal Retrieval. IEEE Trans. Multim. En Yu, Jiande Sun, Jing Li, Xiaojun Chang, Xian-Hua Han, Alexander G. Hauptmann
2019	J	`jnl`	Adaptive Structure Discovery for Multimedia Analysis Using Multiple Features. IEEE Trans. Cybern. Kun Zhan, Xiaojun Chang, Junpeng Guan, Ling Chen, Zhigang Ma, Yi Yang
2019	A*	`conf`	Annotation Efficient Cross-Modal Retrieval with Adversarial Attentive Alignment. ACM Multimedia Po-Yao Huang, Guoliang Kang, Wenhe Liu, Xiaojun Chang, Alexander G. Hauptmann
2019	J	`jnl`	Blockwisely Supervised Neural Architecture Search with Knowledge Distillation. CoRR Changlin Li, Jiefeng Peng, Liuchun Yuan, Guangrun Wang, Xiaodan Liang, Liang Lin, Xiaojun Chang
2019	J	`jnl`	Continual Reinforcement Learning with Diversity Exploration and Adversarial Self-Correction. CoRR Fengda Zhu, Xiaojun Chang, Runhao Zeng, Mingkui Tan
2019	—	`conf`	Cross-Modal Transfer Hashing Based on Coherent Projection. ICME Workshops En Yu, Jiande Sun, Li Wang, Xiaojun Chang, Huaxiang Zhang, Alexander G. Hauptmann
2019	J	`jnl`	Discrete Multi-Graph Clustering. IEEE Trans. Image Process. Minnan Luo, Caixia Yan, Qinghua Zheng, Xiaojun Chang, Ling Chen, Feiping Nie
2019	A*	`conf`	Distributionally Robust Semi-Supervised Learning for People-Centric Sensing. AAAI Kaixuan Chen, Lina Yao, Dalin Zhang, Xiaojun Chang, Guodong Long, Sen Wang
2019	C	`conf`	Domain-Aware Unsupervised Cross-dataset Person Re-identification. ADMA Zhihui Li, Wenhe Liu, Xiaojun Chang, Lina Yao, Mahesh Prakash, Huaxiang Zhang
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`	Forensic Shoe-print Identification: A Brief Survey. CoRR Imad Rida, Sambit Bakshi, Xiaojun Chang, Hugo Proença
2019	B	`conf`	Improving What Cross-Modal Retrieval Models Learn through Object-Oriented Inter- and Intra-Modal Attention Networks. ICMR Po-Yao Huang, Vaibhav, Xiaojun Chang, Alexander G. Hauptmann
2019	—	`conf`	Inf@TRECVID 2019: Instance Search Task. TRECVID En Yu, Wenhe Liu, Guoliang Kang, Xiaojun Chang, Jiande Sun, Alexander G. Hauptmann
2019	J	`jnl`	MMALFM: Explainable Recommendation by Leveraging Reviews and Images. ACM Trans. Inf. Syst. Zhiyong Cheng, Xiaojun Chang, Lei Zhu, Rose Catherine Kanjirathinkal, Mohan S. Kankanhalli
2019	—	`conf`	MMVG-INF-Etrol@TRECVID 2019: Activities in Extended Video. TRECVID Xiaojun Chang, Wenhe Liu, Po-Yao Huang, Changlin Li, Fengda Zhu, Mingfei Han, Mingjie Li, Mengyuan Ma, Siyi Hu, Guoliang Kang, Junwei Liang, Liangke Gui, Lijun Yu, Yijun Qian, Jing Wen, Alexander G. Hauptmann
2019	—	`conf`	Multi-Head Attention with Diversity for Learning Grounded Multilingual Multimodal Representations. EMNLP/IJCNLP (1) Po-Yao Huang, Xiaojun Chang, Alexander G. Hauptmann
2019	J	`jnl`	Multi-Head Attention with Diversity for Learning Grounded Multilingual Multimodal Representations. CoRR Po-Yao Huang, Xiaojun Chang, Alexander G. Hauptmann
2019	J	`jnl`	Multi-stage cascaded deconvolution for depth map and surface normal prediction from single image. Pattern Recognit. Lett. Ram Prasad Padhy, Xiaojun Chang, Suman Kumar Choudhury, Pankaj Kumar Sa, Sambit Bakshi
2019	J	`jnl`	Scheduled sampling for one-shot learning via matching network. Pattern Recognit. Lingling Zhang, Jun Liu, Minnan Luo, Xiaojun Chang, Qinghua Zheng, Alexander G. Hauptmann
2019	J	`jnl`	Vision-Language Navigation with Self-Supervised Auxiliary Reasoning Tasks. CoRR Fengda Zhu, Yi Zhu, Xiaojun Chang, Xiaodan Liang
2019	J	`jnl`	Zero-shot event detection via event-adaptive concept relevance mining. Pattern Recognit. Zhihui Li, Lina Yao, Xiaojun Chang, Kun Zhan, Jiande Sun, Huaxiang Zhang
2018	J	`jnl`	A unified framework with a benchmark dataset for surveillance event detection. Neurocomputing Zhicheng Zhao, Xuanchong Li, Xingzhong Du, Qi Chen, Yanyun Zhao, Fei Su, Xiaojun Chang, Alexander G. Hauptmann
2018	A	`conf`	Adaptive Context-aware Reinforced Agent for Handwritten Text Recognition. BMVC Liangke Gui, Xiaodan Liang, Xiaojun Chang, Alexander G. Hauptmann
2018	J	`jnl`	Adaptive Unsupervised Feature Selection With Structure Regularization. IEEE Trans. Neural Networks Learn. Syst. Minnan Luo, Feiping Nie, Xiaojun Chang, Yi Yang, Alexander G. Hauptmann, Qinghua Zheng
2018	J	`jnl`	An Adaptive Semisupervised Feature Analysis for Video Semantic Recognition. IEEE Trans. Cybern. Minnan Luo, Xiaojun Chang, Liqiang Nie, Yi Yang, Alexander G. Hauptmann, Qinghua Zheng
2018	A*	`conf`	Balanced Clustering via Exclusive Lasso: A Pragmatic Approach. AAAI Zhihui Li, Feiping Nie, Xiaojun Chang, Zhigang Ma, Yi Yang
2018	J	`jnl`	Deep Semisupervised Zero-Shot Learning with Maximum Mean Discrepancy. Neural Comput. Lingling Zhang, Jun Liu, Minnan Luo, Xiaojun Chang, Qinghua Zheng
2018	J	`jnl`	Deep feature learning via structured graph Laplacian embedding for person re-identification. Pattern Recognit. De Cheng, Yihong Gong, Xiaojun Chang, Weiwei Shi, Alexander G. Hauptmann, Nanning Zheng
2018	J	`jnl`	Distributionally Robust Semi-Supervised Learning for People-Centric Sensing. CoRR Kaixuan Chen, Lina Yao, Dalin Zhang, Xiaojun Chang, Guodong Long, Sen Wang
2018	J	`jnl`	Dynamic Affinity Graph Construction for Spectral Clustering Using Multiple Features. IEEE Trans. Neural Networks Learn. Syst. Zhihui Li, Feiping Nie, Xiaojun Chang, Yi Yang, Chengqi Zhang, Nicu Sebe
2018	J	`jnl`	Few-Shot Text and Image Classification via Analogical Transfer Learning. ACM Trans. Intell. Syst. Technol. Wenhe Liu, Xiaojun Chang, Yan Yan, Yi Yang, Alexander G. Hauptmann
2018	J	`jnl`	Guest Editorial Deep Learning Models for Industry Informatics. IEEE Trans. Ind. Informatics Dharma P. Agrawal, Brij Bhooshan Gupta, Haoxiang Wang, Xiaojun Chang, Shingo Yamaguchi, Gregorio Martínez Pérez
2018	J	`jnl`	Guest Editorial: Semantic Concept Discovery in MM Data. Multim. Tools Appl. Xiaojun Chang, Yan Yan, Liqiang Nie
2018	J	`jnl`	IEEE Access Special Section Editorial: Information Security Solutions for Telemedicine Applications. IEEE Access Amit Kumar Singh, Zhihan Lv, Seungmin Rho, Sanjay Kumar Singh, Xiaojun Chang, William Puech
2018	—	`conf`	Informedia @ TRECVID 2018: Ad-hoc Video Search, Video to Text Description, Activities in Extended video. TRECVID Jia Chen, Shizhe Chen, Qin Jin, Alexander G. Hauptmann, Po-Yao Huang, Junwei Liang, Vaibhav, Xiaojun Chang, Jiang Liu, Ting-Yao Hu, Wenhe Liu, Wei Ke, Wayner Barrios, Haroon Idrees, Donghyun Yoo, Yaser Sheikh, Ruslan Salakhutdinov, Kris Kitani, Dong Huang
2018	J	`jnl`	Joint Attributes and Event Analysis for Multimedia Event Detection. IEEE Trans. Neural Networks Learn. Syst. Zhigang Ma, Xiaojun Chang, Zhongwen Xu, Nicu Sebe, Alexander G. Hauptmann
2018	J	`jnl`	Learning Distributional Representation and Set Distance for Multi-shot Person Re-identification. CoRR Ting-Yao Hu, Xiaojun Chang, Alexander G. Hauptmann
2018	J	`jnl`	Learning-Based Multimedia Analyses and Applications. Adv. Multim. Chen Gong, Zechao Li, Xiaojun Chang, Yong Luo
2018	J	`jnl`	Local Adaptive Projection Framework for Feature Selection of Labeled and Unlabeled Data. IEEE Trans. Neural Networks Learn. Syst. Xiaojun Chen, Guowen Yuan, Wenting Wang, Feiping Nie, Xiaojun Chang, Joshua Zhexue Huang
2018	J	`jnl`	MMALFM: Explainable Recommendation by Leveraging Reviews and Images. CoRR Zhiyong Cheng, Xiaojun Chang, Lei Zhu, Rose Catherine Kanjirathinkal, Mohan S. Kankanhalli
2018	—	`conf`	Particle Filtering Based Visual Attention Model for Moving Target Detection. ICNC-FSKD Long Liu, Danyang Jing, Xiaojun Chang
2018	—	`conf`	RCAA: Relational Context-Aware Agents for Person Search. ECCV (9) Xiaojun Chang, Po-Yao Huang, Yi-Dong Shen, Xiaodan Liang, Yi Yang, Alexander G. Hauptmann
2018	J	`jnl`	Rank-Constrained Spectral Clustering With Flexible Embedding. IEEE Trans. Neural Networks Learn. Syst. Zhihui Li, Feiping Nie, Xiaojun Chang, Liqiang Nie, Huaxiang Zhang, Yi Yang
2018	A*	`conf`	Reinforcement Cutting-Agent Learning for Video Object Segmentation. CVPR Junwei Han, Le Yang, Dingwen Zhang, Xiaojun Chang, Xiaodan Liang
2018	A*	`conf`	Semi-Supervised Bayesian Attribute Learning for Person Re-Identification. AAAI Wenhe Liu, Xiaojun Chang, Ling Chen, Yi Yang
2018	A*	`conf`	Teaching Semi-Supervised Classifier via Generalized Distillation. IJCAI Chen Gong, Xiaojun Chang, Meng Fang, Jian Yang
2018	A*	`conf`	Uncertainty Sampling for Action Recognition via Maximizing Expected Average Precision. IJCAI Hanmo Wang, Xiaojun Chang, Lei Shi, Yi Yang, Yi-Dong Shen
2017	A*	`conf`	Adaptive Semi-Supervised Learning with Discriminative Least Squares Regression. IJCAI Minnan Luo, Lingling Zhang, Feiping Nie, Xiaojun Chang, Buyue Qian, Qinghua Zheng
2017	J	`jnl`	Avoiding Optimal Mean ℓ Neural Comput. Minnan Luo, Feiping Nie, Xiaojun Chang, Yi Yang, Alexander G. Hauptmann, Qinghua Zheng
2017	J	`jnl`	Beyond Trace Ratio: Weighted Harmonic Mean of Trace Ratios for Multiclass Discriminant Analysis. IEEE Trans. Knowl. Data Eng. Zhihui Li, Feiping Nie, Xiaojun Chang, Yi Yang
2017	J	`jnl`	Bi-Level Semantic Representation Analysis for Multimedia Event Detection. IEEE Trans. Cybern. Xiaojun Chang, Zhigang Ma, Yi Yang, Zhiqiang Zeng, Alexander G. Hauptmann
2017	A*	`conf`	Complex Event Detection by Identifying Reliable Shots from Untrimmed Videos. ICCV Hehe Fan, Xiaojun Chang, De Cheng, Yi Yang, Dong Xu, Alexander G. Hauptmann
2017	A*	`conf`	Discriminative Dictionary Learning With Ranking Metric Embedded for Person Re-Identification. IJCAI De Cheng, Xiaojun Chang, Li Liu, Alexander G. Hauptmann, Yihong Gong, Nanning Zheng
2017	—	`conf`	Early Active Learning with Pairwise Constraint for Person Re-identification. ECML/PKDD (1) Wenhe Liu, Xiaojun Chang, Ling Chen, Yi Yang
2017	A*	`conf`	Exploring Consistent Preferences: Discrete Hashing with Pair-Exemplar for Scalable Landmark Search. ACM Multimedia Lei Zhu, Zi Huang, Xiaojun Chang, Jingkuan Song, Heng Tao Shen
2017	J	`jnl`	Fast and Orthogonal Locality Preserving Projections for Dimensionality Reduction. IEEE Trans. Image Process. Rong Wang, Feiping Nie, Richang Hong, Xiaojun Chang, Xiaojun Yang, Weizhong Yu
2017	J	`jnl`	Feature Interaction Augmented Sparse Learning for Fast Kinect Motion Detection. IEEE Trans. Image Process. Xiaojun Chang, Zhigang Ma, Ming Lin, Yi Yang, Alexander G. Hauptmann
2017	A*	`conf`	How Unlabeled Web Videos Help Complex Event Detection? IJCAI Huan Liu, Qinghua Zheng, Minnan Luo, Dingwen Zhang, Xiaojun Chang, Cheng Deng
2017	J	`jnl`	Learning Multiple Diagnosis Codes for ICU Patients with Local Disease Correlation Mining. ACM Trans. Knowl. Discov. Data Sen Wang, Xue Li, Xiaojun Chang, Lina Yao, Quan Z. Sheng, Guodong Long
2017	J	`jnl`	Modeling Disease Progression via Multisource Multitask Learners: A Case Study With Alzheimer's Disease. IEEE Trans. Neural Networks Learn. Syst. Liqiang Nie, Luming Zhang, Lei Meng, Xuemeng Song, Xiaojun Chang, Xuelong Li
2017	A*	`conf`	Multi-View Correlated Feature Learning by Uncovering Shared Component. AAAI Xiaowei Xue, Feiping Nie, Sen Wang, Xiaojun Chang, Bela Stantic, Min Yao
2017	J	`jnl`	Multiview Physician-Specific Attributes Fusion for Health Seeking. IEEE Trans. Cybern. Liqiang Nie, Luming Zhang, Yan Yan, Xiaojun Chang, Maofu Liu, Ling Shao
2017	A*	`conf`	Probabilistic Non-Negative Matrix Factorization and Its Robust Extensions for Topic Modeling. AAAI Minnan Luo, Feiping Nie, Xiaojun Chang, Yi Yang, Alexander G. Hauptmann, Qinghua Zheng
2017	J	`jnl`	Refined Spectral Clustering via Embedded Label Propagation. Neural Comput. Yan-shuo Chang, Feiping Nie, Zhihui Li, Xiaojun Chang, Heng Huang
2017	J	`jnl`	Revealing Event Saliency in Unconstrained Video Collection. IEEE Trans. Image Process. Dingwen Zhang, Junwei Han, Lu Jiang, Senmao Ye, Xiaojun Chang
2017	A*	`conf`	Robust Top- KDD Xiaojun Chang, Yaoliang Yu, Yi Yang
2017	A*	`conf`	Self-paced Mixture of Regressions. IJCAI Longfei Han, Dingwen Zhang, Dong Huang, Xiaojun Chang, Jun Ren, Senlin Luo, Junwei Han
2017	J	`jnl`	Semantic Pooling for Complex Event Analysis in Untrimmed Videos. IEEE Trans. Pattern Anal. Mach. Intell. Xiaojun Chang, Yaoliang Yu, Yi Yang, Eric P. Xing
2017	J	`jnl`	Semisupervised Feature Analysis by Mining Correlations Among Multiple Tasks. IEEE Trans. Neural Networks Learn. Syst. Xiaojun Chang, Yi Yang
2017	J	`jnl`	Simple to Complex Cross-modal Learning to Rank. CoRR Minnan Luo, Xiaojun Chang, Yi Yang, Liqiang Nie, Alexander G. Hauptmann, Qinghua Zheng
2017	J	`jnl`	Simple to complex cross-modal learning to rank. Comput. Vis. Image Underst. Minnan Luo, Xiaojun Chang, Zhihui Li, Liqiang Nie, Alexander G. Hauptmann, Qinghua Zheng
2017	A*	`conf`	Structure Regularized Unsupervised Discriminant Feature Analysis. AAAI Mingyu Fan, Xiaojun Chang, Dacheng Tao
2017	J	`jnl`	The Many Shades of Negativity. IEEE Trans. Multim. Zhigang Ma, Xiaojun Chang, Yi Yang, Nicu Sebe, Alexander G. Hauptmann
2017	A*	`conf`	Top-k Supervise Feature Selection via ADMM for Integer Programming. IJCAI Mingyu Fan, Xiaojun Chang, Xiaoqin Zhang, Di Wang, Liang Du
2016	J	`jnl`	Artistic information extraction from Chinese calligraphy works via Shear-Guided filter. J. Vis. Commun. Image Represent. Pengfei Xu, Xia Zheng, Xiaojun Chang, Qiguang Miao, Zhanyong Tang, Xiaojiang Chen, Dingyi Fang
2016	A*	`conf`	Avoiding Optimal Mean Robust PCA/2DPCA with Non-greedy ℓ IJCAI Minnan Luo, Feiping Nie, Xiaojun Chang, Yi Yang, Alexander G. Hauptmann, Qinghua Zheng
2016	J	`jnl`	Compound Rank-k Projections for Bilinear Analysis. IEEE Trans. Neural Networks Learn. Syst. Xiaojun Chang, Feiping Nie, Sen Wang, Yi Yang, Xiaofang Zhou, Chengqi Zhang
2016	J	`jnl`	Convex Sparse PCA for Unsupervised Feature Learning. ACM Trans. Knowl. Discov. Data Xiaojun Chang, Feiping Nie, Yi Yang, Chengqi Zhang, Heng Huang
2016	J	`jnl`	Diagnosis Code Assignment Using Sparsity-Based Disease Correlation Embedding. IEEE Trans. Knowl. Data Eng. Sen Wang, Xiaojun Chang, Xue Li, Guodong Long, Lina Yao, Quan Z. Sheng
2016	A*	`conf`	Dynamic Concept Composition for Zero-Example Event Detection. AAAI Xiaojun Chang, Yi Yang, Guodong Long, Chengqi Zhang, Alexander G. Hauptmann
2016	J	`jnl`	Dynamic Concept Composition for Zero-Example Event Detection. CoRR Xiaojun Chang, Yi Yang, Guodong Long, Chengqi Zhang, Alexander G. Hauptmann
2016	—	`—`	Exploring semantic concepts for complex event analysis in unconstrained video clips Xiaojun Chang
2016	J	`jnl`	Multi-task support vector machines for feature selection with shared knowledge discovery. Signal Process. Sen Wang, Xiaojun Chang, Xue Li, Quan Z. Sheng, Weitong Chen
2016	J	`jnl`	Strategies for Searching Video Content with Text Queries or Video Examples. CoRR Shoou-I Yu, Yi Yang, Zhongwen Xu, Shicheng Xu, Deyu Meng, Zexi Mao, Zhigang Ma, Ming Lin, Xuanchong Li, Huan Li, Zhen-Zhong Lan, Lu Jiang, Alexander G. Hauptmann, Chuang Gan, Xingzhong Du, Xiaojun Chang
2016	A*	`conf`	They are Not Equally Reliable: Semantic Event Search Using Differentiated Concept Classifiers. CVPR Xiaojun Chang, Yaoliang Yu, Yi Yang, Eric P. Xing
2016	—	`conf`	Uncovering Locally Discriminative Structure for Feature Analysis. ECML/PKDD (1) Sen Wang, Feiping Nie, Xiaojun Chang, Xue Li, Quan Z. Sheng, Lina Yao
2016	J	`jnl`	Uncovering Locally Discriminative Structure for Feature Analysis. CoRR Sen Wang, Feiping Nie, Xiaojun Chang, Xue Li, Quan Z. Sheng, Lina Yao
2016	J	`jnl`	Unified discriminating feature analysis for visual category recognition. J. Vis. Commun. Image Represent. Wenhe Liu, Chenqiang Gao, Xiaojun Chang, Qun Wu
2015	A*	`conf`	A Convex Formulation for Spectral Shrunk Clustering. AAAI Xiaojun Chang, Feiping Nie, Zhigang Ma, Yi Yang, Xiaofang Zhou
2015	—	`conf`	CMU Informedia@TRECVID 2015: MED/SIN/LNK/SED. TRECVID Shoou-I Yu, Lu Jiang, Zhongwen Xu, Zhenzhong Lan, Shicheng Xu, Xiaojun Chang, Xuanchong Li, Zexi Mao, Chuang Gan, Yajie Miao, Xingzhong Du, Yang Cai, Lara J. Martin, Nikolas Wolfe, Anurag Kumar, Huan Li, Ming Lin, Zhigang Ma, Yi Yang, Deyu Meng, Shiguang Shan, Pinar Duygulu Sahin, Susanne Burger, Florian Metze, Rita Singh, Bhiksha Raj, Teruko Mitamura, Richard M. Stern, Alexander G. Hauptmann
2015	A*	`conf`	Complex Event Detection using Semantic Saliency and Nearly-Isotonic SVM. ICML Xiaojun Chang, Yi Yang, Eric P. Xing, Yaoliang Yu
2015	B	`conf`	Incremental Multimodal Query Construction for Video Search. ICMR Shicheng Xu, Huan Li, Xiaojun Chang, Shoou-I Yu, Xingzhong Du, Xuanchong Li, Lu Jiang, Zexi Mao, Zhen-Zhong Lan, Susanne Burger, Alexander G. Hauptmann
2015	J	`jnl`	Multi-Class Active Learning by Uncertainty Sampling with Diversity Maximization. Int. J. Comput. Vis. Yi Yang, Zhigang Ma, Feiping Nie, Xiaojun Chang, Alexander G. Hauptmann
2015	A*	`conf`	Searching Persuasively: Joint Event Detection and Evidence Recounting with Limited Supervision. ACM Multimedia Xiaojun Chang, Yaoliang Yu, Yi Yang, Alexander G. Hauptmann
2015	A*	`conf`	Semantic Concept Discovery for Large-Scale Zero-Shot Event Detection. IJCAI Xiaojun Chang, Yi Yang, Alexander G. Hauptmann, Eric P. Xing, Yaoliang Yu
2015	—	`conf`	Unsupervised Feature Analysis with Class Margin Optimization. ECML/PKDD (1) Sen Wang, Feiping Nie, Xiaojun Chang, Lina Yao, Xue Li, Quan Z. Sheng
2015	J	`jnl`	Unsupervised Feature Analysis with Class Margin Optimization. CoRR Sen Wang, Feiping Nie, Xiaojun Chang, Lina Yao, Xue Li, Quan Z. Sheng
2014	A*	`conf`	A Convex Formulation for Semi-Supervised Multi-Label Feature Selection. AAAI Xiaojun Chang, Feiping Nie, Yi Yang, Heng Huang
2014	J	`jnl`	A Convex Formulation for Spectral Shrunk Clustering. CoRR Xiaojun Chang, Feiping Nie, Zhigang Ma, Yi Yang, Xiaofang Zhou
2014	J	`jnl`	A Convex Sparse PCA for Feature Analysis. CoRR Xiaojun Chang, Feiping Nie, Yi Yang, Heng Huang
2014	J	`jnl`	Balanced k-Means and Min-Cut Clustering. CoRR Xiaojun Chang, Feiping Nie, Zhigang Ma, Yi Yang
2014	J	`jnl`	Compound Rank-k Projections for Bilinear Analysis. CoRR Xiaojun Chang, Haoquan Shen, Feiping Nie, Sen Wang, Yi Yang, Xiaofang Zhou
2014	—	`conf`	Informedia @ TRECVID 2014. TRECVID Shoou-I Yu, Lu Jiang, Zhongwen Xu, Zhenzhong Lan, Shicheng Xu, Xiaojun Chang, Xuanchong Li, Zexi Mao, Chuang Gan, Yajie Miao, Xingzhong Du, Yang Cai, Lara J. Martin, Nikolas Wolfe, Anurag Kumar, Huan Li, Ming Lin, Zhigang Ma, Yi Yang, Deyu Meng, Shiguang Shan, Pinar Duygulu Sahin, Susanne Burger, Florian Metze, Rita Singh, Bhiksha Raj, Teruko Mitamura, Richard M. Stern, Alexander G. Hauptmann, Anil Armagan, Yicheng Zhao
2014	J	`jnl`	Semi-supervised Feature Analysis by Mining Correlations among Multiple Tasks. CoRR Xiaojun Chang, Yi Yang
2014	—	`conf`	Semi-supervised Feature Analysis for Multimedia Annotation by Mining Label Correlation. PAKDD (2) Xiaojun Chang, Haoquan Shen, Sen Wang, Jiajun Liu, Xue Li
2012	—	`conf`	Implementation of random walk algorithm by parallel computing. FSKD Jiao Cui, Jun Guo, Cangsong Zhang, Xiaojun Chang