Heng Tao Shen - RankMe

765 papers A* 189A 13B 14C 5Misc 12Journal 481Unranked 36

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Closer Look at Conditional Prompt Tuning for Vision-Language Models. Int. J. Comput. Vis. Ji Zhang, Shihan Wu, Lianli Gao, Jingkuan Song, Nicu Sebe, Heng Tao Shen
2026	J	`jnl`	Analytical Survey of Learning with Low-Resource Data: From Analysis to Investigation. ACM Comput. Surv. Xiaofeng Cao, Mingwei Xu, Xin Yu, Jiangchao Yao, Wei Ye, Sheng-Jun Huang, Min-Ling Zhang, Ivor W. Tsang, Yew-Soon Ong, James T. Kwok, Heng Tao Shen
2026	J	`jnl`	Benchmarking Few-shot Transferability of Pre-trained Models with Improved Evaluation Protocols. CoRR Xu Luo, Ji Zhang, Lianli Gao, Heng Tao Shen, Jingkuan Song
2026	J	`jnl`	Beyond the Majority: Long-tail Imitation Learning for Robotic Manipulation. CoRR Junhong Zhu, Ji Zhang, Jingkuan Song, Lianli Gao, Heng Tao Shen
2026	J	`jnl`	Collaborated With Hallucination: Enhancing Egocentric Grounded Question Answering via Error Demonstrations. IEEE Trans. Image Process. Shenshen Li, Xing Xu, Fumin Shen, Zhe Sun, Andrzej Cichocki, Heng Tao Shen
2026	J	`jnl`	CooSBR: Rethinking neighborhood integration for session-based recommendation. Inf. Process. Manag. Yuhan Yang, Jie Zou, Guojia An, Weikang Guo, Mingshi Yan, Yang Yang, Heng Tao Shen
2026	A*	`conf`	De-biased Natural Language Egocentric Task Verification via Prototypical Evidence Learning. AAAI Chong Liu, Xun Jiang, Fumin Shen, Lei Zhu, Jingkuan Song, Heng Tao Shen, Xing Xu
2026	J	`jnl`	DepMatch: Boosting Semi-Supervised Semantic Segmentation by Exploring Depth Difference Knowledge. IEEE Trans. Image Process. Jianjian Yin, Xiruo Jiang, Tao Chen, Gensheng Pei, Yazhou Yao, Fumin Shen, Heng Tao Shen
2026	J	`jnl`	Dynamic Bit-Wise Semantic Transformer Hashing for Multi-Modal Retrieval. IEEE Trans. Pattern Anal. Mach. Intell. Wentao Tan, Fengling Li, Lei Zhu, Weili Guan, Jingjing Li, Zhiyong Cheng, Heng Tao Shen
2026	J	`jnl`	FGIM: a Fast Graph-based Indexes Merging Framework for Approximate Nearest Neighbor Search. CoRR Zekai Wu, Jiabao Jin, Peng Cheng, Xiaoyao Zhong, Lei Chen, Yongxin Tong, Zhitao Shen, Jingkuan Song, Heng Tao Shen, Xuemin Lin
2026	J	`jnl`	GRASP: Guided Region-Aware Sparse Prompting for Adapting MLLMs to Remote Sensing. CoRR Qigan Sun, Chaoning Zhang, Jianwei Zhang, Xudong Wang, Jiehui Xie, Pengcheng Zheng, Haoyu Wang, Sungyoung Lee, Chi-Lok Andy Tai, Yang Yang, Heng Tao Shen
2026	A*	`conf`	Hyper-Opinion Vagueness Quantification for Robust Multimodal Learning. AAAI Disen Hu, Xun Jiang, Xiaofeng Cao, Zheng Wang, Jingkuan Song, Heng Tao Shen, Xing Xu
2026	J	`jnl`	Language-Grounded Decoupled Action Representation for Robotic Manipulation. CoRR Wu-Ding Weng, Tongshu Wu, Liucheng Chen, Siyu Xie, Zheng Wang, Xing Xu, Jingkuan Song, Heng Tao Shen
2026	J	`jnl`	MOTIF: Learning Action Motifs for Few-shot Cross-Embodiment Transfer. CoRR Heng Zhi, Wentao Tan, Lei Zhu, Fengling Li, Jingjing Li, Guoli Yang, Heng Tao Shen
2026	J	`jnl`	Multi-type context-aware conversational recommender systems via mixture-of-experts. Inf. Fusion Jie Zou, Cheng Lin, Weikang Guo, Zheng Wang, Jiwei Wei, Yang Yang, Heng Tao Shen
2026	J	`jnl`	Non-Markovian Long-Horizon Robot Manipulation via Keyframe Chaining. CoRR Yipeng Chen, Wentao Tan, Lei Zhu, Fengling Li, Jingjing Li, Guoli Yang, Heng Tao Shen
2026	J	`jnl`	Optimizing Soft Prompt Tuning via Structural Evolution. CoRR Zhenzhen Huang, Chaoning Zhang, Haoyu Bian, Songbo Zhang, Chi-Lok Andy Tai, Jiaquan Zhang, Caiyan Qin, Jingjing Qu, Yalan Ye, Yang Yang, Heng Tao Shen
2026	J	`jnl`	RAC: Relation-Aware Cache Replacement for Large Language Models. CoRR Yuchong Wu, Zihuan Xu, Wangze Ni, Peng Cheng, Lei Chen, Xuemin Lin, Heng Tao Shen, Kui Ren
2026	J	`jnl`	RISER: Orchestrating Latent Reasoning Skills for Adaptive Activation Steering. CoRR Wencheng Ye, Xiaoyang Yuan, Yi Bin, Pengpeng Zeng, Hengyu Jin, Liang Peng, Heng Tao Shen
2026	J	`jnl`	SeMv-3D: Toward Concurrency of Semantic and Multi-View Consistency in General Text-to-3D Generation. IEEE Trans. Image Process. Xiao Cai, Pengpeng Zeng, Lianli Gao, Sitong Su, Heng Tao Shen, Jingkuan Song
2026	J	`jnl`	Self-Correcting VLA: Online Action Refinement via Sparse World Imagination. CoRR Chenyv Liu, Wentao Tan, Lei Zhu, Fengling Li, Jingjing Li, Guoli Yang, Heng Tao Shen
2026	J	`jnl`	Sim-and-Human Co-training for Data-Efficient and Generalizable Robotic Manipulation. CoRR Kaipeng Fang, Weiqing Liang, Yuyang Li, Ji Zhang, Pengpeng Zeng, Lianli Gao, Jingkuan Song, Heng Tao Shen
2026	J	`jnl`	TIMI: Training-Free Image-to-3D Multi-Instance Generation with Spatial Fidelity. CoRR Xiao Cai, Lianli Gao, Pengpeng Zeng, Ji Zhang, Heng Tao Shen, Jingkuan Song
2026	J	`jnl`	Towards One-for-All Anomaly Detection for Tabular Data. CoRR Shiyuan Li, Yixin Liu, Yu Zheng, Xiaofeng Cao, Shirui Pan, Heng Tao Shen
2026	J	`jnl`	Towards Redundancy-Free Sub-networks in Continual Learning. Pattern Recognit. Cheng Chen, Lianli Gao, Pengpeng Zeng, Mingsheng Cao, Heng Tao Shen
2026	—	`conf`	Unleashing the Potential of Neighbors: Diffusion-based Latent Neighbor Generation for Session-based Recommendation. KDD (1) Yuhan Yang, Jie Zou, Guojia An, Jiwei Wei, Yang Yang, Heng Tao Shen
2026	J	`jnl`	Unleashing the Potential of Neighbors: Diffusion-based Latent Neighbor Generation for Session-based Recommendation. CoRR Yuhan Yang, Jie Zou, Guojia An, Jiwei Wei, Yang Yang, Heng Tao Shen
2025	J	`jnl`	A Closer Look at Conditional Prompt Tuning for Vision-Language Models. CoRR Ji Zhang, Shihan Wu, Lianli Gao, Jingkuan Song, Nicu Sebe, Heng Tao Shen
2025	J	`jnl`	A Semantically Enhanced Generative Foundation Model Improves Pathological Image Synthesis. CoRR Xianchao Guan, Zhiyuan Fan, Yifeng Wang, Fuqiang Chen, Yanjiang Zhou, Zengyang Che, Hongxue Meng, Xin Li, Yaowei Wang, Hongpeng Wang, Min Zhang, Heng Tao Shen, Zheng Zhang, Yongbing Zhang
2025	J	`jnl`	A Step Toward World Models: A Survey on Robotic Manipulation. CoRR Peng-Fei Zhang, Ying Cheng, Xiaofan Sun, Shijie Wang, Fengling Li, Lei Zhu, Heng Tao Shen
2025	J	`jnl`	A Survey on Efficient Vision-Language-Action Models. CoRR Zhaoshu Yu, Bo Wang, Pengpeng Zeng, Haonan Zhang, Ji Zhang, Lianli Gao, Jingkuan Song, Nicu Sebe, Heng Tao Shen
2025	A*	`conf`	AICL: Action In-Context Learning for Text-to-Video Generation. ACM Multimedia Jianzhi Liu, Junchen Zhu, Pengpeng Zeng, Lianli Gao, Heng Tao Shen, Jingkuan Song
2025	J	`jnl`	An Empirical Analysis of VLM-based OOD Detection: Mechanisms, Advantages, and Sensitivity. CoRR Yuxiao Lee, Xiaofeng Cao, Yen-Wei Chen, Jiangchao Yao, Jingkuan Song, Heng Tao Shen
2025	A*	`conf`	Analytical Construction on Geometric Architectures: Transitioning from Static to Temporal Link Prediction. ICML Yadong Sun, Xiaofeng Cao, Ivor W. Tsang, Heng Tao Shen
2025	J	`jnl`	Analytical Survey of Learning with Low-Resource Data: From Analysis to Investigation. CoRR Xiaofeng Cao, Mingwei Xu, Xin Yu, Jiangchao Yao, Wei Ye, Shengjun Huang, Minling Zhang, Ivor W. Tsang, Yew Soon Ong, James T. Kwok, Heng Tao Shen
2025	J	`jnl`	Attack as Defense: Proactive Adversarial Multi-Modal Learning to Evade Retrieval. IEEE Trans. Pattern Anal. Mach. Intell. Fengling Li, Tianshi Wang, Lei Zhu, Jingjing Li, Heng Tao Shen
2025	J	`jnl`	Attention Hijackers: Detect and Disentangle Attention Hijacking in LVLMs for Hallucination Mitigation. CoRR Beitao Chen, Xinyu Lyu, Lianli Gao, Jingkuan Song, Heng Tao Shen
2025	A*	`conf`	AttentionAR: AR Adaptation and Warning for Real-World Safety via Attention Modeling and MLLM Reasoning. UIST Yunqiang Pei, Renming Huang, Mingfeng Zha, Guoqing Wang, Peng Wang, Qiao Kang, Yang Yang, Heng Tao Shen
2025	J	`jnl`	BLM CoRR Wentao Tan, Bowen Wang, Heng Zhi, Chenyu Liu, Zhe Li, Jian Liu, Zengrong Lin, Yukun Dai, Yipeng Chen, Wenjie Yang, Enci Xie, Hao Xue, Baixu Ji, Chen Xu, Zhibin Wang, Tianshi Wang, Lei Zhu, Heng Tao Shen
2025	A*	`conf`	CDTR: Semantic Alignment for Video Moment Retrieval Using Concept Decomposition Transformer. AAAI Ran Ran, Jiwei Wei, Xiangyi Cai, Xiang Guan, Jie Zou, Yang Yang, Heng Tao Shen
2025	J	`jnl`	Conformal Lesion Segmentation for 3D Medical Images. CoRR Binyu Tan, Zhiyuan Wang, Jinhao Duan, Kaidi Xu, Heng Tao Shen, Xiaoshuang Shi, Fumin Shen
2025	J	`jnl`	Cross-Modal Uncertainty Modeling With Diffusion-Based Refinement for Text-Based Person Retrieval. IEEE Trans. Circuits Syst. Video Technol. Shenshen Li, Xing Xu, Chen He, Fumin Shen, Yang Yang, Heng Tao Shen
2025	J	`jnl`	Cross-modal Full-mode Fine-grained Alignment for Text-to-Image Person Retrieval. CoRR Hao Yin, Xin Man, Feiyu Chen, Jie Shao, Heng Tao Shen
2025	J	`jnl`	DMM: Disparity-Guided Multispectral Mamba for Oriented Object Detection in Remote Sensing. IEEE Trans. Geosci. Remote. Sens. Minghang Zhou, Tianyu Li, Chaofan Qiao, Dongyu Xie, Guoqing Wang, Ningjuan Ruan, Lin Mei, Yang Yang, Heng Tao Shen
2025	J	`jnl`	Distilling Grounding DINO for an Edge-Cloud Collaborative Advanced Driver Assistance System. IEEE Trans. Circuits Syst. Video Technol. Cheng Lin, Hong Hu, Jie Zou, Lujun Li, Jun Liu, Yipeng Gao, Yang Yang, Heng Tao Shen
2025	J	`jnl`	Distributional Shortest-Path Graph Kernels. IEEE Trans. Knowl. Data Eng. Wei Ye, Wengang Guo, Shuhao Tang, Hao Tian, Xin Sun, Xiaofeng Cao, Heng Tao Shen
2025	J	`jnl`	Efficient self-supervised heterogeneous graph representation learning with reconstruction. Inf. Fusion Yujie Mo, Heng Tao Shen, Xiaofeng Zhu
2025	J	`jnl`	EnhanceGraph: A Continuously Enhanced Graph-based Index for High-dimensional Approximate Nearest Neighbor Search. CoRR Xiaoyao Zhong, Jiabao Jin, Peng Cheng, Mingyu Yang, Haoyang Li, Zhitao Shen, Heng Tao Shen, Jingkuan Song
2025	J	`jnl`	Enhancing Few-Shot 3D Point Cloud Classification With Soft Interaction and Self-Attention. IEEE Trans. Multim. Abdullah Aman Khan, Jie Shao, Sidra Shafiq, Shuyuan Zhu, Heng Tao Shen
2025	J	`jnl`	Evidence-Based Multi-Feature Fusion for Adversarial Robustness. IEEE Trans. Pattern Anal. Mach. Intell. Zheng Wang, Xing Xu, Lei Zhu, Yi Bin, Guoqing Wang, Yang Yang, Heng Tao Shen
2025	J	`jnl`	Explore Briefly, Then Decide: Mitigating LLM Overthinking via Cumulative Entropy Regulation. CoRR Tianyi Jiang, Yi Bin, Yujuan Ding, Kainian Zhu, Fei Ma, Jingkuan Song, Heng Tao Shen
2025	J	`jnl`	Exploring Kernel Transformations for Implicit Neural Representations. CoRR Sheng Zheng, Chaoning Zhang, Dongshen Han, Fachrina Dewi Puspitasari, Xinhong Hao, Yang Yang, Heng Tao Shen
2025	J	`jnl`	Exploring Kernel Transformations for Implicit Neural Representations. IEEE Trans. Multim. Sheng Zheng, Chaoning Zhang, Dongshen Han, Fachrina Dewi Puspitasari, Xinhong Hao, Yang Yang, Heng Tao Shen
2025	J	`jnl`	Fast SAM2 with Text-Driven Token Pruning. CoRR Avilasha Mandal, Chaoning Zhang, Fachrina Dewi Puspitasari, Xudong Wang, Jiaquan Zhang, Caiyan Qin, Guoqing Wang, Yang Yang, Heng Tao Shen
2025	J	`jnl`	Feature Noise Boosts DNN Generalization Under Label Noise. IEEE Trans. Neural Networks Learn. Syst. Lu Zeng, Xuan Chen, Xiaoshuang Shi, Heng Tao Shen
2025	J	`jnl`	Fine-Grained Alignment and Interaction for Video Grounding With Cross-Modal Semantic Hierarchical Graph. IEEE Trans. Circuits Syst. Video Technol. Ran Ran, Jiwei Wei, Shiyuan He, Yuyang Zhou, Peng Wang, Yang Yang, Heng Tao Shen
2025	—	`conf`	From Observation to Understanding: Front-Door Adjustments with Uncertainty Calibration for Enhancing Egocentric Reasoning in LVLMs. ACL (Findings) Shenshen Li, Wenxin Meng, Lei Wang, Hao Yang, Chong Peng, Peng Yan, Fumin Shen, Jingkuan Song, Heng Tao Shen, Xing Xu
2025	J	`jnl`	Generalizing vision-language models to novel domains: A comprehensive survey. CoRR Xinyao Li, Jingjing Li, Fengling Li, Lei Zhu, Yang Yang, Heng Tao Shen
2025	J	`jnl`	GeoPurify: A Data-Efficient Geometric Distillation Framework for Open-Vocabulary 3D Segmentation. CoRR Weijia Dou, Xu Zhang, Yi Bin, Jian Liu, Bo Peng, Guoyin Wang, Yang Yang, Heng Tao Shen
2025	J	`jnl`	GeoRef: Referring Expressions in Geometry via Task Formulation, Synthetic Supervision, and Reinforced MLLM-based Solutions. CoRR Bing Liu, Wenqiang Yv, Xuzheng Yang, Shichang Wang, Junzhuo Liu, Peng Wang, Guoqing Wang, Yang Yang, Heng Tao Shen
2025	A*	`conf`	Geometric Gradient Divergence Modulation for Imbalanced Multimodal Learning. ACM Multimedia Disen Hu, Xun Jiang, Zhe Sun, Hao Yang, Chong Peng, Peng Yan, Heng Tao Shen, Xing Xu
2025	J	`jnl`	Geometric Matching for Cross-Modal Retrieval. IEEE Trans. Neural Networks Learn. Syst. Zheng Wang, Zhenwei Gao, Yang Yang, Guoqing Wang, Chengbo Jiao, Heng Tao Shen
2025	J	`jnl`	HCFMN: Hierarchical Cross-Modal Fine-Grained Mining Network for Temporal Sentence Grounding. IEEE Trans. Multim. Ran Ran, Jiwei Wei, Yuyang Zhou, Xiang Guan, Yang Yang, Heng Tao Shen
2025	J	`jnl`	HarmoCLIP: Harmonizing Global and Regional Representations in Contrastive Vision-Language Models. CoRR Haoxi Zeng, Haoxuan Li, Yi Bin, Pengpeng Zeng, Xing Xu, Yang Yang, Heng Tao Shen
2025	J	`jnl`	Heterogeneous Experts and Hierarchical Perception for Underwater Salient Object Detection. IEEE Trans. Image Process. Mingfeng Zha, Guoqing Wang, Yunqiang Pei, Tianyu Li, Xiongxin Tang, Chongyi Li, Yang Yang, Heng Tao Shen
2025	J	`jnl`	Implicit Counterfactual Learning for Audio-Visual Segmentation. CoRR Mingfeng Zha, Tianyu Li, Guoyin Wang, Peng Wang, Yangyang Wu, Yang Yang, Heng Tao Shen
2025	J	`jnl`	InSpire: Vision-Language-Action Models with Intrinsic Spatial Reasoning. CoRR Ji Zhang, Shihan Wu, Xu Luo, Hao Wu, Lianli Gao, Heng Tao Shen, Jingkuan Song
2025	J	`jnl`	Infinite Stream Estimation under Personalized CoRR Leilei Du, Peng Cheng, Lei Chen, Heng Tao Shen, Xuemin Lin, Wei Xi
2025	J	`jnl`	Infinite Stream Estimation under Personalized w-Event Privacy. Proc. VLDB Endow. Leilei Du, Peng Cheng, Lei Chen, Heng Tao Shen, Xuemin Lin, Wei Xi
2025	J	`jnl`	Informative Scene Graph Generation via Debiasing. Int. J. Comput. Vis. Lianli Gao, Xinyu Lyu, Yuyu Guo, Yuxuan Hu, Yuan-Fang Li, Xu Lu, Heng Tao Shen, Jingkuan Song
2025	A*	`conf`	InteractGuide: LLM-Enhanced Multimodal Reasoning for User-Centric Interaction Recommendations in AR-HRI Authoring. ACM Multimedia Yunqiang Pei, Hongrong Yang, Kaiyue Zhang, Guoqing Wang, Peng Wang, Chaoning Zhang, Yang Yang, Heng Tao Shen
2025	J	`jnl`	Intrinsic Consistency Preservation With Adaptively Reliable Samples for Source-Free Domain Adaptation. IEEE Trans. Neural Networks Learn. Syst. Jialin Tian, Abdulmotaleb El Saddik, Xing Xu, Dongshuai Li, Zuo Cao, Heng Tao Shen
2025	J	`jnl`	Joint Objective and Subjective Fuzziness Denoising for Multimodal Sentiment Analysis. IEEE Trans. Fuzzy Syst. Xun Jiang, Xing Xu, Huimin Lu, Lianghua He, Heng Tao Shen
2025	J	`jnl`	LEC: Linear Expectation Constraints for False-Discovery Control in Selective Prediction and Routing Systems. CoRR Zhiyuan Wang, Aniri, Tianlong Chen, Yue Zhang, Heng Tao Shen, Xiaoshuang Shi, Kaidi Xu
2025	J	`jnl`	LRDNet: Lightweight LiDAR Aided Cascaded Feature Pools for Free Road Space Detection. IEEE Trans. Multim. Abdullah Aman Khan, Jie Shao, Yunbo Rao, Lei She, Heng Tao Shen
2025	—	`conf`	MMEvol: Empowering Multimodal Large Language Models with Evol-Instruct. ACL (Findings) Run Luo, Haonan Zhang, Longze Chen, Ting-En Lin, Xiong Liu, Yuchuan Wu, Min Yang, Yongbin Li, Minzheng Wang, Pengpeng Zeng, Lianli Gao, Heng Tao Shen, Yunshui Li, Hamid Alinejad-Rokny, Xiaobo Xia, Jingkuan Song, Fei Huang
2025	J	`jnl`	MSFlow: Multiscale Flow-Based Framework for Unsupervised Anomaly Detection. IEEE Trans. Neural Networks Learn. Syst. Yixuan Zhou, Xing Xu, Jingkuan Song, Fumin Shen, Heng Tao Shen
2025	J	`jnl`	MiVLA: Towards Generalizable Vision-Language-Action Model with Human-Robot Mutual Imitation Pre-training. CoRR Zhenhan Yin, Xuanhan Wang, Jiahao Jiang, Kaiyuan Deng, Pengqi Chen, Shuangle Li, Chong Liu, Xing Xu, Jingkuan Song, Lianli Gao, Heng Tao Shen
2025	J	`jnl`	Mitigating Hallucinations in Large Vision-Language Models via Reasoning Uncertainty-Guided Refinement. IEEE Trans. Multim. Shenshen Li, Xing Xu, Wenxin Meng, Jingkuan Song, Chong Peng, Heng Tao Shen
2025	J	`jnl`	Mix-Based Training Strategies for Learning Implicit Neural Representations. IEEE Trans. Multim. Dongshen Han, Chaoning Zhang, Sheng Zheng, Fachrina Dewi Puspitasari, Yang Yang, Heng Tao Shen
2025	J	`jnl`	More Than One Teacher: Adaptive Multi-Guidance Policy Optimization for Diverse Exploration. CoRR Xiaoyang Yuan, Yujuan Ding, Yi Bin, Wenqi Shao, Jinyu Cai, Jingkuan Song, Yang Yang, Heng Tao Shen
2025	J	`jnl`	Multi-Concept Learning for Scene Graph Generation. IEEE Trans. Image Process. Xinyu Lyu, Lianli Gao, Junlin Xie, Pengpeng Zeng, Yulu Tian, Jie Shao, Heng Tao Shen
2025	J	`jnl`	Multimodal Mathematical Reasoning with Diverse Solving Perspective. CoRR Wenhao Shi, Zhiqiang Hu, Yi Bin, Yang Yang, See-Kiong Ng, Heng Tao Shen
2025	J	`jnl`	New Dataset and Methods for Fine-Grained Compositional Referring Expression Comprehension via Specialist-MLLM Collaboration. CoRR Xuzheng Yang, Junzhuo Liu, Peng Wang, Guoyin Wang, Yang Yang, Heng Tao Shen
2025	J	`jnl`	New Dataset and Methods for Fine-Grained Compositional Referring Expression Comprehension via Specialist-MLLM Collaboration. IEEE Trans. Pattern Anal. Mach. Intell. Xuzheng Yang, Junzhuo Liu, Peng Wang, Guoqing Wang, Yang Yang, Heng Tao Shen
2025	A*	`conf`	PHGC: Procedural Heterogeneous Graph Completion for Natural Language Task Verification in Egocentric Videos. CVPR Xun Jiang, Zhiyi Huang, Xing Xu, Jingkuan Song, Fumin Shen, Heng Tao Shen
2025	A*	`conf`	PSCon: Product Search Through Conversations. SIGIR Jie Zou, Mohammad Aliannejadi, Evangelos Kanoulas, Shuxi Han, Heli Ma, Zheng Wang, Yang Yang, Heng Tao Shen
2025	J	`jnl`	PSCon: Toward Conversational Product Search. CoRR Jie Zou, Mohammad Aliannejadi, Evangelos Kanoulas, Shuxi Han, Heli Ma, Zheng Wang, Yang Yang, Heng Tao Shen
2025	J	`jnl`	Policy Contrastive Decoding for Robotic Foundation Models. CoRR Shihan Wu, Ji Zhang, Xu Luo, Junlin Xie, Jingkuan Song, Heng Tao Shen, Lianli Gao
2025	J	`jnl`	Query as Supervision: Toward Low-Cost and Robust Video Moment and Highlight Retrieval. IEEE Trans. Circuits Syst. Video Technol. Xun Jiang, Liqing Zhu, Xing Xu, Fumin Shen, Yang Yang, Heng Tao Shen
2025	A*	`conf`	RadLAS: A Foundation Model for Interpretable Radiography Image Analysis with Lesion-Aware Self-Supervised Pre-training. ACM Multimedia Yihang Liu, Ying Wen, Longzhen Yang, Lianghua He, Heng Tao Shen
2025	J	`jnl`	Reliable Few-Shot Learning Under Dual Noises. IEEE Trans. Pattern Anal. Mach. Intell. Ji Zhang, Jingkuan Song, Lianli Gao, Nicu Sebe, Heng Tao Shen
2025	J	`jnl`	Reliable Few-shot Learning under Dual Noises. CoRR Jingqiu Zhang, Jingkuan Song, Lianli Gao, Nicu Sebe, Heng Tao Shen
2025	J	`jnl`	Resisting Noise in Pseudo Labels: Audible Video Event Parsing With Evidential Learning. IEEE Trans. Neural Networks Learn. Syst. Xun Jiang, Xing Xu, Liqing Zhu, Zhe Sun, Andrzej Cichocki, Heng Tao Shen
2025	J	`jnl`	Rethinking Range-View LiDAR Segmentation in Adverse Weather. CoRR Longyu Yang, Ping Hu, Lu Zhang, Jun Liu, Yap-Peng Tan, Heng Tao Shen, Xiaofeng Zhu
2025	J	`jnl`	Reversible Inversion for Training-Free Exemplar-guided Image Editing. CoRR Yuke Li, Lianli Gao, Ji Zhang, Pengpeng Zeng, Lichuan Xiang, Hongkai Wen, Heng Tao Shen, Jingkuan Song
2025	J	`jnl`	SINDI: an Efficient Index for Approximate Maximum Inner Product Search on Sparse Vectors. CoRR Ruoxuan Li, Xiaoyao Zhong, Jiabao Jin, Peng Cheng, Wangze Ni, Lei Chen, Zhitao Shen, Wei Jia, Xiangyu Wang, Xuemin Lin, Heng Tao Shen, Jingkuan Song
2025	A*	`conf`	SaP-Bot: A Multimodal Large-Language Model for End-to-End Same-Product Identification. ACM Multimedia Yixuan Zhou, Yulu Tian, Wenliang Zhong, Xingbin Yu, Heng Tao Shen, Xing Xu
2025	J	`jnl`	SafePTR: Token-Level Jailbreak Defense in Multimodal LLMs via Prune-then-Restore Mechanism. CoRR Beitao Chen, Xinyu Lyu, Lianli Gao, Jingkuan Song, Heng Tao Shen
2025	A*	`conf`	Self-Supervised Anatomical Consistency Learning for Vision-Grounded Medical Report Generation. ACM Multimedia Longzhen Yang, Zhangkai Ni, Ying Wen, Yihang Liu, Lianghua He, Heng Tao Shen
2025	J	`jnl`	Self-Supervised Anatomical Consistency Learning for Vision-Grounded Medical Report Generation. CoRR Longzhen Yang, Zhangkai Ni, Ying Wen, Yihang Liu, Lianghua He, Heng Tao Shen
2025	A*	`conf`	Skip Tuning: Pre-trained Vision-Language Models are Effective and Efficient Adapters Themselves. CVPR Shihan Wu, Ji Zhang, Pengpeng Zeng, Lianli Gao, Jingkuan Song, Heng Tao Shen
2025	J	`jnl`	Syzygy of Thoughts: Improving LLM CoT with the Minimal Free Resolution. CoRR Chenghao Li, Chaoning Zhang, Yi Lu, Jiaquan Zhang, Qigan Sun, Xudong Wang, Jiwei Wei, Guoqing Wang, Yang Yang, Heng Tao Shen
2025	A*	`conf`	TAU-106K: A New Dataset for Comprehensive Understanding of Traffic Accident. ICLR Yixuan Zhou, Long Bai, Sijia Cai, Bing Deng, Xing Xu, Heng Tao Shen
2025	J	`jnl`	Table2LaTeX-RL: High-Fidelity LaTeX Code Generation from Table Images via Reinforced Multimodal Language Models. CoRR Jun Ling, Yao Qi, Tao Huang, Shibo Zhou, Yanqin Huang, Jiang Yang, Ziqi Song, Ying Zhou, Yang Yang, Heng Tao Shen, Peng Wang
2025	J	`jnl`	Temporal-Guided Mixture-of-Experts for Zero-Shot Video Question Answering. IEEE Trans. Circuits Syst. Video Technol. Yixin Qin, Lei Zhao, Lianli Gao, Haonan Zhang, Pengpeng Zeng, Heng Tao Shen
2025	J	`jnl`	Text-Video Retrieval With Global-LocalSemantic Consistent Learning. IEEE Trans. Image Process. Haonan Zhang, Pengpeng Zeng, Lianli Gao, Jingkuan Song, Yihang Duan, Xinyu Lyu, Heng Tao Shen
2025	J	`jnl`	Topology Learning for Two-View Correspondence Filtering. IEEE Trans. Multim. Ziwei Shi, Xiangyang Miao, Guobao Xiao, Songlin Du, Zheng Wang, Heng Tao Shen
2025	J	`jnl`	Toward Generalized and Realistic Unpaired Image Dehazing via Region-Aware Physical Constraints. IEEE Trans. Circuits Syst. Video Technol. Kaihao Lin, Guoqing Wang, Tianyu Li, Yuhui Wu, Chongyi Li, Yang Yang, Heng Tao Shen
2025	J	`jnl`	Towards Generalized and Training-Free Text-Guided Semantic Manipulation. CoRR Yu Hong, Xiao Cai, Pengpeng Zeng, Shuai Zhang, Jingkuan Song, Lianli Gao, Heng Tao Shen
2025	J	`jnl`	Truth in the Few: High-Value Data Selection for Efficient Multi-Modal Reasoning. CoRR Shenshen Li, Kaiyuan Deng, Lei Wang, Hao Yang, Chong Peng, Peng Yan, Fumin Shen, Heng Tao Shen, Xing Xu
2025	J	`jnl`	Understanding Chain-of-Thought in Large Language Models via Topological Data Analysis. CoRR Chenghao Li, Chaoning Zhang, Yi Lu, Shuxu Chen, Xudong Wang, Jiaquan Zhang, Zhicheng Wang, Zhengxun Jin, Kuien Liu, Sung-Ho Bae, Guoqing Wang, Yang Yang, Heng Tao Shen
2025	J	`jnl`	Unified Modality Separation: A Vision-Language Framework for Unsupervised Domain Adaptation. IEEE Trans. Pattern Anal. Mach. Intell. Xinyao Li, Jingjing Li, Zhekai Du, Lei Zhu, Heng Tao Shen
2025	J	`jnl`	Unified modality separation: A vision-language framework for unsupervised domain adaptation. CoRR Xinyao Li, Jingjing Li, Zhekai Du, Lei Zhu, Heng Tao Shen
2025	J	`jnl`	Unsupervised multi-view graph representation learning with dual weight-net. Inf. Fusion Yujie Mo, Heng Tao Shen, Xiaofeng Zhu
2025	J	`jnl`	VQ-Flow: Taming Normalizing Flows for Multi-Class Anomaly Detection via Hierarchical Vector Quantization. IEEE Trans. Multim. Yixuan Zhou, Xing Xu, Zhe Sun, Jingkuan Song, Andrzej Cichocki, Heng Tao Shen
2025	J	`jnl`	VSAG: An Optimized Search Framework for Graph-based Approximate Nearest Neighbor Search. CoRR Xiaoyao Zhong, Haotian Li, Jiabao Jin, Mingyu Yang, Deming Chu, Xiangyu Wang, Zhitao Shen, Wei Jia, George Gu, Yi Xie, Xuemin Lin, Heng Tao Shen, Jingkuan Song, Peng Cheng
2025	J	`jnl`	VSAG: An Optimized Search Framework for Graph-based Approximate Nearest Neighbor Search. Proc. VLDB Endow. Xiaoyao Zhong, Haotian Li, Jiabao Jin, Mingyu Yang, Deming Chu, Xiangyu Wang, Zhitao Shen, Wei Jia, George Gu, Yi Xie, Xuemin Lin, Heng Tao Shen, Jingkuan Song, Peng Cheng
2025	J	`jnl`	Visual Commonsense-Aware Representation Network for Video Captioning. IEEE Trans. Neural Networks Learn. Syst. Pengpeng Zeng, Haonan Zhang, Lianli Gao, Xiangpeng Li, Jin Qian, Heng Tao Shen
2025	J	`jnl`	Visual-Semantic Alignment Temporal Parsing for Action Quality Assessment. IEEE Trans. Circuits Syst. Video Technol. Kumie Gedamu, Yanli Ji, Yang Yang, Jie Shao, Heng Tao Shen
2024	J	`jnl`	A Comprehensive Survey on Source-Free Domain Adaptation. IEEE Trans. Pattern Anal. Mach. Intell. Jingjing Li, Zhiqi Yu, Zhekai Du, Lei Zhu, Heng Tao Shen
2024	J	`jnl`	Adaptive Multi-scale Degradation-Based Attack for Boosting the Adversarial Transferability. IEEE Trans. Multim. Ran Ran, Jiwei Wei, Chaoning Zhang, Guoqing Wang, Yang Yang, Heng Tao Shen
2024	A*	`conf`	Adaptive Uncertainty-Based Learning for Text-Based Person Retrieval. AAAI Shenshen Li, Chen He, Xing Xu, Fumin Shen, Yang Yang, Heng Tao Shen
2024	J	`jnl`	Align and Retrieve: Composition and Decomposition Learning in Image Retrieval With Text Feedback. IEEE Trans. Multim. Yahui Xu, Yi Bin, Jiwei Wei, Yang Yang, Guoqing Wang, Heng Tao Shen
2024	J	`jnl`	Alleviating Hallucinations in Large Vision-Language Models through Hallucination-Induced Optimization. CoRR Beitao Chen, Xinyu Lyu, Lianli Gao, Jingkuan Song, Heng Tao Shen
2024	A*	`conf`	An Efficient Membership Inference Attack for the Diffusion Model by Proximal Initialization. ICLR Fei Kong, Jinhao Duan, Ruipeng Ma, Heng Tao Shen, Xiaoshuang Shi, Xiaofeng Zhu, Kaidi Xu
2024	J	`jnl`	Anti-Collapse Loss for Deep Metric Learning Based on Coding Rate Metric. CoRR Xiruo Jiang, Yazhou Yao, Xili Dai, Fumin Shen, Xian-Sheng Hua, Heng Tao Shen
2024	J	`jnl`	Anti-Collapse Loss for Deep Metric Learning. IEEE Trans. Multim. Xiruo Jiang, Yazhou Yao, Xili Dai, Fumin Shen, Liqiang Nie, Heng Tao Shen
2024	J	`jnl`	BatchNorm-Based Weakly Supervised Video Anomaly Detection. IEEE Trans. Circuits Syst. Video Technol. Yixuan Zhou, Yi Qu, Xing Xu, Fumin Shen, Jingkuan Song, Heng Tao Shen
2024	J	`jnl`	Boosting Adversarial Training with Hardness-Guided Attack Strategy. IEEE Trans. Multim. Shiyuan He, Jiwei Wei, Chaoning Zhang, Xing Xu, Jingkuan Song, Yang Yang, Heng Tao Shen
2024	J	`jnl`	CPI-Parser: Integrating Causal Properties Into Multiple Human Parsing. IEEE Trans. Image Process. Xuanhan Wang, Xiaojia Chen, Lianli Gao, Jingkuan Song, Heng Tao Shen
2024	A*	`conf`	Caterpillar: A Pure-MLP Architecture with Shifted-Pillars-Concatenation. ACM Multimedia Jin Sun, Xiaoshuang Shi, Zhiyuan Wang, Kaidi Xu, Heng Tao Shen, Xiaofeng Zhu
2024	J	`jnl`	Complex Relation Embedding for Scene Graph Generation. IEEE Trans. Neural Networks Learn. Syst. Zheng Wang, Xing Xu, Yin Zhang, Yang Yang, Heng Tao Shen
2024	—	`conf`	ConU: Conformal Uncertainty in Large Language Models with Correctness Coverage Guarantees. EMNLP (Findings) Zhiyuan Wang, Jinhao Duan, Lu Cheng, Yue Zhang, Qingni Wang, Xiaoshuang Shi, Kaidi Xu, Heng Tao Shen, Xiaofeng Zhu
2024	J	`jnl`	Coreset Learning-Based Sparse Black-Box Adversarial Attack for Video Recognition. IEEE Trans. Inf. Forensics Secur. Jiefu Chen, Tong Chen, Xing Xu, Jingran Zhang, Yang Yang, Heng Tao Shen
2024	A*	`conf`	Counterfactually Augmented Event Matching for De-biased Temporal Sentence Grounding. ACM Multimedia Xun Jiang, Zhuoyuan Wei, Shenshen Li, Xing Xu, Jingkuan Song, Heng Tao Shen
2024	A*	`conf`	Cross-Insight Trader: A Trading Approach Integrating Policies with Diverse Investment Horizons for Portfolio Management. ICDE Zetao Zheng, Jie Shao, Shilong Deng, Anjie Zhu, Heng Tao Shen, Xiaofang Zhou
2024	J	`jnl`	Cross-Modal Retrieval: A Systematic Review of Methods and Future Directions. Proc. IEEE Tianshi Wang, Fengling Li, Lei Zhu, Jingjing Li, Zheng Zhang, Heng Tao Shen
2024	J	`jnl`	Cross-domain Recommendation via Dual Adversarial Adaptation. ACM Trans. Inf. Syst. Hongzu Su, Jingjing Li, Zhekai Du, Lei Zhu, Ke Lu, Heng Tao Shen
2024	J	`jnl`	DMH-CL: Dynamic Model Hardness Based Curriculum Learning for Complex Pose Estimation. IEEE Trans. Multim. Yan Dai, Beitao Chen, Lianli Gao, Jingkuan Song, Heng Tao Shen
2024	A*	`conf`	DePT: Decoupled Prompt Tuning. CVPR Ji Zhang, Shihan Wu, Lianli Gao, Heng Tao Shen, Jingkuan Song
2024	J	`jnl`	Density-Aware Cloud Removal of Remote Sensing Imagery Using a Global-Local Fusion Transformer. IEEE Trans. Geosci. Remote. Sens. Quan Rui, Shiyuan He, Tianyu Li, Guoqing Wang, Ningjuan Ruan, Lin Mei, Yang Yang, Heng Tao Shen
2024	J	`jnl`	DiffLoRA: Generating Personalized Low-Rank Adaptation Weights with Diffusion. CoRR Yujia Wu, Yiming Shi, Jiwei Wei, Chengwei Sun, Yuyang Zhou, Yang Yang, Heng Tao Shen
2024	J	`jnl`	Domain-Adaptive Energy-Based Models for Generalizable Face Anti-Spoofing. IEEE Trans. Multim. Dan Zhang, Zhekai Du, Jingjing Li, Lei Zhu, Heng Tao Shen
2024	J	`jnl`	Dominant SIngle-Modal SUpplementary Fusion (SIMSUF) for Multimodal Sentiment Analysis. IEEE Trans. Multim. Jian Huang, Yanli Ji, Zhen Qin, Yang Yang, Heng Tao Shen
2024	J	`jnl`	Dual Domain Perception and Progressive Refinement for Mirror Detection. IEEE Trans. Circuits Syst. Video Technol. Mingfeng Zha, Feiyang Fu, Yunqiang Pei, Guoqing Wang, Tianyu Li, Xiongxin Tang, Yang Yang, Heng Tao Shen
2024	J	`jnl`	Dual-Branch Hybrid Learning Network for Unbiased Scene Graph Generation. IEEE Trans. Circuits Syst. Video Technol. Chaofan Zheng, Lianli Gao, Xinyu Lyu, Pengpeng Zeng, Abdulmotaleb El Saddik, Heng Tao Shen
2024	A*	`conf`	Embracing Unimodal Aleatoric Uncertainty for Robust Multimodal Fusion. CVPR Zixian Gao, Xun Jiang, Xing Xu, Fumin Shen, Yujie Li, Heng Tao Shen
2024	A*	`conf`	Enhanced Experts with Uncertainty-Aware Routing for Multimodal Sentiment Analysis. ACM Multimedia Zixian Gao, Disen Hu, Xun Jiang, Huimin Lu, Heng Tao Shen, Xing Xu
2024	A*	`conf`	Ensemble Diversity Facilitates Adversarial Transferability. CVPR Bowen Tang, Zheng Wang, Yi Bin, Qi Dou, Yang Yang, Heng Tao Shen
2024	J	`jnl`	Estimating the Semantics via Sector Embedding for Image-Text Retrieval. IEEE Trans. Multim. Zheng Wang, Zhenwei Gao, Mengqun Han, Yang Yang, Heng Tao Shen
2024	J	`jnl`	FAFusion: Learning for Infrared and Visible Image Fusion via Frequency Awareness. IEEE Trans. Instrum. Meas. Guobao Xiao, Zhimin Tang, Hanlin Guo, Jun Yu, Heng Tao Shen
2024	J	`jnl`	Fully Unsupervised Domain-Agnostic Image Retrieval. IEEE Trans. Circuits Syst. Video Technol. Ziqiang Zheng, Hao Ren, Yang Wu, Weichuan Zhang, Hong Lu, Yang Yang, Heng Tao Shen
2024	J	`jnl`	Fuzzy Multimodal Graph Reasoning for Human-Centric Instructional Video Grounding. IEEE Trans. Fuzzy Syst. Yujie Li, Xun Jiang, Xing Xu, Huimin Lu, Heng Tao Shen
2024	J	`jnl`	GRLC: Graph Representation Learning With Constraints. IEEE Trans. Neural Networks Learn. Syst. Liang Peng, Yujie Mo, Jie Xu, Jialie Shen, Xiaoshuang Shi, Xiaoxiao Li, Heng Tao Shen, Xiaofeng Zhu
2024	J	`jnl`	GT23D-Bench: A Comprehensive General Text-to-3D Generation Benchmark. CoRR Sitong Su, Xiao Cai, Lianli Gao, Pengpeng Zeng, Qinhong Du, Mengqi Li, Heng Tao Shen, Jingkuan Song
2024	A*	`conf`	GalleryGPT: Analyzing Paintings with Large Multimodal Models. ACM Multimedia Yi Bin, Wenhao Shi, Yujuan Ding, Zhiqiang Hu, Zheng Wang, Yang Yang, See-Kiong Ng, Heng Tao Shen
2024	J	`jnl`	GalleryGPT: Analyzing Paintings with Large Multimodal Models. CoRR Yi Bin, Wenhao Shi, Yujuan Ding, Zhiqiang Hu, Zheng Wang, Yang Yang, See-Kiong Ng, Heng Tao Shen
2024	Misc	`conf`	Goal-Reaching Policy Learning from Non-Expert Observations via Effective Subgoal Guidance. CoRL Renming Huang, Shaochong Liu, Yunqiang Pei, Peng Wang, Guoqing Wang, Yang Yang, Heng Tao Shen
2024	A*	`conf`	HIT: Solving Partial Index Tracking via Hierarchical Reinforcement Learning. ICDE Zetao Zheng, Jie Shao, Feiyu Chen, Anjie Zhu, Shilong Deng, Heng Tao Shen
2024	J	`jnl`	Holistic Prototype Attention Network for Few-Shot Video Object Segmentation. IEEE Trans. Circuits Syst. Video Technol. Yin Tang, Tao Chen, Xiruo Jiang, Yazhou Yao, Guo-Sen Xie, Heng Tao Shen
2024	J	`jnl`	Imbalanced Open Set Domain Adaptation via Moving-Threshold Estimation and Gradual Alignment. IEEE Trans. Multim. Jinghan Ru, Jun Tian, Chengwei Xiao, Jingjing Li, Heng Tao Shen
2024	J	`jnl`	Improving Pre-Trained Model-Based Speech Emotion Recognition From a Low-Level Speech Feature Perspective. IEEE Trans. Multim. Ke Liu, Jiwei Wei, Jie Zou, Peng Wang, Yang Yang, Heng Tao Shen
2024	J	`jnl`	Instance-Dictionary Learning for Open-World Object Detection in Autonomous Driving Scenarios. IEEE Trans. Circuits Syst. Video Technol. Zeyu Ma, Ziqiang Zheng, Jiwei Wei, Yang Yang, Heng Tao Shen
2024	J	`jnl`	Invisible Black-Box Backdoor Attack against Deep Cross-Modal Hashing Retrieval. ACM Trans. Inf. Syst. Tianshi Wang, Fengling Li, Lei Zhu, Jingjing Li, Zheng Zhang, Heng Tao Shen
2024	A*	`conf`	JoReS-Diff: Joint Retinex and Semantic Priors in Diffusion Model for Low-light Image Enhancement. ACM Multimedia Yuhui Wu, Guoqing Wang, Zhiwen Wang, Yang Yang, Tianyu Li, Malu Zhang, Chongyi Li, Heng Tao Shen
2024	J	`jnl`	Learning With Imbalanced Noisy Data by Preventing Bias in Sample Selection. IEEE Trans. Multim. Huafeng Liu, Mengmeng Sheng, Zeren Sun, Yazhou Yao, Xian-Sheng Hua, Heng Tao Shen
2024	J	`jnl`	Learning with Imbalanced Noisy Data by Preventing Bias in Sample Selection. CoRR Huafeng Liu, Mengmeng Sheng, Zeren Sun, Yazhou Yao, Xian-Sheng Hua, Heng Tao Shen
2024	A*	`conf`	Leveraging Weak Cross-Modal Guidance for Coherence Modelling via Iterative Learning. ACM Multimedia Yi Bin, Junrong Liao, Yujuan Ding, Haoxuan Li, Yang Yang, See-Kiong Ng, Heng Tao Shen
2024	J	`jnl`	Leveraging Weak Cross-Modal Guidance for Coherence Modelling via Iterative Learning. CoRR Yi Bin, Junrong Liao, Yujuan Ding, Haoxuan Li, Yang Yang, See-Kiong Ng, Heng Tao Shen
2024	J	`jnl`	MMEvol: Empowering Multimodal Large Language Models with Evol-Instruct. CoRR Run Luo, Haonan Zhang, Longze Chen, Ting-En Lin, Xiong Liu, Yuchuan Wu, Min Yang, Minzheng Wang, Pengpeng Zeng, Lianli Gao, Heng Tao Shen, Yunshui Li, Xiaobo Xia, Fei Huang, Jingkuan Song, Yongbin Li
2024	A*	`conf`	MPT: Multi-grained Prompt Tuning for Text-Video Retrieval. ACM Multimedia Haonan Zhang, Pengpeng Zeng, Lianli Gao, Jingkuan Song, Heng Tao Shen
2024	J	`jnl`	Memory-Based Augmentation Network for Video Captioning. IEEE Trans. Multim. Shuaiqi Jing, Haonan Zhang, Pengpeng Zeng, Lianli Gao, Jingkuan Song, Heng Tao Shen
2024	J	`jnl`	Mentored Learning: Improving Generalization and Convergence of Student Learner. J. Mach. Learn. Res. Xiaofeng Cao, Yaming Guo, Heng Tao Shen, Ivor W. Tsang, James T. Kwok
2024	J	`jnl`	Modeling Hierarchical Uncertainty for Multimodal Emotion Recognition in Conversation. IEEE Trans. Cybern. Feiyu Chen, Jie Shao, Anjie Zhu, Deqiang Ouyang, Xueliang Liu, Heng Tao Shen
2024	J	`jnl`	Multi-Grained Attention Network With Mutual Exclusion for Composed Query-Based Image Retrieval. IEEE Trans. Circuits Syst. Video Technol. Shenshen Li, Xing Xu, Xun Jiang, Fumin Shen, Xin Liu, Heng Tao Shen
2024	J	`jnl`	Multi-Modal Hashing for Efficient Multimedia Retrieval: A Survey. IEEE Trans. Knowl. Data Eng. Lei Zhu, Chaoqun Zheng, Weili Guan, Jingjing Li, Yang Yang, Heng Tao Shen
2024	J	`jnl`	On Efficient Variants of Segment Anything Model: A Survey. CoRR Xiaorui Sun, Jun Liu, Heng Tao Shen, Xiaofeng Zhu, Ping Hu
2024	J	`jnl`	Online Unsupervised Domain Adaptation via Reducing Inter- and Intra-Domain Discrepancies. IEEE Trans. Neural Networks Learn. Syst. Yalan Ye, Tongjie Pan, Qianhe Meng, Jingjing Li, Heng Tao Shen
2024	J	`jnl`	Overcoming Data Deficiency for Multi-Person Pose Estimation. IEEE Trans. Neural Networks Learn. Syst. Yan Dai, Xuanhan Wang, Lianli Gao, Jingkuan Song, Feng Zheng, Heng Tao Shen
2024	J	`jnl`	Pixel Bleach Network for Detecting Face Forgery Under Compression. IEEE Trans. Multim. Congrui Li, Ziqiang Zheng, Yi Bin, Guoqing Wang, Yang Yang, Xuesheng Li, Heng Tao Shen
2024	A*	`conf`	ProS: Prompting-to-Simulate Generalized Knowledge for Universal Cross-Domain Retrieval. CVPR Kaipeng Fang, Jingkuan Song, Lianli Gao, Pengpeng Zeng, Zhi-Qi Cheng, Xiyao Li, Heng Tao Shen
2024	J	`jnl`	ReSParser: Fully Convolutional Multiple Human Parsing With Representative Sets. IEEE Trans. Multim. Yan Dai, Xiaojia Chen, Xuanhan Wang, Minghui Pang, Lianli Gao, Heng Tao Shen
2024	J	`jnl`	Region-aware Distribution Contrast: A Novel Approach to Multi-Task Partially Supervised Learning. CoRR Meixuan Li, Tianyu Li, Guoqing Wang, Peng Wang, Yang Yang, Heng Tao Shen
2024	J	`jnl`	Runge-Kutta Guided Feature Augmentation for Few-Sample Learning. IEEE Trans. Multim. Jiwei Wei, Yang Yang, Xiang Guan, Xing Xu, Guoqing Wang, Heng Tao Shen
2024	J	`jnl`	SDN: Semantic Decoupling Network for Temporal Language Grounding. IEEE Trans. Neural Networks Learn. Syst. Xun Jiang, Xing Xu, Jingran Zhang, Fumin Shen, Zuo Cao, Heng Tao Shen
2024	A*	`conf`	SI-BiViT: Binarizing Vision Transformers with Spatial Interaction. ACM Multimedia Peng Yin, Xiaosu Zhu, Jingkuan Song, Lianli Gao, Heng Tao Shen
2024	J	`jnl`	SPT: Spatial Pyramid Transformer for Image Captioning. IEEE Trans. Circuits Syst. Video Technol. Haonan Zhang, Pengpeng Zeng, Lianli Gao, Xinyu Lyu, Jingkuan Song, Heng Tao Shen
2024	A*	`conf`	ScanERU: Interactive 3D Visual Grounding Based on Embodied Reference Understanding. AAAI Ziyang Lu, Yunqiang Pei, Guoqing Wang, Peiwei Li, Yang Yang, Yinjie Lei, Heng Tao Shen
2024	J	`jnl`	SeMv-3D: Towards Semantic and Mutil-view Consistency simultaneously for General Text-to-3D Generation with Triplane Priors. CoRR Xiao Cai, Pengpeng Zeng, Lianli Gao, Junchen Zhu, Jiaxin Zhang, Sitong Su, Heng Tao Shen, Jingkuan Song
2024	A*	`conf`	Self-Supervised Heterogeneous Graph Learning: a Homophily and Heterogeneity View. ICLR Yujie Mo, Feiping Nie, Ping Hu, Heng Tao Shen, Zheng Zhang, Xinchao Wang, Xiaofeng Zhu
2024	J	`jnl`	Self-Supervised Sub-Action Parsing Network for Semi-Supervised Action Quality Assessment. IEEE Trans. Image Process. Kumie Gedamu, Yanli Ji, Yang Yang, Jie Shao, Heng Tao Shen
2024	J	`jnl`	Semantics Disentangling for Cross-Modal Retrieval. IEEE Trans. Image Process. Zheng Wang, Xing Xu, Jiwei Wei, Ning Xie, Yang Yang, Heng Tao Shen
2024	J	`jnl`	Set of Diverse Queries With Uncertainty Regularization for Composed Image Retrieval. IEEE Trans. Circuits Syst. Video Technol. Yahui Xu, Jiwei Wei, Yi Bin, Yang Yang, Zeyu Ma, Heng Tao Shen
2024	J	`jnl`	Skip Tuning: Pre-trained Vision-Language Models are Effective and Efficient Adapters Themselves. CoRR Shihan Wu, Ji Zhang, Pengpeng Zeng, Lianli Gao, Jingkuan Song, Heng Tao Shen
2024	A*	`conf`	T-SciQ: Teaching Multimodal Chain-of-Thought Reasoning via Large Language Model Signals for Science Question Answering. AAAI Lei Wang, Yi Hu, Jiabang He, Xing Xu, Ning Liu, Hui Liu, Heng Tao Shen
2024	J	`jnl`	Temporal Social Graph Network Hashing for Efficient Recommendation. IEEE Trans. Knowl. Data Eng. Yang Xu, Lei Zhu, Jingjing Li, Fengling Li, Heng Tao Shen
2024	A*	`conf`	Towards Dynamic-Prompting Collaboration for Source-Free Domain Adaptation. IJCAI Mengmeng Zhan, Zongqian Wu, Rongyao Hu, Ping Hu, Heng Tao Shen, Xiaofeng Zhu
2024	J	`jnl`	Towards Robust Person Re-Identification by Adversarial Training With Dynamic Attack Strategy. IEEE Trans. Multim. Jiwei Wei, Chen Pan, Shiyuan He, Guoqing Wang, Yang Yang, Heng Tao Shen
2024	J	`jnl`	Towards a Flexible Semantic Guided Model for Single Image Enhancement and Restoration. IEEE Trans. Pattern Anal. Mach. Intell. Yuhui Wu, Guoqing Wang, Shaochong Liu, Yang Yang, Wei Liu, Xiongxin Tang, Shuhang Gu, Chongyi Li, Heng Tao Shen
2024	J	`jnl`	Ump: Unified Modality-Aware Prompt Tuning for Text-Video Retrieval. IEEE Trans. Circuits Syst. Video Technol. Haonan Zhang, Pengpeng Zeng, Lianli Gao, Jingkuan Song, Heng Tao Shen
2024	A*	`conf`	Unsupervised Cross-Domain Image Retrieval with Semantic-Attended Mixture-of-Experts. SIGIR Kai Wang, Jiayang Liu, Xing Xu, Jingkuan Song, Xin Liu, Heng Tao Shen
2024	J	`jnl`	VQ-Flow: Taming Normalizing Flows for Multi-Class Anomaly Detection via Hierarchical Vector Quantization. CoRR Yixuan Zhou, Xing Xu, Zhe Sun, Jingkuan Song, Andrzej Cichocki, Heng Tao Shen
2024	J	`jnl`	Visually Source-Free Domain Adaptation via Adversarial Style Matching. IEEE Trans. Image Process. Mengmeng Jing, Jingjing Li, Ke Lu, Lei Zhu, Heng Tao Shen
2024	A*	`conf`	Weakly-Supervised Mirror Detection via Scribble Annotations. AAAI Mingfeng Zha, Yunqiang Pei, Guoqing Wang, Tianyu Li, Yang Yang, Wenbin Qian, Heng Tao Shen
2024	J	`jnl`	Zero-Shot Video Moment Retrieval With Angular Reconstructive Text Embeddings. IEEE Trans. Multim. Xun Jiang, Xing Xu, Zailei Zhou, Yang Yang, Fumin Shen, Heng Tao Shen
2023	J	`jnl`	A Complete Survey on Generative AI (AIGC): Is ChatGPT from GPT-4 to GPT-5 All You Need? CoRR Chaoning Zhang, Chenshuang Zhang, Sheng Zheng, Yu Qiao, Chenghao Li, Mengchun Zhang, Sumit Kumar Dam, Chu Myaet Thwal, Ye Lin Tun, Le Luang Huy, Dong Uk Kim, Sung-Ho Bae, Lik-Hang Lee, Yang Yang, Heng Tao Shen, In So Kweon, Choong Seon Hong
2023	J	`jnl`	A Comprehensive Survey on Source-free Domain Adaptation. CoRR Zhiqi Yu, Jingjing Li, Zhekai Du, Lei Zhu, Heng Tao Shen
2023	A*	`conf`	A Universal Unbiased Method for Classification from Aggregate Observations. ICML Zixi Wei, Lei Feng, Bo Han, Tongliang Liu, Gang Niu, Xiaofeng Zhu, Heng Tao Shen
2023	J	`jnl`	A Universal Unbiased Method for Classification from Aggregate Observations. CoRR Zixi Wei, Lei Feng, Bo Han, Tongliang Liu, Gang Niu, Xiaofeng Zhu, Heng Tao Shen
2023	J	`jnl`	AMANet: Adaptive Multi-Path Aggregation for Learning Human 2D-3D Correspondences. IEEE Trans. Multim. Xuanhan Wang, Yuyu Guo, Jingkuan Song, Lianli Gao, Heng Tao Shen
2023	J	`jnl`	Adaptive Feature Projection With Distribution Alignment for Deep Incomplete Multi-View Clustering. IEEE Trans. Image Process. Jie Xu, Chao Li, Liang Peng, Yazhou Ren, Xiaoshuang Shi, Heng Tao Shen, Xiaofeng Zhu
2023	J	`jnl`	Adaptive Fine-Grained Predicates Learning for Scene Graph Generation. IEEE Trans. Pattern Anal. Mach. Intell. Xinyu Lyu, Lianli Gao, Pengpeng Zeng, Heng Tao Shen, Jingkuan Song
2023	J	`jnl`	Adversarial Mixup Ratio Confusion for Unsupervised Domain Adaptation. IEEE Trans. Multim. Mengmeng Jing, Lichao Meng, Jingjing Li, Lei Zhu, Heng Tao Shen
2023	J	`jnl`	AnoOnly: Semi-Supervised Anomaly Detection without Loss on Normal Data. CoRR Yixuan Zhou, Peiyu Yang, Yi Qu, Xing Xu, Fumin Shen, Heng Tao Shen
2023	J	`jnl`	Asynchronous Generative Adversarial Network for Asymmetric Unpaired Image-to-Image Translation. IEEE Trans. Multim. Ziqiang Zheng, Yi Bin, Xiaoou Lv, Yang Wu, Yang Yang, Heng Tao Shen
2023	J	`jnl`	Attention Map Guided Transformer Pruning for Edge Device. CoRR Junzhu Mao, Yazhou Yao, Zeren Sun, Xingguo Huang, Fumin Shen, Heng Tao Shen
2023	J	`jnl`	Attention Map Guided Transformer Pruning for Occluded Person Re-Identification on Edge Device. IEEE Trans. Multim. Junzhu Mao, Yazhou Yao, Zeren Sun, Xingguo Huang, Fumin Shen, Heng Tao Shen
2023	J	`jnl`	CIParsing: Unifying Causality Properties into Multiple Human Parsing. CoRR Xiaojia Chen, Xuanhan Wang, Lianli Gao, Beitao Chen, Jingkuan Song, Heng Tao Shen
2023	J	`jnl`	Category Alignment Adversarial Learning for Cross-Modal Retrieval. IEEE Trans. Knowl. Data Eng. Shiyuan He, Weiyang Wang, Zheng Wang, Xing Xu, Yang Yang, Xiaoming Wang, Heng Tao Shen
2023	J	`jnl`	Classification Certainty Maximization for Unsupervised Domain Adaptation. IEEE Trans. Circuits Syst. Video Technol. Zhiqi Yu, Jingjing Li, Lei Zhu, Ke Lu, Heng Tao Shen
2023	J	`jnl`	Co-attention Propagation Network for Zero-Shot Video Object Segmentation. CoRR Gensheng Pei, Yazhou Yao, Fumin Shen, Dan Huang, Xingguo Huang, Heng Tao Shen
2023	J	`jnl`	Composition-Aware Image Steganography Through Adversarial Self-Generated Supervision. IEEE Trans. Neural Networks Learn. Syst. Ziqiang Zheng, Yuanmeng Hu, Yi Bin, Xing Xu, Yang Yang, Heng Tao Shen
2023	J	`jnl`	Continual Referring Expression Comprehension via Dual Modular Memorization. CoRR Heng Tao Shen, Cheng Chen, Peng Wang, Lianli Gao, Meng Wang, Jingkuan Song
2023	J	`jnl`	Cross-Modal Retrieval: A Systematic Review of Methods and Future Directions. CoRR Lei Zhu, Tianshi Wang, Fengling Li, Jingjing Li, Zheng Zhang, Heng Tao Shen
2023	A*	`conf`	Cross-modality Representation Interactive Learning for Multimodal Sentiment Analysis. ACM Multimedia Jian Huang, Yanli Ji, Yang Yang, Heng Tao Shen
2023	A*	`conf`	DCEL: Deep Cross-modal Evidential Learning for Text-Based Person Retrieval. ACM Multimedia Shenshen Li, Xing Xu, Yang Yang, Fumin Shen, Yijun Mo, Yujie Li, Heng Tao Shen
2023	A*	`conf`	Depth-Aware Sparse Transformer for Video-Language Learning. ACM Multimedia Haonan Zhang, Lianli Gao, Pengpeng Zeng, Alan Hanjalic, Heng Tao Shen
2023	A*	`conf`	Disentangled Multiplex Graph Representation Learning. ICML Yujie Mo, Yajie Lei, Jialie Shen, Xiaoshuang Shi, Heng Tao Shen, Xiaofeng Zhu
2023	A*	`conf`	Do-GOOD: Towards Distribution Shift Evaluation for Pre-Trained Visual Document Understanding Models. SIGIR Jiabang He, Yi Hu, Lei Wang, Xing Xu, Ning Liu, Hui Liu, Heng Tao Shen
2023	J	`jnl`	Do-GOOD: Towards Distribution Shift Evaluation for Pre-Trained Visual Document Understanding Models. CoRR Jiabang He, Yi Hu, Lei Wang, Xing Xu, Ning Liu, Hui Liu, Heng Tao Shen
2023	J	`jnl`	Dual-Aligned Feature Confusion Alleviation for Generalized Zero-Shot Learning. IEEE Trans. Circuits Syst. Video Technol. Hongzu Su, Jingjing Li, Ke Lu, Lei Zhu, Heng Tao Shen
2023	J	`jnl`	End-to-End Pre-Training With Hierarchical Matching and Momentum Contrast for Text-Video Retrieval. IEEE Trans. Image Process. Wenxue Shen, Jingkuan Song, Xiaosu Zhu, Gongfu Li, Heng Tao Shen
2023	A*	`conf`	Faster Video Moment Retrieval with Point-Level Supervision. ACM Multimedia Xun Jiang, Zailei Zhou, Xing Xu, Yang Yang, Guoqing Wang, Heng Tao Shen
2023	J	`jnl`	Faster Video Moment Retrieval with Point-Level Supervision. CoRR Xun Jiang, Zailei Zhou, Xing Xu, Yang Yang, Guoqing Wang, Heng Tao Shen
2023	J	`jnl`	Feature Noise Boosts DNN Generalization under Label Noise. CoRR Lu Zeng, Xuan Chen, Xiaoshuang Shi, Heng Tao Shen
2023	J	`jnl`	Fine-Grained Spatio-Temporal Parsing Network for Action Quality Assessment. IEEE Trans. Image Process. Kumie Gedamu, Yanli Ji, Yang Yang, Jie Shao, Heng Tao Shen
2023	J	`jnl`	Heterogeneous Knowledge Network for Visual Dialog. IEEE Trans. Circuits Syst. Video Technol. Lei Zhao, Junlin Li, Lianli Gao, Yunbo Rao, Jingkuan Song, Heng Tao Shen
2023	J	`jnl`	Hierarchical Co-Attention Propagation Network for Zero-Shot Video Object Segmentation. IEEE Trans. Image Process. Gensheng Pei, Yazhou Yao, Fumin Shen, Dan Huang, Xingguo Huang, Heng Tao Shen
2023	J	`jnl`	Hierarchical Graph Pattern Understanding for Zero-Shot VOS. CoRR Gensheng Pei, Fumin Shen, Yazhou Yao, Tao Chen, Xian-Sheng Hua, Heng Tao Shen
2023	J	`jnl`	Hierarchical Graph Pattern Understanding for Zero-Shot Video Object Segmentation. IEEE Trans. Image Process. Gensheng Pei, Fumin Shen, Yazhou Yao, Tao Chen, Xian-Sheng Hua, Heng Tao Shen
2023	J	`jnl`	Holistic Prototype Attention Network for Few-Shot VOS. CoRR Yin Tang, Tao Chen, Xiruo Jiang, Yazhou Yao, Guo-Sen Xie, Heng Tao Shen
2023	A*	`conf`	ICL-D3IE: In-Context Learning with Diverse Demonstrations Updating for Document Information Extraction. ICCV Jiabang He, Lei Wang, Yi Hu, Ning Liu, Hui Liu, Xing Xu, Heng Tao Shen
2023	J	`jnl`	ICL-D3IE: In-Context Learning with Diverse Demonstrations Updating for Document Information Extraction. CoRR Jiabang He, Lei Wang, Yi Hu, Ning Liu, Hui Liu, Xing Xu, Heng Tao Shen
2023	J	`jnl`	Imbalanced Open Set Domain Adaptation via Moving-threshold Estimation and Gradual Alignment. CoRR Jinghan Ru, Jun Tian, Zhekai Du, Chengwei Xiao, Jingjing Li, Heng Tao Shen
2023	J	`jnl`	Instance-Variant Loss with Gaussian RBF Kernel for 3D Cross-modal Retriveal. CoRR Zhitao Liu, Zengyu Liu, Jiwei Wei, Guan Wang, Zhenjiang Du, Ning Xie, Heng Tao Shen
2023	J	`jnl`	Investigating and Mitigating the Side Effects of Noisy Views in Multi-view Clustering in Practical Scenarios. CoRR Jie Xu, Gang Niu, Xiaolong Wang, Yazhou Ren, Lei Feng, Xiaoshuang Shi, Heng Tao Shen, Xiaofeng Zhu
2023	A*	`conf`	Joint Searching and Grounding: Multi-Granularity Video Content Retrieval. ACM Multimedia Zhiguo Chen, Xun Jiang, Xing Xu, Zuo Cao, Yijun Mo, Heng Tao Shen
2023	J	`jnl`	KE-RCNN: Unifying Knowledge-Based Reasoning Into Part-Level Attribute Parsing. IEEE Trans. Cybern. Xuanhan Wang, Jingkuan Song, Xiaojia Chen, Lechao Cheng, Lianli Gao, Heng Tao Shen
2023	J	`jnl`	Label-Guided Generative Adversarial Network for Realistic Image Synthesis. IEEE Trans. Pattern Anal. Mach. Intell. Junchen Zhu, Lianli Gao, Jingkuan Song, Yuan-Fang Li, Feng Zheng, Xuelong Li, Heng Tao Shen
2023	J	`jnl`	Language-Augmented Pixel Embedding for Generalized Zero-Shot Learning. IEEE Trans. Circuits Syst. Video Technol. Ziyang Wang, Yunhao Gou, Jingjing Li, Lei Zhu, Heng Tao Shen
2023	J	`jnl`	Learning MLatent Representations for Generalized Zero-Shot Learning. IEEE Trans. Multim. Yalan Ye, Tongjie Pan, Tonghoujun Luo, Jingjing Li, Heng Tao Shen
2023	A*	`conf`	Learning Semantic-Aware Knowledge Guidance for Low-Light Image Enhancement. CVPR Yuhui Wu, Chen Pan, Guoqing Wang, Yang Yang, Jiwei Wei, Chongyi Li, Heng Tao Shen
2023	J	`jnl`	Learning Semantic-Aware Knowledge Guidance for Low-Light Image Enhancement. CoRR Yuhui Wu, Chen Pan, Guoqing Wang, Yang Yang, Jiwei Wei, Chongyi Li, Heng Tao Shen
2023	J	`jnl`	Less is Better: Exponential Loss for Cross-Modal Matching. IEEE Trans. Circuits Syst. Video Technol. Jiwei Wei, Yang Yang, Xing Xu, Jingkuan Song, Guoqing Wang, Heng Tao Shen
2023	J	`jnl`	MSFlow: Multi-Scale Flow-based Framework for Unsupervised Anomaly Detection. CoRR Yixuan Zhou, Xing Xu, Jingkuan Song, Fumin Shen, Heng Tao Shen
2023	J	`jnl`	Make-A-Storyboard: A General Framework for Storyboard with Disentangled and Merged Control. CoRR Sitong Su, Litao Guo, Lianli Gao, Heng Tao Shen, Jingkuan Song
2023	J	`jnl`	Modality-Invariant Asymmetric Networks for Cross-Modal Hashing. IEEE Trans. Knowl. Data Eng. Zheng Zhang, Haoyang Luo, Lei Zhu, Guangming Lu, Heng Tao Shen
2023	J	`jnl`	Multi-Modal Transformer With Global-Local Alignment for Composed Query Image Retrieval. IEEE Trans. Multim. Yahui Xu, Yi Bin, Jiwei Wei, Yang Yang, Guoqing Wang, Heng Tao Shen
2023	J	`jnl`	Multi-level Attention-based Domain Disentanglement for BCDR. ACM Trans. Inf. Syst. Xinyue Zhang, Jingjing Li, Hongzu Su, Lei Zhu, Heng Tao Shen
2023	A*	`conf`	Multilateral Semantic Relations Modeling for Image Text Retrieval. CVPR Zheng Wang, Zhenwei Gao, Kangshuai Guo, Yang Yang, Xiaoming Wang, Heng Tao Shen
2023	—	`conf`	Multimodal Apology: Using WebXR to Repair Trust with Virtual Companion. VR Workshops Yunqiang Pei, Renming Huang, Guoqing Wang, Yang Yang, Ning Xie, Heng Tao Shen
2023	A*	`conf`	Multiplex Graph Representation Learning via Common and Private Information Mining. AAAI Yujie Mo, Zongqian Wu, Yuhuan Chen, Xiaoshuang Shi, Heng Tao Shen, Xiaofeng Zhu
2023	A*	`conf`	Multivariate, Multi-Frequency and Multimodal: Rethinking Graph Neural Networks for Emotion Recognition in Conversation. CVPR Feiyu Chen, Jie Shao, Shuyuan Zhu, Heng Tao Shen
2023	A*	`conf`	Non-Autoregressive Math Word Problem Solver with Unified Tree Structure. EMNLP Yi Bin, Mengqun Han, Wenhao Shi, Lei Wang, Yang Yang, See-Kiong Ng, Heng Tao Shen
2023	J	`jnl`	Non-Autoregressive Math Word Problem Solver with Unified Tree Structure. CoRR Yi Bin, Mengqun Han, Wenhao Shi, Lei Wang, Yang Yang, Heng Tao Shen
2023	J	`jnl`	On the Imaginary Wings: Text-Assisted Complex-Valued Fusion Network for Fine-Grained Visual Classification. IEEE Trans. Neural Networks Learn. Syst. Xiang Guan, Yang Yang, Jingjing Li, Xiaofeng Zhu, Jingkuan Song, Heng Tao Shen
2023	J	`jnl`	Open Set Domain Adaptation via Joint Alignment and Category Separation. IEEE Trans. Neural Networks Learn. Syst. Jieyan Liu, Mengmeng Jing, Jingjing Li, Ke Lu, Heng Tao Shen
2023	A*	`conf`	Open-Scenario Domain Adaptive Object Detection in Autonomous Driving. ACM Multimedia Zeyu Ma, Ziqiang Zheng, Jiwei Wei, Xiaoyong Wei, Yang Yang, Heng Tao Shen
2023	A*	`conf`	Part-Aware Transformer for Generalizable Person Re-identification. ICCV Hao Ni, Yuke Li, Lianli Gao, Heng Tao Shen, Jingkuan Song
2023	J	`jnl`	Part-Aware Transformer for Generalizable Person Re-identification. CoRR Hao Ni, Yuke Li, Heng Tao Shen, Jingkuan Song
2023	J	`jnl`	Privacy-Preserving Adaptive Remaining Useful Life Prediction via Source-Free Domain Adaption. IEEE Trans. Instrum. Meas. Kangkai Wu, Jingjing Li, Lichao Meng, Fengling Li, Heng Tao Shen
2023	J	`jnl`	ProS: Prompting-to-simulate Generalized knowledge for Universal Cross-Domain Retrieval. CoRR Kaipeng Fang, Jingkuan Song, Lianli Gao, Pengpeng Zeng, Zhi-Qi Cheng, Xiyao Li, Heng Tao Shen
2023	J	`jnl`	Prototype-based Aleatoric Uncertainty Quantification for Cross-modal Retrieval. CoRR Hao Li, Jingkuan Song, Lianli Gao, Xiaosu Zhu, Heng Tao Shen
2023	J	`jnl`	Quaternion Relation Embedding for Scene Graph Generation. IEEE Trans. Multim. Zheng Wang, Xing Xu, Guoqing Wang, Yang Yang, Heng Tao Shen
2023	J	`jnl`	ReCo-Diff: Explore Retinex-Based Condition Strategy in Diffusion Model for Low-Light Image Enhancement. CoRR Yuhui Wu, Guoqing Wang, Zhiwen Wang, Yang Yang, Tianyu Li, Peng Wang, Chongyi Li, Heng Tao Shen
2023	J	`jnl`	Region Attention Enhanced Unsupervised Cross-Domain Facial Emotion Recognition. IEEE Trans. Knowl. Data Eng. Yanli Ji, Yuhan Hu, Yang Yang, Heng Tao Shen
2023	J	`jnl`	Relation-mining self-attention network for skeleton-based human action recognition. Pattern Recognit. Kumie Gedamu, Yanli Ji, Lingling Gao, Yang Yang, Heng Tao Shen
2023	A*	`conf`	Relational Temporal Graph Convolutional Networks for Ranking-Based Stock Prediction. ICDE Zetao Zheng, Jie Shao, Jia Zhu, Heng Tao Shen
2023	J	`jnl`	Revisiting Multi-Codebook Quantization. IEEE Trans. Image Process. Xiaosu Zhu, Jingkuan Song, Lianli Gao, Xiaoyan Gu, Heng Tao Shen
2023	J	`jnl`	ScanERU: Interactive 3D Visual Grounding based on Embodied Reference Understanding. CoRR Ziyang Lu, Yunqiang Pei, Guoqing Wang, Yang Yang, Zheng Wang, Heng Tao Shen
2023	A*	`conf`	Self-Relational Graph Convolution Network for Skeleton-Based Action Recognition. ACM Multimedia Sophyani Banaamwini Yussif, Ning Xie, Yang Yang, Heng Tao Shen
2023	J	`jnl`	Self-Supervised Fine-Grained Cycle-Separation Network (FSCN) for Visual-Audio Separation. IEEE Trans. Multim. Yanli Ji, Shuo Ma, Xing Xu, Xuelong Li, Heng Tao Shen
2023	J	`jnl`	Spherical Centralized Quantization for Fast Image Retrieval. IEEE Trans. Image Process. Jingkuan Song, Zhibin Zhang, Xiaosu Zhu, Qike Zhao, Meng Wang, Heng Tao Shen
2023	A*	`conf`	Style-Controllable Generalized Person Re-identification. ACM Multimedia Yuke Li, Jingkuan Song, Hao Ni, Heng Tao Shen
2023	J	`jnl`	T-SciQ: Teaching Multimodal Chain-of-Thought Reasoning via Large Language Model Signals for Science Question Answering. CoRR Lei Wang, Yi Hu, Jiabang He, Xing Xu, Ning Liu, Hui Liu, Heng Tao Shen
2023	J	`jnl`	TEVL: Trilinear Encoder for Video-language Representation Learning. ACM Trans. Multim. Comput. Commun. Appl. Xin Man, Jie Shao, Feiyu Chen, Mingxing Zhang, Heng Tao Shen
2023	J	`jnl`	TFUN: Trilinear Fusion Network for Ternary Image-Text Retrieval. Inf. Fusion Xing Xu, Jialiang Sun, Zuo Cao, Yin Zhang, Xiaofeng Zhu, Heng Tao Shen
2023	J	`jnl`	Towards Redundancy-Free Sub-networks in Continual Learning. CoRR Cheng Chen, Jingkuan Song, Lianli Gao, Heng Tao Shen
2023	J	`jnl`	UNTIE: Clustering analysis with disentanglement in multi-view information fusion. Inf. Fusion Jie Xu, Yazhou Ren, Xiaoshuang Shi, Heng Tao Shen, Xiaofeng Zhu
2023	J	`jnl`	Uneven Bi-Classifier Learning for Domain Adaptation. IEEE Trans. Circuits Syst. Video Technol. Zhiqi Yu, Jingjing Li, Lei Zhu, Ke Lu, Heng Tao Shen
2023	A*	`conf`	Unifying Two-Stream Encoders with Transformers for Cross-Modal Retrieval. ACM Multimedia Yi Bin, Haoxuan Li, Yahui Xu, Xing Xu, Yang Yang, Heng Tao Shen
2023	J	`jnl`	Unifying Two-Stream Encoders with Transformers for Cross-Modal Retrieval. CoRR Yi Bin, Haoxuan Li, Yahui Xu, Xing Xu, Yang Yang, Heng Tao Shen
2023	J	`jnl`	Using Caterpillar to Nibble Small-Scale Images. CoRR Jin Sun, Xiaoshuang Shi, Zhiyuan Weng, Kaidi Xu, Heng Tao Shen, Xiaofeng Zhu
2023	J	`jnl`	Visual Embedding Augmentation in Fourier Domain for Deep Metric Learning. IEEE Trans. Circuits Syst. Video Technol. Zheng Wang, Zhenwei Gao, Guoqing Wang, Yang Yang, Heng Tao Shen
2023	J	`jnl`	Work Together: Correlation-Identity Reconstruction Hashing for Unsupervised Cross-Modal Retrieval. IEEE Trans. Knowl. Data Eng. Lei Zhu, Xize Wu, Jingjing Li, Zheng Zhang, Weili Guan, Heng Tao Shen
2023	A*	`conf`	Your Negative May not Be True Negative: Boosting Image-Text Matching with False Negative Elimination. ACM Multimedia Haoxuan Li, Yi Bin, Junrong Liao, Yang Yang, Heng Tao Shen
2023	J	`jnl`	Your Negative May not Be True Negative: Boosting Image-Text Matching with False Negative Elimination. CoRR Haoxuan Li, Yi Bin, Junrong Liao, Yang Yang, Heng Tao Shen
2022	J	`jnl`	A Lower Bound of Hash Codes' Performance. CoRR Xiaosu Zhu, Jingkuan Song, Yu Lei, Lianli Gao, Heng Tao Shen
2022	A*	`conf`	ARRA: Absolute-Relative Ranking Attack against Image Retrieval. ACM Multimedia Siyuan Li, Xing Xu, Zailei Zhou, Yang Yang, Guoqing Wang, Heng Tao Shen
2022	J	`jnl`	Action-Centric Relation Transformer Network for Video Question Answering. IEEE Trans. Circuits Syst. Video Technol. Jipeng Zhang, Jie Shao, Rui Cao, Lianli Gao, Xing Xu, Heng Tao Shen
2022	J	`jnl`	Adaptive Fine-Grained Predicates Learning for Scene Graph Generation. CoRR Xinyu Lyu, Lianli Gao, Pengpeng Zeng, Heng Tao Shen, Jingkuan Song
2022	J	`jnl`	Adversarial Entropy Optimization for Unsupervised Domain Adaptation. IEEE Trans. Neural Networks Learn. Syst. Ao Ma, Jingjing Li, Ke Lu, Lei Zhu, Heng Tao Shen
2022	J	`jnl`	AgeGAN++: Face Aging and Rejuvenation With Dual Conditional GANs. IEEE Trans. Multim. Jingkuan Song, Jingqiu Zhang, Lianli Gao, Zhou Zhao, Heng Tao Shen
2022	J	`jnl`	Alleviating Domain Shift via Discriminative Learning for Generalized Zero-Shot Learning. IEEE Trans. Multim. Yalan Ye, Yukun He, Tongjie Pan, Jingjing Li, Heng Tao Shen
2022	J	`jnl`	Answer Again: Improving VQA With Cascaded-Answering Model. IEEE Trans. Knowl. Data Eng. Liang Peng, Yang Yang, Xiaopeng Zhang, Yanli Ji, Huimin Lu, Heng Tao Shen
2022	J	`jnl`	Comprehensive Framework of Early and Late Fusion for Image-Sentence Retrieval. IEEE Multim. Yifan Wang, Xing Xu, Wei Yu, Ruicong Xu, Zuo Cao, Heng Tao Shen
2022	J	`jnl`	Continual Referring Expression Comprehension via Dual Modular Memorization. IEEE Trans. Image Process. Heng Tao Shen, Cheng Chen, Peng Wang, Lianli Gao, Meng Wang, Jingkuan Song
2022	J	`jnl`	Cross-Modal Dynamic Networks for Video Moment Retrieval With Text Query. IEEE Trans. Multim. Gongmian Wang, Xing Xu, Fumin Shen, Huimin Lu, Yanli Ji, Heng Tao Shen
2022	A*	`conf`	DHHN: Dual Hierarchical Hybrid Network for Weakly-Supervised Audio-Visual Video Parsing. ACM Multimedia Xun Jiang, Xing Xu, Zhiguo Chen, Jingran Zhang, Jingkuan Song, Fumin Shen, Huimin Lu, Heng Tao Shen
2022	J	`jnl`	Divergence-Agnostic Unsupervised Domain Adaptation by Adversarial Attacks. IEEE Trans. Pattern Anal. Mach. Intell. Jingjing Li, Zhekai Du, Lei Zhu, Zhengming Ding, Ke Lu, Heng Tao Shen
2022	J	`jnl`	Domain Adaptive Remaining Useful Life Prediction With Transformer. IEEE Trans. Instrum. Meas. Xinyao Li, Jingjing Li, Lin Zuo, Lei Zhu, Heng Tao Shen
2022	J	`jnl`	Dual-branch Hybrid Learning Network for Unbiased Scene Graph Generation. CoRR Chaofan Zheng, Lianli Gao, Xinyu Lyu, Pengpeng Zeng, Abdulmotaleb El Saddik, Heng Tao Shen
2022	J	`jnl`	Faster Domain Adaptation Networks. IEEE Trans. Knowl. Data Eng. Jingjing Li, Mengmeng Jing, Hongzu Su, Ke Lu, Lei Zhu, Heng Tao Shen
2022	A*	`conf`	Fine-Grained Predicates Learning for Scene Graph Generation. CVPR Xinyu Lyu, Lianli Gao, Yuyu Guo, Zhou Zhao, Hao Huang, Heng Tao Shen, Jingkuan Song
2022	J	`jnl`	Fine-Grained Predicates Learning for Scene Graph Generation. CoRR Xinyu Lyu, Lianli Gao, Yuyu Guo, Zhou Zhao, Hao Huang, Heng Tao Shen, Jingkuan Song
2022	J	`jnl`	Flow-Edge Guided Unsupervised Video Object Segmentation. IEEE Trans. Circuits Syst. Video Technol. Yifeng Zhou, Xing Xu, Fumin Shen, Xiaofeng Zhu, Heng Tao Shen
2022	J	`jnl`	From Pixels to Objects: Cubic Visual Attention for Visual Question Answering. CoRR Jingkuan Song, Pengpeng Zeng, Lianli Gao, Heng Tao Shen
2022	A*	`conf`	Global-Local Cross-View Fisher Discrimination for View-Invariant Action Recognition. ACM Multimedia Lingling Gao, Yanli Ji, Yang Yang, Heng Tao Shen
2022	J	`jnl`	Hierarchical Representation Network With Auxiliary Tasks for Video Captioning and Video Question Answering. IEEE Trans. Image Process. Lianli Gao, Yu Lei, Pengpeng Zeng, Jingkuan Song, Meng Wang, Heng Tao Shen
2022	J	`jnl`	Investigating the Bilateral Connections in Generative Zero-Shot Learning. IEEE Trans. Cybern. Jingjing Li, Mengmeng Jing, Ke Lu, Lei Zhu, Heng Tao Shen
2022	J	`jnl`	Joint Feature Synthesis and Embedding: Adversarial Cross-Modal Retrieval Revisited. IEEE Trans. Pattern Anal. Mach. Intell. Xing Xu, Kaiyi Lin, Yang Yang, Alan Hanjalic, Heng Tao Shen
2022	J	`jnl`	KE-RCNN: Unifying Knowledge based Reasoning into Part-level Attribute Parsing. CoRR Xuanhan Wang, Jingkuan Song, Xiaojia Chen, Lechao Cheng, Lianli Gao, Heng Tao Shen
2022	J	`jnl`	Learning Cross-Modal Common Representations by Private-Shared Subspaces Separation. IEEE Trans. Cybern. Xing Xu, Kaiyi Lin, Lianli Gao, Huimin Lu, Heng Tao Shen, Xuelong Li
2022	J	`jnl`	MRA-Net: Improving VQA Via Multi-Modal Relation Attention Network. IEEE Trans. Pattern Anal. Mach. Intell. Liang Peng, Yang Yang, Zheng Wang, Zi Huang, Heng Tao Shen
2022	A*	`conf`	Meta Distribution Alignment for Generalizable Person Re-Identification. CVPR Hao Ni, Jingkuan Song, Xiaopeng Luo, Feng Zheng, Wen Li, Heng Tao Shen
2022	J	`jnl`	MetaMixUp: Learning Adaptive Interpolation Policy of MixUp With Metalearning. IEEE Trans. Neural Networks Learn. Syst. Zhijun Mai, Guosheng Hu, Dexiong Chen, Fumin Shen, Heng Tao Shen
2022	J	`jnl`	Mind the Remainder: Taylor's Theorem View on Recurrent Neural Networks. IEEE Trans. Neural Networks Learn. Syst. Xiang Guan, Yang Yang, Jingjing Li, Xing Xu, Heng Tao Shen
2022	J	`jnl`	Modeling Two-Stream Correspondence for Visual Sound Separation. IEEE Trans. Circuits Syst. Video Technol. Yixuan He, Xing Xu, Jingran Zhang, Fumin Shen, Yang Yang, Heng Tao Shen
2022	A*	`conf`	Multimodal Disentanglement Variational AutoEncoders for Zero-Shot Cross-Modal Retrieval. SIGIR Jialin Tian, Kai Wang, Xing Xu, Zuo Cao, Fumin Shen, Heng Tao Shen
2022	A*	`conf`	Non-Autoregressive Cross-Modal Coherence Modelling. ACM Multimedia Yi Bin, Wenhao Shi, Jipeng Zhang, Yujuan Ding, Yang Yang, Heng Tao Shen
2022	J	`jnl`	One-Shot Image-to-Image Translation via Part-Global Learning With a Multi-Adversarial Framework. IEEE Trans. Multim. Ziqiang Zheng, Zhibin Yu, Haiyong Zheng, Yang Yang, Heng Tao Shen
2022	J	`jnl`	One-shot Scene Graph Generation. CoRR Yuyu Guo, Jingkuan Song, Lianli Gao, Heng Tao Shen
2022	A*	`conf`	Point to Rectangle Matching for Image Text Retrieval. ACM Multimedia Zheng Wang, Zhenwei Gao, Xing Xu, Yadan Luo, Yang Yang, Heng Tao Shen
2022	J	`jnl`	Practical No-box Adversarial Attacks with Training-free Hybrid Image Transformation. CoRR Qilong Zhang, Chaoning Zhang, Chaoqun Li, Jingkuan Song, Lianli Gao, Heng Tao Shen
2022	J	`jnl`	Progressive Meta-Learning With Curriculum. IEEE Trans. Circuits Syst. Video Technol. Ji Zhang, Jingkuan Song, Lianli Gao, Ye Liu, Heng Tao Shen
2022	J	`jnl`	Push & Pull: Transferable Adversarial Examples With Attentive Attack. IEEE Trans. Multim. Lianli Gao, Zijie Huang, Jingkuan Song, Yang Yang, Heng Tao Shen
2022	J	`jnl`	Relation Regularized Scene Graph Generation. CoRR Yuyu Guo, Lianli Gao, Jingkuan Song, Peng Wang, Nicu Sebe, Heng Tao Shen, Xuelong Li
2022	J	`jnl`	Relation Regularized Scene Graph Generation. IEEE Trans. Cybern. Yuyu Guo, Lianli Gao, Jingkuan Song, Peng Wang, Nicu Sebe, Heng Tao Shen, Xuelong Li
2022	A*	`conf`	Rethinking Open-World Object Detection in Autonomous Driving Scenarios. ACM Multimedia Zeyu Ma, Yang Yang, Guoqing Wang, Xing Xu, Heng Tao Shen, Mingxing Zhang
2022	J	`jnl`	Semantic Enhanced Knowledge Graph for Large-Scale Zero-Shot Learning. CoRR Jiwei Wei, Yang Yang, Zeyu Ma, Jingjing Li, Xing Xu, Heng Tao Shen
2022	J	`jnl`	Semantic guided knowledge graph for large-scale zero-shot learning. J. Vis. Commun. Image Represent. Jiwei Wei, Haotian Sun, Yang Yang, Xing Xu, Jingjing Li, Heng Tao Shen
2022	A*	`conf`	Semi-supervised Video Paragraph Grounding with Contrastive Encoder. CVPR Xun Jiang, Xing Xu, Jingran Zhang, Fumin Shen, Zuo Cao, Heng Tao Shen
2022	A*	`conf`	Structure-Aware Semantic-Aligned Network for Universal Cross-Domain Retrieval. SIGIR Jialin Tian, Xing Xu, Kai Wang, Zuo Cao, Xunliang Cai, Heng Tao Shen
2022	J	`jnl`	Structured Two-stream Attention Network for Video Question Answering. CoRR Lianli Gao, Pengpeng Zeng, Jingkuan Song, Yuan-Fang Li, Wu Liu, Tao Mei, Heng Tao Shen
2022	A	`conf`	Support-Set Based Multi-Modal Representation Enhancement for Video Captioning. ICME Xiaoya Chen, Jingkuan Song, Pengpeng Zeng, Lianli Gao, Heng Tao Shen
2022	J	`jnl`	Support-set based Multi-modal Representation Enhancement for Video Captioning. CoRR Xiaoya Chen, Jingkuan Song, Pengpeng Zeng, Lianli Gao, Heng Tao Shen
2022	A*	`conf`	TVT: Three-Way Vision Transformer through Multi-Modal Hypersphere Learning for Zero-Shot Sketch-Based Image Retrieval. AAAI Jialin Tian, Xing Xu, Fumin Shen, Yang Yang, Heng Tao Shen
2022	J	`jnl`	Thunder: Thumbnail based Fast Lightweight Image Denoising Network. CoRR Yifeng Zhou, Xing Xu, Shuaicheng Liu, Guoqing Wang, Huimin Lu, Heng Tao Shen
2022	J	`jnl`	UAV-Satellite View Synthesis for Cross-View Geo-Localization. IEEE Trans. Circuits Syst. Video Technol. Xiaoyang Tian, Jie Shao, Deqiang Ouyang, Heng Tao Shen
2022	A*	`conf`	Unified Multivariate Gaussian Mixture for Efficient Neural Image Compression. CVPR Xiaosu Zhu, Jingkuan Song, Lianli Gao, Feng Zheng, Heng Tao Shen
2022	J	`jnl`	Unified Multivariate Gaussian Mixture for Efficient Neural Image Compression. CoRR Xiaosu Zhu, Jingkuan Song, Lianli Gao, Feng Zheng, Heng Tao Shen
2022	J	`jnl`	Universal Weighting Metric Learning for Cross-Modal Retrieval. IEEE Trans. Pattern Anal. Mach. Intell. Jiwei Wei, Yang Yang, Xing Xu, Xiaofeng Zhu, Heng Tao Shen
2022	J	`jnl`	Video Question Answering With Prior Knowledge and Object-Sensitive Learning. IEEE Trans. Image Process. Pengpeng Zeng, Haonan Zhang, Lianli Gao, Jingkuan Song, Heng Tao Shen
2022	J	`jnl`	View-Invariant Human Action Recognition Via View Transformation Network (VTN). IEEE Trans. Multim. Lingling Gao, Yanli Ji, Kumie Gedamu, Xiaofeng Zhu, Xing Xu, Heng Tao Shen
2022	J	`jnl`	Visual Commonsense-aware Representation Network for Video Captioning. CoRR Pengpeng Zeng, Haonan Zhang, Lianli Gao, Xiangpeng Li, Jin Qian, Heng Tao Shen
2022	J	`jnl`	Weighted Adversarial Domain Adaptation for Machine Remaining Useful Life Prediction. IEEE Trans. Instrum. Meas. Kangkai Wu, Jingjing Li, Lin Zuo, Ke Lu, Heng Tao Shen
2021	J	`jnl`	Adaptive Component Embedding for Domain Adaptation. IEEE Trans. Cybern. Mengmeng Jing, Jidong Zhao, Jingjing Li, Lei Zhu, Yang Yang, Heng Tao Shen
2021	J	`jnl`	Adaptive Square Attack: Fooling Autonomous Cars With Adversarial Traffic Signs. IEEE Internet Things J. Yujie Li, Xing Xu, Jinhui Xiao, Siyuan Li, Heng Tao Shen
2021	J	`jnl`	Adversarial Attack Against Urban Scene Segmentation for Autonomous Vehicles. IEEE Trans. Ind. Informatics Xing Xu, Jingran Zhang, Yujie Li, Yichuan Wang, Yang Yang, Heng Tao Shen
2021	J	`jnl`	Adversarial Energy Disaggregation for Non-intrusive Load Monitoring. CoRR Zhekai Du, Jingjing Li, Lei Zhu, Ke Lu, Heng Tao Shen
2021	J	`jnl`	Adversarial Energy Disaggregation. Trans. Data Sci. Zhekai Du, Jingjing Li, Lei Zhu, Ke Lu, Heng Tao Shen
2021	J	`jnl`	Arbitrary-View Human Action Recognition: A Varying-View RGB-D Action Dataset. IEEE Trans. Circuits Syst. Video Technol. Yanli Ji, Yang Yang, Fumin Shen, Heng Tao Shen, Wei-Shi Zheng
2021	J	`jnl`	Arbitrary-view human action recognition via novel-view action generation. Pattern Recognit. Kumie Gedamu, Yanli Ji, Yang Yang, Lingling Gao, Heng Tao Shen
2021	A	`conf`	Attention-Based Relation Reasoning Network for Video-Text Retrieval. ICME Ni Wang, Zheng Wang, Xing Xu, Fumin Shen, Yang Yang, Heng Tao Shen
2021	A	`conf`	Combine Early and Late Fusion Together: A Hybrid Fusion Framework for Image-Text Matching. ICME Yifan Wang, Xing Xu, Wei Yu, Ruicong Xu, Zuo Cao, Heng Tao Shen
2021	J	`jnl`	Cross-Modal Hybrid Feature Fusion for Image-Sentence Matching. ACM Trans. Multim. Comput. Commun. Appl. Xing Xu, Yifan Wang, Yixuan He, Yang Yang, Alan Hanjalic, Heng Tao Shen
2021	J	`jnl`	Deep Collaborative Discrete Hashing With Semantic-Invariant Structure Construction. IEEE Trans. Multim. Zijian Wang, Zheng Zhang, Yadan Luo, Zi Huang, Heng Tao Shen
2021	J	`jnl`	Deep Fuzzy Hashing Network for Efficient Image Retrieval. IEEE Trans. Fuzzy Syst. Huimin Lu, Ming Zhang, Xing Xu, Yujie Li, Heng Tao Shen
2021	A*	`conf`	Enhancing Audio-Visual Association with Self-Supervised Curriculum Learning. AAAI Jingran Zhang, Xing Xu, Fumin Shen, Huimin Lu, Xin Liu, Heng Tao Shen
2021	J	`jnl`	Exploiting Subspace Relation in Semantic Labels for Cross-Modal Hashing. IEEE Trans. Knowl. Data Eng. Heng Tao Shen, Luchen Liu, Yang Yang, Xing Xu, Zi Huang, Fumin Shen, Richang Hong
2021	A*	`conf`	From General to Specific: Informative Scene Graph Generation via Balance Adjustment. ICCV Yuyu Guo, Lianli Gao, Xuanhan Wang, Yuxuan Hu, Xing Xu, Xu Lu, Heng Tao Shen, Jingkuan Song
2021	J	`jnl`	From General to Specific: Informative Scene Graph Generation via Balance Adjustment. CoRR Yuyu Guo, Lianli Gao, Xuanhan Wang, Yuxuan Hu, Xing Xu, Xu Lu, Heng Tao Shen, Jingkuan Song
2021	J	`jnl`	Fusing functional connectivity with network nodal information for sparse network pattern learning of functional brain networks. Inf. Fusion Xiaofeng Zhu, Hongming Li, Heng Tao Shen, Zheng Zhang, Yanli Ji, Yong Fan
2021	A	`conf`	Graph Convolutional Hourglass Networks for Skeleton-Based Action Recognition. ICME Yiran Zhu, Xing Xu, Yanli Ji, Fumin Shen, Heng Tao Shen, Huimin Lu
2021	J	`jnl`	Half-Quadratic Minimization for Unsupervised Feature Selection on Incomplete Data. IEEE Trans. Neural Networks Learn. Syst. Heng Tao Shen, Yonghua Zhu, Wei Zheng, Xiaofeng Zhu
2021	J	`jnl`	Heterogeneous data fusion for predicting mild cognitive impairment conversion. Inf. Fusion Heng Tao Shen, Xiaofeng Zhu, Zheng Zhang, Shui-Hua Wang, Yi Chen, Xing Xu, Jie Shao
2021	A*	`conf`	Hybrid Fusion with Intra- and Cross-Modality Attention for Image-Recipe Retrieval. SIGIR Jiao Li, Xing Xu, Wei Yu, Fumin Shen, Zuo Cao, Kai Zuo, Heng Tao Shen
2021	J	`jnl`	Inductive Structure Consistent Hashing via Flexible Semantic Calibration. IEEE Trans. Neural Networks Learn. Syst. Zheng Zhang, Luyao Liu, Yadan Luo, Zi Huang, Fumin Shen, Heng Tao Shen, Guangming Lu
2021	J	`jnl`	Interclass-Relativity-Adaptive Metric Learning for Cross-Modal Matching and Beyond. IEEE Trans. Multim. Feiyu Chen, Jie Shao, Yonghui Zhang, Xing Xu, Heng Tao Shen
2021	J	`jnl`	Large Factor Image Super-Resolution With Cascaded Convolutional Neural Networks. IEEE Trans. Multim. Dongyang Zhang, Jie Shao, Zhenwen Liang, Lianli Gao, Heng Tao Shen
2021	J	`jnl`	Lightweight dynamic conditional GAN with pyramid attention for text-to-image synthesis. Pattern Recognit. Lianli Gao, Daiyuan Chen, Zhou Zhao, Jie Shao, Heng Tao Shen
2021	A*	`ed.`	MM '21: ACM Multimedia Conference, Virtual Event, China, October 20 - 24, 2021 ACM Multimedia Heng Tao Shen, Yueting Zhuang, John R. Smith, Yang Yang, Pablo César, Florian Metze, Balakrishnan Prabhakaran
2021	J	`jnl`	Maximum Density Divergence for Domain Adaptation. IEEE Trans. Pattern Anal. Mach. Intell. Jingjing Li, Erpeng Chen, Zhengming Ding, Lei Zhu, Ke Lu, Heng Tao Shen
2021	J	`jnl`	Multi-Branch Networks for Video Super-Resolution With Dynamic Reconstruction Strategy. IEEE Trans. Circuits Syst. Video Technol. Dongyang Zhang, Jie Shao, Zhenwen Liang, Xueliang Liu, Heng Tao Shen
2021	A*	`conf`	Multi-Stage Aggregated Transformer Network for Temporal Language Localization in Videos. CVPR Mingxing Zhang, Yang Yang, Xinghan Chen, Yanli Ji, Xing Xu, Jingjing Li, Heng Tao Shen
2021	B	`conf`	Multi-scale Dynamic Network for Temporal Action Detection. ICMR Yifan Ren, Xing Xu, Fumin Shen, Zheng Wang, Yang Yang, Heng Tao Shen
2021	J	`jnl`	On Both Cold-Start and Long-Tail Recommendation with Social Data. IEEE Trans. Knowl. Data Eng. Jingjing Li, Ke Lu, Zi Huang, Heng Tao Shen
2021	A*	`conf`	PoseGTAC: Graph Transformer Encoder-Decoder with Atrous Convolution for 3D Human Pose Estimation. IJCAI Yiran Zhu, Xing Xu, Fumin Shen, Yanli Ji, Lianli Gao, Heng Tao Shen
2021	A*	`conf`	RSGNet: Relation based Skeleton Graph Network for Crowded Scenes Pose Estimation. AAAI Yan Dai, Xuanhan Wang, Lianli Gao, Jingkuan Song, Heng Tao Shen
2021	J	`jnl`	Radial Graph Convolutional Network for Visual Question Generation. IEEE Trans. Neural Networks Learn. Syst. Xing Xu, Tan Wang, Yang Yang, Alan Hanjalic, Heng Tao Shen
2021	J	`jnl`	Reducing bias to source samples for unsupervised domain adaptation. Neural Networks Yalan Ye, Ziwei Huang, Tongjie Pan, Jingjing Li, Heng Tao Shen
2021	J	`jnl`	Remote Sensing Image Super-Resolution via Mixed High-Order Attention Network. IEEE Trans. Geosci. Remote. Sens. Dongyang Zhang, Jie Shao, Xinyao Li, Heng Tao Shen
2021	A	`conf`	SKANet: Structured Knowledge-Aware Network for Visual Dialog. ICME Lei Zhao, Lianli Gao, Yuyu Guo, Jingkuan Song, Heng Tao Shen
2021	J	`jnl`	Salience-Guided Iterative Asymmetric Mutual Hashing for Fast Person Re-Identification. IEEE Trans. Image Process. Cairong Zhao, Yuanpeng Tu, Zhihui Lai, Fumin Shen, Heng Tao Shen, Duoqian Miao
2021	A*	`conf`	Scene Text Image Super-Resolution via Parallelly Contextual Attention Network. ACM Multimedia Cairong Zhao, Shuyang Feng, Brian Nlong Zhao, Zhijun Ding, Jun Wu, Fumin Shen, Heng Tao Shen
2021	J	`jnl`	Staircase Sign Method for Boosting Adversarial Attacks. CoRR Lianli Gao, Qilong Zhang, Xiaosu Zhu, Jingkuan Song, Heng Tao Shen
2021	J	`jnl`	View-invariant action recognition via Unsupervised AttentioN Transfer (UANT). Pattern Recognit. Yanli Ji, Yang Yang, Heng Tao Shen, Tatsuya Harada
2021	A*	`conf`	Webly Supervised Fine-Grained Recognition: Benchmark Datasets and An Approach. ICCV Zeren Sun, Yazhou Yao, Xiu-Shen Wei, Yongshun Zhang, Fumin Shen, Jianxin Wu, Jian Zhang, Heng Tao Shen
2021	J	`jnl`	Webly Supervised Fine-Grained Recognition: Benchmark Datasets and An Approach. CoRR Zeren Sun, Yazhou Yao, Xiu-Shen Wei, Yongshun Zhang, Fumin Shen, Jianxin Wu, Jian Zhang, Heng Tao Shen
2021	J	`jnl`	Zero-shot Cross-modal Retrieval by Assembling AutoEncoder and Generative Adversarial Network. ACM Trans. Multim. Comput. Commun. Appl. Xing Xu, Jialin Tian, Kaiyi Lin, Huimin Lu, Jie Shao, Heng Tao Shen
2020	A*	`conf`	3D Self-Attention for Unsupervised Video Quantization. SIGIR Jingkuan Song, Ruimin Lang, Xiaosu Zhu, Xing Xu, Lianli Gao, Heng Tao Shen
2020	J	`jnl`	A Context Knowledge Map Guided Coarse-to-Fine Action Recognition. IEEE Trans. Image Process. Yanli Ji, Yue Zhan, Yang Yang, Xing Xu, Fumin Shen, Heng Tao Shen
2020	J	`jnl`	A Survey of Human Action Analysis in HRI Applications. IEEE Trans. Circuits Syst. Video Technol. Yanli Ji, Yang Yang, Fumin Shen, Heng Tao Shen, Xuelong Li
2020	J	`jnl`	Bidirectional Discrete Matrix Factorization Hashing for Image Search. IEEE Trans. Cybern. Shiyuan He, Bokun Wang, Zheng Wang, Yang Yang, Fumin Shen, Zi Huang, Heng Tao Shen
2020	A*	`conf`	Bottom-up and Top-down: Bidirectional Additive Net for Edge Detection. IJCAI Lianli Gao, Zhilong Zhou, Heng Tao Shen, Jingkuan Song
2020	—	`conf`	CC-LSTM: Cross and Conditional Long-Short Time Memory for Video Captioning. ICPR Workshops (6) Jiangbo Ai, Yang Yang, Xing Xu, Jie Zhou, Heng Tao Shen
2020	A*	`conf`	Correlated Features Synthesis and Alignment for Zero-shot Cross-modal Retrieval. SIGIR Xing Xu, Kaiyi Lin, Huimin Lu, Lianli Gao, Heng Tao Shen
2020	J	`jnl`	Cross-Modal Attention With Semantic Consistence for Image-Text Matching. IEEE Trans. Neural Networks Learn. Syst. Xing Xu, Tan Wang, Yang Yang, Lin Zuo, Fumin Shen, Heng Tao Shen
2020	—	`conf`	DMCR-GAN: Adversarial Denoising for Monte Carlo Renderings with Residual Attention Networks and Hierarchical Features Modulation of Auxiliary Buffers. SIGGRAPH Asia Technical Communications Yifan Lu, Ning Xie, Heng Tao Shen
2020	A*	`conf`	Data-Driven Spatio-Temporal Analysis via Multi-Modal Zeitgebers and Cognitive Load in VR. VR Haodong Liao, Ning Xie, Huiyuan Li, Yuhang Li, Jianping Su, Feng Jiang, Weipeng Huang, Heng Tao Shen
2020	J	`jnl`	Deep quantization generative networks. Pattern Recognit. Diwen Wan, Fumin Shen, Li Liu, Fan Zhu, Lei Huang, Mengyang Yu, Heng Tao Shen, Ling Shao
2020	J	`jnl`	Dual ResGCN for Balanced Scene GraphGeneration. CoRR Jingyi Zhang, Yong Zhang, Baoyuan Wu, Yanbo Fan, Fumin Shen, Heng Tao Shen
2020	J	`jnl`	Efficient Supervised Discrete Multi-View Hashing for Large-Scale Multimedia Search. IEEE Trans. Multim. Xu Lu, Lei Zhu, Jingjing Li, Huaxiang Zhang, Heng Tao Shen
2020	—	`conf`	EvoGAN: an evolutionary GAN for face aging and rejuvenation. MMAsia Lianli Gao, Jingqiu Zhang, Jingkuan Song, Heng Tao Shen
2020	J	`jnl`	Exploiting Web Images for Multi-Output Classification: From Category to Subcategories. IEEE Trans. Neural Networks Learn. Syst. Yazhou Yao, Fumin Shen, Guo-Sen Xie, Li Liu, Fan Zhu, Jian Zhang, Heng Tao Shen
2020	J	`jnl`	Graph Convolutional Network Hashing. IEEE Trans. Cybern. Xiang Zhou, Fumin Shen, Li Liu, Wei Liu, Liqiang Nie, Yang Yang, Heng Tao Shen
2020	—	`conf`	Graph-based variational auto-encoder for generalized zero-shot learning. MMAsia Jiwei Wei, Yang Yang, Xing Xu, Yanli Ji, Xiaofeng Zhu, Heng Tao Shen
2020	J	`jnl`	Hierarchical LSTMs with Adaptive Attention for Visual Captioning. IEEE Trans. Pattern Anal. Mach. Intell. Lianli Gao, Xiangpeng Li, Jingkuan Song, Heng Tao Shen
2020	J	`jnl`	Improving Target-driven Visual Navigation with Attention on 3D Spatial Relationships. CoRR Yunlian Lv, Ning Xie, Yimin Shi, Zijiao Wang, Heng Tao Shen
2020	J	`jnl`	Impulsive synchronization of coupled delayed neural networks with actuator saturation and its application to image encryption. Neural Networks Deqiang Ouyang, Jie Shao, Haijun Jiang, Sing Kiong Nguang, Heng Tao Shen
2020	A*	`conf`	KTN: Knowledge Transfer Network for Multi-person DensePose Estimation. ACM Multimedia Xuanhan Wang, Lianli Gao, Jingkuan Song, Heng Tao Shen
2020	J	`jnl`	Kernel Attention Network for Single Image Super-Resolution. ACM Trans. Multim. Comput. Commun. Appl. Dongyang Zhang, Jie Shao, Heng Tao Shen
2020	—	`ed.`	Knowledge Science, Engineering and Management - 13th International Conference, KSEM 2020, Hangzhou, China, August 28-30, 2020, Proceedings, Part I KSEM (1) Gang Li, Heng Tao Shen, Ye Yuan, Xiaoyang Wang, Huawen Liu, Xiang Zhao
2020	—	`ed.`	Knowledge Science, Engineering and Management - 13th International Conference, KSEM 2020, Hangzhou, China, August 28-30, 2020, Proceedings, Part II KSEM (2) Gang Li, Heng Tao Shen, Ye Yuan, Xiaoyang Wang, Huawen Liu, Xiang Zhao
2020	A*	`conf`	Lab2Pix: Label-Adaptive Generative Adversarial Network for Unsupervised Image Synthesis. ACM Multimedia Lianli Gao, Junchen Zhu, Jingkuan Song, Feng Zheng, Heng Tao Shen
2020	A*	`conf`	Learning Cross-Aligned Latent Embeddings for Zero-Shot Cross-Modal Retrieval. AAAI Kaiyi Lin, Xing Xu, Lianli Gao, Zheng Wang, Heng Tao Shen
2020	A*	`conf`	Learning Optimization-based Adversarial Perturbations for Attacking Sequential Recognition Models. ACM Multimedia Xing Xu, Jiefu Chen, Jinhui Xiao, Zheng Wang, Yang Yang, Heng Tao Shen
2020	J	`jnl`	Maximum Density Divergence for Domain Adaptation. CoRR Jingjing Li, Erpeng Chen, Zhengming Ding, Lei Zhu, Ke Lu, Heng Tao Shen
2020	A	`conf`	Ocean: A Dual Learning Approach For Generalized Zero-Shot Sketch-Based Image Retrieval. ICME Jiawen Zhu, Xing Xu, Fumin Shen, Roy Ka-Wei Lee, Zheng Wang, Heng Tao Shen
2020	A*	`conf`	One-shot Scene Graph Generation. ACM Multimedia Yuyu Guo, Jingkuan Song, Lianli Gao, Heng Tao Shen
2020	—	`conf`	Patch-Wise Attack for Fooling Deep Neural Network. ECCV (28) Lianli Gao, Qilong Zhang, Jingkuan Song, Xianglong Liu, Heng Tao Shen
2020	J	`jnl`	Patch-wise Attack for Fooling Deep Neural Network. CoRR Lianli Gao, Qilong Zhang, Jingkuan Song, Xianglong Liu, Heng Tao Shen
2020	J	`jnl`	Patch-wise++ Perturbation for Adversarial Targeted Attacks. CoRR Lianli Gao, Qilong Zhang, Jingkuan Song, Heng Tao Shen
2020	J	`jnl`	Play and rewind: Context-aware video temporal action proposals. Pattern Recognit. Lianli Gao, Tao Li, Jingkuan Song, Zhou Zhao, Heng Tao Shen
2020	A*	`conf`	Searching for Actions on the Hyperbole. CVPR Teng Long, Pascal Mettes, Heng Tao Shen, Cees G. M. Snoek
2020	—	`conf`	Self-supervised adversarial learning for cross-modal retrieval. MMAsia Yangchao Wang, Shiyuan He, Xing Xu, Yang Yang, Jingjing Li, Heng Tao Shen
2020	J	`jnl`	Similarity preserving feature generating networks for zero-shot learning. Neurocomputing Yuanbo Ma, Xing Xu, Fumin Shen, Heng Tao Shen
2020	A*	`conf`	Temporal Denoising Mask Synthesis Network for Learning Blind Video Temporal Consistency. ACM Multimedia Yifeng Zhou, Xing Xu, Fumin Shen, Lianli Gao, Huimin Lu, Heng Tao Shen
2020	J	`jnl`	Temporal Reasoning Graph for Activity Recognition. IEEE Trans. Image Process. Jingran Zhang, Fumin Shen, Xing Xu, Heng Tao Shen
2020	J	`jnl`	Ternary Adversarial Networks With Self-Supervision for Zero-Shot Cross-Modal Retrieval. IEEE Trans. Cybern. Xing Xu, Huimin Lu, Jingkuan Song, Yang Yang, Heng Tao Shen, Xuelong Li
2020	J	`jnl`	The Gap of Semantic Parsing: A Survey on Automatic Math Word Problem Solvers. IEEE Trans. Pattern Anal. Mach. Intell. Dongxiang Zhang, Lei Wang, Luming Zhang, Bing Tian Dai, Heng Tao Shen
2020	J	`jnl`	Towards Automatic Construction of Diverse, High-Quality Image Datasets. IEEE Trans. Knowl. Data Eng. Yazhou Yao, Jian Zhang, Fumin Shen, Li Liu, Fan Zhu, Dongxiang Zhang, Heng Tao Shen
2020	J	`jnl`	Unified Binary Generative Adversarial Network for Image Retrieval and Compression. Int. J. Comput. Vis. Jingkuan Song, Tao He, Lianli Gao, Xing Xu, Alan Hanjalic, Heng Tao Shen
2020	A*	`conf`	Universal Weighting Metric Learning for Cross-Modal Matching. CVPR Jiwei Wei, Xing Xu, Yang Yang, Yanli Ji, Zheng Wang, Heng Tao Shen
2020	J	`jnl`	Universal Weighting Metric Learning for Cross-Modal Matching. CoRR Jiwei Wei, Xing Xu, Yang Yang, Yanli Ji, Zheng Wang, Heng Tao Shen
2020	A*	`conf`	What Machines See Is Not What They Get: Fooling Scene Text Recognition Models With Adversarial Text Images. CVPR Xing Xu, Jiefu Chen, Jinhui Xiao, Lianli Gao, Fumin Shen, Heng Tao Shen
2019	J	`jnl`	A Large-scale Varying-view RGB-D Action Dataset for Arbitrary-view Human Action Recognition. CoRR Yanli Ji, Feixiang Xu, Yang Yang, Fumin Shen, Heng Tao Shen, Wei-Shi Zheng
2019	A*	`conf`	Adaptive Multi-Path Aggregation for Human DensePose Estimation in the Wild. ACM Multimedia Yuyu Guo, Lianli Gao, Jingkuan Song, Peng Wang, Wuyuan Xie, Heng Tao Shen
2019	A*	`conf`	Attention Transfer (ANT) Network for View-invariant Action Recognition. ACM Multimedia Yanli Ji, Feixiang Xu, Yang Yang, Ning Xie, Heng Tao Shen, Tatsuya Harada
2019	A*	`conf`	Beyond Product Quantization: Deep Progressive Quantization for Image Retrieval. IJCAI Lianli Gao, Xiaosu Zhu, Jingkuan Song, Zhou Zhao, Heng Tao Shen
2019	J	`jnl`	Beyond Product Quantization: Deep Progressive Quantization for Image Retrieval. CoRR Lianli Gao, Xiaosu Zhu, Jingkuan Song, Zhou Zhao, Heng Tao Shen
2019	J	`jnl`	Binary Multi-View Clustering. IEEE Trans. Pattern Anal. Mach. Intell. Zheng Zhang, Li Liu, Fumin Shen, Heng Tao Shen, Ling Shao
2019	J	`jnl`	Collective Reconstructive Embeddings for Cross-Modal Hashing. IEEE Trans. Image Process. Mengqiu Hu, Yang Yang, Fumin Shen, Ning Xie, Richang Hong, Heng Tao Shen
2019	J	`jnl`	Cooperative Cross-Stream Network for Discriminative Action Representation. CoRR Jingran Zhang, Fumin Shen, Xing Xu, Heng Tao Shen
2019	J	`jnl`	Cross-domain facial expression recognition via an intra-category common feature and inter-category Distinction feature fusion network. Neurocomputing Yanli Ji, Yuhan Hu, Yang Yang, Fumin Shen, Heng Tao Shen
2019	A*	`conf`	Deep Recurrent Quantization for Generating Sequential Binary Codes. IJCAI Jingkuan Song, Xiaosu Zhu, Lianli Gao, Xin-Shun Xu, Wu Liu, Heng Tao Shen
2019	J	`jnl`	Deep Recurrent Quantization for Generating Sequential Binary Codes. CoRR Jingkuan Song, Xiaosu Zhu, Lianli Gao, Xin-Shun Xu, Wu Liu, Heng Tao Shen
2019	A*	`conf`	Deliberate Attention Networks for Image Captioning. AAAI Lianli Gao, Kaixuan Fan, Jingkuan Song, Xianglong Liu, Xing Xu, Heng Tao Shen
2019	J	`jnl`	Describing Video With Attention-Based Bidirectional LSTM. IEEE Trans. Cybern. Yi Bin, Yang Yang, Fumin Shen, Ning Xie, Heng Tao Shen, Xuelong Li
2019	J	`jnl`	Embedding and predicting the event at early stage. World Wide Web Zhiwei Liu, Yang Yang, Zi Huang, Fumin Shen, Dongxiang Zhang, Heng Tao Shen
2019	A*	`conf`	Exact Adversarial Attack to Image Captioning via Structured Output Learning With Latent Variables. CVPR Yan Xu, Baoyuan Wu, Fumin Shen, Yanbo Fan, Yong Zhang, Heng Tao Shen, Wei Liu
2019	J	`jnl`	Exact Adversarial Attack to Image Captioning via Structured Output Learning with Latent Variables. CoRR Yan Xu, Baoyuan Wu, Fumin Shen, Yanbo Fan, Yong Zhang, Heng Tao Shen, Wei Liu
2019	J	`jnl`	Exploring Auxiliary Context: Discrete Semantic Transfer Hashing for Scalable Image Retrieval. CoRR Lei Zhu, Zi Huang, Zhihui Li, Liang Xie, Heng Tao Shen
2019	J	`jnl`	From Deterministic to Generative: Multimodal Stochastic RNNs for Video Captioning. IEEE Trans. Neural Networks Learn. Syst. Jingkuan Song, Yuyu Guo, Lianli Gao, Xuelong Li, Alan Hanjalic, Heng Tao Shen
2019	J	`jnl`	Fusion by synthesizing: A multi-view deep neural network for zero-shot recognition. Signal Process. Xing Xu, Xiang Zhou, Fumin Shen, Lianli Gao, Heng Tao Shen, Xuelong Li
2019	A*	`conf`	Generative Reconstructive Hashing for Incomplete Video Analysis. ACM Multimedia Jingyi Zhang, Zhen Wei, Ionut Cosmin Duta, Fumin Shen, Li Liu, Fan Zhu, Xing Xu, Ling Shao, Heng Tao Shen
2019	J	`jnl`	Heterogeneous Domain Adaptation Through Progressive Alignment. IEEE Trans. Neural Networks Learn. Syst. Jingjing Li, Ke Lu, Zi Huang, Lei Zhu, Heng Tao Shen
2019	J	`jnl`	Hierarchical Multi-Clue Modelling for POI Popularity Prediction with Heterogeneous Tourist Information. IEEE Trans. Knowl. Data Eng. Yang Yang, Yaqian Duan, Xinze Wang, Zi Huang, Ning Xie, Heng Tao Shen
2019	A*	`conf`	Learnable Aggregating Net with Diversity Learning for Video Question Answering. ACM Multimedia Xiangpeng Li, Lianli Gao, Xuanhan Wang, Wu Liu, Xing Xu, Heng Tao Shen, Jingkuan Song
2019	J	`jnl`	Locality Preserving Joint Transfer for Domain Adaptation. CoRR Jingjing Li, Mengmeng Jing, Ke Lu, Lei Zhu, Heng Tao Shen
2019	J	`jnl`	Locality Preserving Joint Transfer for Domain Adaptation. IEEE Trans. Image Process. Jingjing Li, Mengmeng Jing, Ke Lu, Lei Zhu, Heng Tao Shen
2019	A*	`conf`	MR-NET: Exploiting Mutual Relation for Visual Relationship Detection. AAAI Yi Bin, Yang Yang, Chaofan Tao, Zi Huang, Jingjing Li, Heng Tao Shen
2019	A*	`conf`	Matching Images and Text with Multi-modal Tensor Fusion and Re-ranking. ACM Multimedia Tan Wang, Xing Xu, Yang Yang, Alan Hanjalic, Heng Tao Shen, Jingkuan Song
2019	J	`jnl`	Matching Images and Text with Multi-modal Tensor Fusion and Re-ranking. CoRR Tan Wang, Xing Xu, Yang Yang, Alan Hanjalic, Heng Tao Shen, Jingkuan Song
2019	J	`jnl`	MetaMixUp: Learning Adaptive Interpolation Policy of MixUp with Meta-Learning. CoRR Zhijun Mai, Guosheng Hu, Dexiong Chen, Fumin Shen, Heng Tao Shen
2019	J	`jnl`	More is Better: Precise and Detailed Image Captioning Using Online Positive Recall and Missing Concepts Mining. IEEE Trans. Image Process. Mingxing Zhang, Yang Yang, Hanwang Zhang, Yanli Ji, Heng Tao Shen, Tat-Seng Chua
2019	J	`jnl`	One-Shot Image-to-Image Translation via Part-Global Learning with a Multi-adversarial Framework. CoRR Ziqiang Zheng, Zhibin Yu, Haiyong Zheng, Yang Yang, Heng Tao Shen
2019	J	`jnl`	Order-aware convolutional pooling for video based action recognition. Pattern Recognit. Peng Wang, Lingqiao Liu, Chunhua Shen, Heng Tao Shen
2019	A*	`conf`	Perceptual Pyramid Adversarial Networks for Text-to-Image Synthesis. AAAI Lianli Gao, Daiyuan Chen, Jingkuan Song, Xing Xu, Dongxiang Zhang, Heng Tao Shen
2019	—	`conf`	Residual Graph Convolutional Networks for Zero-Shot Learning. MMAsia Jiwei Wei, Yang Yang, Jingjing Li, Lei Zhu, Lin Zuo, Heng Tao Shen
2019	J	`jnl`	Scalable Zero-Shot Learning via Binary Visual-Semantic Embeddings. IEEE Trans. Image Process. Fumin Shen, Xiang Zhou, Jun Yu, Yang Yang, Li Liu, Heng Tao Shen
2019	A*	`conf`	Sequence-To-Sequence Domain Adaptation Network for Robust Text Image Recognition. CVPR Yaping Zhang, Shuai Nie, Wenju Liu, Xing Xu, Dongxiang Zhang, Heng Tao Shen
2019	J	`jnl`	Special Issue of APWeb-WAIM 2019. Data Sci. Eng. Dongxiang Zhang, Wei Wang, Bin Cui, Heng Tao Shen
2019	J	`jnl`	Statistical Karyotype Analysis Using CNN and Geometric Optimization. IEEE Access Ning Xie, Xu Li, Kang Li, Yang Yang, Heng Tao Shen
2019	A*	`conf`	Structured Two-Stream Attention Network for Video Question Answering. AAAI Lianli Gao, Pengpeng Zeng, Jingkuan Song, Yuan-Fang Li, Wu Liu, Tao Mei, Heng Tao Shen
2019	A*	`conf`	Template-Based Math Word Problem Solvers with Recursive Neural Networks. AAAI Lei Wang, Dongxiang Zhang, Jipeng Zhang, Xing Xu, Lianli Gao, Bing Tian Dai, Heng Tao Shen
2019	J	`jnl`	Temporal Reasoning Graph for Activity Recognition. CoRR Jingran Zhang, Fumin Shen, Xing Xu, Heng Tao Shen
2019	A*	`conf`	Time-aware Session Embedding for Click-Through-Rate Prediction. ACM Multimedia Qidi Xu, Haocheng Xu, Weilong Chen, Chaojun Han, Haoyang Li, Wenxin Tan, Fumin Shen, Heng Tao Shen
2019	J	`jnl`	Towards Accurate Georeferenced Video Search With Camera Field of View Modeling. IEEE Trans. Circuits Syst. Video Technol. Jie Shao, Gang Hu, Jingkuan Song, Xueliang Liu, Heng Tao Shen
2019	J	`jnl`	Transfer Independently Together: A Generalized Framework for Domain Adaptation. IEEE Trans. Cybern. Jingjing Li, Ke Lu, Zi Huang, Lei Zhu, Heng Tao Shen
2019	J	`jnl`	Web-based SBLR method of multimedia tools for computer-aided drawing. Multim. Tools Appl. Ning Xie, Tingting Zhao, Yang Yang, Heng Tao Shen
2018	A*	`conf`	A Graph-Theoretic Fusion Framework for Unsupervised Entity Resolution. ICDE Dongxiang Zhang, Long Guo, Xiangnan He, Jie Shao, Sai Wu, Heng Tao Shen
2018	A*	`conf`	A Large-scale RGB-D Database for Arbitrary-view Human Action Recognition. ACM Multimedia Yanli Ji, Feixiang Xu, Yang Yang, Fumin Shen, Heng Tao Shen, Wei-Shi Zheng
2018	J	`jnl`	A Survey on Learning to Hash. IEEE Trans. Pattern Anal. Mach. Intell. Jingdong Wang, Ting Zhang, Jingkuan Song, Nicu Sebe, Heng Tao Shen
2018	J	`jnl`	Augmented keyword search on spatial entity databases. VLDB J. Dongxiang Zhang, Yuchen Li, Xin Cao, Jie Shao, Heng Tao Shen
2018	A*	`conf`	Binary Generative Adversarial Networks for Image Retrieval. AAAI Jingkuan Song, Tao He, Lianli Gao, Xing Xu, Alan Hanjalic, Heng Tao Shen
2018	A*	`conf`	Coarse-to-fine Image Co-segmentation with Intra and Inter Rank Constraints. IJCAI Lianli Gao, Jingkuan Song, Dongxiang Zhang, Heng Tao Shen
2018	A*	`conf`	Continuous Proximity Detection via Predictive Safe Region Construction. ICDE Ying Xu, Dongxiang Zhang, Meihui Zhang, Dongsheng Li, Xiaoling Wang, Heng Tao Shen
2018	A*	`conf`	Cumulative Nets for Edge Detection. ACM Multimedia Jingkuan Song, Zhilong Zhou, Lianli Gao, Xing Xu, Heng Tao Shen
2018	—	`conf`	DT-Zheng: digital twin method for Zheng musical instrument. SIGGRAPH ASIA Posters Ning Xie, Xinrui Cai, Sipei Li, Yifan Lu, Mingyue Lou, Heng Tao Shen
2018	A*	`conf`	Deep Region Hashing for Generic Instance Search from Images. AAAI Jingkuan Song, Tao He, Lianli Gao, Xing Xu, Heng Tao Shen
2018	J	`jnl`	Deep appearance and motion learning for egocentric activity recognition. Neurocomputing Xuanhan Wang, Lianli Gao, Jingkuan Song, Xiantong Zhen, Nicu Sebe, Heng Tao Shen
2018	—	`ch.`	Dimensionality Reduction. Encyclopedia of Database Systems (2nd ed.) Heng Tao Shen
2018	A*	`conf`	Dual Conditional GANs for Face Aging and Rejuvenation. IJCAI Jingkuan Song, Jingqiu Zhang, Lianli Gao, Xianglong Liu, Heng Tao Shen
2018	A*	`conf`	Examine before You Answer: Multi-task Learning with Adaptive-attentions for Multiple-choice VQA. ACM Multimedia Lianli Gao, Pengpeng Zeng, Jingkuan Song, Xianglong Liu, Heng Tao Shen
2018	J	`jnl`	Exploring Auxiliary Context: Discrete Semantic Transfer Hashing for Scalable Image Retrieval. IEEE Trans. Neural Networks Learn. Syst. Lei Zhu, Zi Huang, Zhihui Li, Liang Xie, Heng Tao Shen
2018	B	`conf`	Feature Reconstruction by Laplacian Eigenmaps for Efficient Instance Search. ICMR Bingqing Ke, Jie Shao, Zi Huang, Heng Tao Shen
2018	A*	`conf`	From Pixels to Objects: Cubic Visual Attention for Visual Question Answering. IJCAI Jingkuan Song, Pengpeng Zeng, Lianli Gao, Heng Tao Shen
2018	—	`conf`	Generative Domain-Migration Hashing for Sketch-to-Image Retrieval. ECCV (2) Jingyi Zhang, Fumin Shen, Li Liu, Fan Zhu, Mengyang Yu, Ling Shao, Heng Tao Shen, Luc Van Gool
2018	A*	`conf`	GraphCAR: Content-aware Multimedia Recommendation with Graph Autoencoder. SIGIR Qidi Xu, Fumin Shen, Li Liu, Heng Tao Shen
2018	J	`jnl`	Hashing with Angular Reconstructive Embeddings. IEEE Trans. Image Process. Mengqiu Hu, Yang Yang, Fumin Shen, Ning Xie, Heng Tao Shen
2018	J	`jnl`	Hierarchical LSTMs with Adaptive Attention for Visual Captioning. CoRR Jingkuan Song, Xiangpeng Li, Lianli Gao, Heng Tao Shen
2018	J	`jnl`	Highly-Economized Multi-View Binary Compression for Scalable Image Clustering. CoRR Zheng Zhang, Li Liu, Jie Qin, Fan Zhu, Fumin Shen, Yong Xu, Ling Shao, Heng Tao Shen
2018	—	`conf`	Highly-Economized Multi-view Binary Compression for Scalable Image Clustering. ECCV (12) Zheng Zhang, Li Liu, Jie Qin, Fan Zhu, Fumin Shen, Yong Xu, Ling Shao, Heng Tao Shen
2018	J	`jnl`	Learning binary codes with local and inner data structure. Neurocomputing Shiyuan He, Guo Ye, Mengqiu Hu, Yang Yang, Fumin Shen, Heng Tao Shen, Xuelong Li
2018	A*	`conf`	MathDQN: Solving Arithmetic Word Problems via Deep Reinforcement Learning. AAAI Lei Wang, Dongxiang Zhang, Lianli Gao, Jingkuan Song, Long Guo, Heng Tao Shen
2018	—	`ch.`	Multidimensional Scaling. Encyclopedia of Database Systems (2nd ed.) Heng Tao Shen
2018	—	`ch.`	Near-Duplicate Retrieval. Encyclopedia of Database Systems (2nd ed.) Heng Tao Shen
2018	J	`jnl`	One-shot learning based pattern transition map for action early recognition. Signal Process. Yanli Ji, Yang Yang, Xing Xu, Heng Tao Shen
2018	B	`conf`	Person Re-identification Using Two-Stage Convolutional Neural Network. ICPR Yonghui Zhang, Jie Shao, Deqiang Ouyang, Heng Tao Shen
2018	J	`jnl`	Personalized semantic trajectory privacy preservation through trajectory reconstruction. World Wide Web Yan Dai, Jie Shao, Chengbo Wei, Dongxiang Zhang, Heng Tao Shen
2018	—	`ch.`	Principal Component Analysis. Encyclopedia of Database Systems (2nd ed.) Heng Tao Shen
2018	A*	`conf`	Pseudo Transfer with Marginalized Corrupted Attribute for Zero-shot Learning. ACM Multimedia Teng Long, Xing Xu, Youyou Li, Fumin Shen, Jingkuan Song, Heng Tao Shen
2018	J	`jnl`	Recognition and Detection of Two-Person Interactive Actions Using Automatically Selected Skeleton Features. IEEE Trans. Hum. Mach. Syst. Huimin Wu, Jie Shao, Xing Xu, Yanli Ji, Fumin Shen, Heng Tao Shen
2018	J	`jnl`	Robust discrete code modeling for supervised hashing. Pattern Recognit. Yadan Luo, Yang Yang, Fumin Shen, Zi Huang, Pan Zhou, Heng Tao Shen
2018	J	`jnl`	Stroke-based stylization by learning sequential drawing examples. J. Vis. Commun. Image Represent. Ning Xie, Yang Yang, Heng Tao Shen, Tingting Zhao
2018	—	`conf`	TBN: Convolutional Neural Network with Ternary Inputs and Binary Weights. ECCV (2) Diwen Wan, Fumin Shen, Li Liu, Fan Zhu, Jie Qin, Ling Shao, Heng Tao Shen
2018	J	`jnl`	The Gap of Semantic Parsing: A Survey on Automatic Math Word Problem Solvers. CoRR Dongxiang Zhang, Lei Wang, Nuo Xu, Bing Tian Dai, Heng Tao Shen
2018	J	`jnl`	Trajectory Simplification: An Experimental Study and Quality Analysis. Proc. VLDB Endow. Dongxiang Zhang, Mengting Ding, Dingyu Yang, Yi Liu, Ju Fan, Heng Tao Shen
2018	B	`conf`	Unpaired Image-to-Image Translation from Shared Deep Space. ICIP Xuehui Wu, Jie Shao, Lianli Gao, Heng Tao Shen
2018	J	`jnl`	Unsupervised Deep Hashing with Similarity-Adaptive and Discrete Optimization. IEEE Trans. Pattern Anal. Mach. Intell. Fumin Shen, Yan Xu, Li Liu, Yang Yang, Zi Huang, Heng Tao Shen
2018	J	`jnl`	Video Captioning by Adversarial LSTM. IEEE Trans. Image Process. Yang Yang, Jie Zhou, Jiangbo Ai, Yi Bin, Alan Hanjalic, Heng Tao Shen, Yanli Ji
2018	—	`ch.`	Video Sequence Indexing. Encyclopedia of Database Systems (2nd ed.) Heng Tao Shen
2018	A*	`conf`	Video-based Person Re-identification via Self-Paced Learning and Deep Reinforcement Learning Framework. ACM Multimedia Deqiang Ouyang, Jie Shao, Yonghui Zhang, Yang Yang, Heng Tao Shen
2018	J	`jnl`	View-Consistent MeshFlow for Stereoscopic Video Stabilization. IEEE Trans. Computational Imaging Heng Guo, Shuaicheng Liu, Shuyuan Zhu, Heng Tao Shen, Bing Zeng
2018	A*	`conf`	Visual Spatial Attention Network for Relationship Detection. ACM Multimedia Chaojun Han, Fumin Shen, Li Liu, Yang Yang, Heng Tao Shen
2017	Misc	`conf`	A Deep Approach for Multi-modal User Attribute Modeling. ADC Xiu Huang, Zihao Yang, Yang Yang, Fumin Shen, Ning Xie, Heng Tao Shen
2017	A*	`conf`	A System for Spatiotemporal Anomaly Localization in Surveillance Videos. ACM Multimedia Huimin Wu, Jie Shao, Xing Xu, Fumin Shen, Heng Tao Shen
2017	A*	`conf`	Adaptively Attending to Visual Attributes and Linguistic Knowledge for Captioning. ACM Multimedia Yi Bin, Yang Yang, Jie Zhou, Zi Huang, Heng Tao Shen
2017	A*	`conf`	Adversarial Cross-Modal Retrieval. ACM Multimedia Bokun Wang, Yang Yang, Xing Xu, Alan Hanjalic, Heng Tao Shen
2017	A*	`conf`	An Integrated Model for Effective Saliency Prediction. AAAI Xiaoshuai Sun, Zi Huang, Hongzhi Yin, Heng Tao Shen
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	A	`conf`	Asymmetric sparse hashing. ICME Xin Gao, Fumin Shen, Yang Yang, Xing Xu, Hanxi Li, Heng Tao Shen
2017	A	`conf`	Attribute hashing for zero-shot image retrieval. ICME Yahui Xu, Yang Yang, Fumin Shen, Xing Xu, Yuxuan Zhou, Heng Tao Shen
2017	—	`conf`	BMC@MediaEval 2017 Multimedia Satellite Task via Regression Random Forest. MediaEval Xiyao Fu, Yi Bin, Liang Peng, Jie Zhou, Yang Yang, Heng Tao Shen
2017	J	`jnl`	Beyond Frame-level CNN: Saliency-Aware 3-D CNN With LSTM for Video Action Recognition. IEEE Signal Process. Lett. Xuanhan Wang, Lianli Gao, Jingkuan Song, Heng Tao Shen
2017	J	`jnl`	Bilinear Optimized Product Quantization for Scalable Visual Content Analysis. IEEE Trans. Image Process. Litao Yu, Zi Huang, Fumin Shen, Jingkuan Song, Heng Tao Shen, Xiaofang Zhou
2017	—	`conf`	CFM@MediaEval 2017 Retrieving Diverse Social Images Task via Re-ranking and Hierarchical Clustering. MediaEval Liang Peng, Yi Bin, Xiyao Fu, Jie Zhou, Yang Yang, Heng Tao Shen
2017	A*	`conf`	Classification by Retrieval: Binarizing Data and Classifiers. SIGIR Fumin Shen, Yadong Mu, Yang Yang, Wei Liu, Li Liu, Jingkuan Song, Heng Tao Shen
2017	J	`jnl`	Compact Indexing and Judicious Searching for Billion-Scale Microblog Retrieval. ACM Trans. Inf. Syst. Dongxiang Zhang, Liqiang Nie, Huanbo Luan, Kian-Lee Tan, Tat-Seng Chua, Heng Tao Shen
2017	J	`jnl`	Compositional Model Based Fisher Vector Coding for Image Classification. IEEE Trans. Pattern Anal. Mach. Intell. Lingqiao Liu, Peng Wang, Chunhua Shen, Lei Wang, Anton van den Hengel, Chao Wang, Heng Tao Shen
2017	—	`conf`	Cosmetic-vis: sample-based 3D facial editor for cosmetic medical visualization. SIGGRAPH Posters Mengyuan Ren, Ning Xie, Yang Yang, Heng Tao Shen
2017	A*	`conf`	Deep Asymmetric Pairwise Hashing. ACM Multimedia Fumin Shen, Xin Gao, Li Liu, Yang Yang, Heng Tao Shen
2017	J	`jnl`	Deep Region Hashing for Efficient Large-scale Instance Search from Images. CoRR Jingkuan Song, Tao He, Lianli Gao, Xing Xu, Heng Tao Shen
2017	Misc	`conf`	Deep Semantic Indexing Using Convolutional Localization Network with Region-Based Visual Attention for Image Database. ADC Mingxing Zhang, Yang Yang, Hanwang Zhang, Yanli Ji, Ning Xie, Heng Tao Shen
2017	J	`jnl`	Discrete Nonnegative Spectral Clustering. IEEE Trans. Knowl. Data Eng. Yang Yang, Fumin Shen, Zi Huang, Heng Tao Shen, Xuelong Li
2017	J	`jnl`	Distributed shortest path query processing on dynamic road networks. VLDB J. Dongxiang Zhang, Dingyu Yang, Yuan Wang, Kian-Lee Tan, Jian Cao, Heng Tao Shen
2017	J	`jnl`	Editorial: Good practices in multimedia modeling. Neurocomputing Yang Yang, Richang Hong, Benoit Huet, Heng Tao Shen
2017	A*	`conf`	Efficient Binary Coding for Subspace-based Query-by-Image Video Retrieval. ACM Multimedia Ruicong Xu, Yang Yang, Fumin Shen, Ning Xie, Heng Tao Shen
2017	Misc	`conf`	Efficient Supervised Hashing via Exploring Local and Inner Data Structure. ADC Shiyuan He, Guo Ye, Mengqiu Hu, Yang Yang, Fumin Shen, Heng Tao Shen, Xuelong Li
2017	A*	`conf`	Event Early Embedding: Predicting Event Volume Dynamics at Early Stage. SIGIR Zhiwei Liu, Yang Yang, Zi Huang, Fumin Shen, Dongxiang Zhang, Heng Tao Shen
2017	A*	`conf`	Event Video Mashup: From Hundreds of Videos to Minutes of Skeleton. AAAI Lianli Gao, Peng Wang, Jingkuan Song, Zi Huang, Jie Shao, Heng Tao Shen
2017	J	`jnl`	Exploiting Depth From Single Monocular Images for Object Detection and Semantic Segmentation. IEEE Trans. Image Process. Yuanzhouhan Cao, Chunhua Shen, Heng Tao Shen
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`	From Deterministic to Generative: Multi-Modal Stochastic RNNs for Video Captioning. CoRR Jingkuan Song, Yuyu Guo, Lianli Gao, Xuelong Li, Alan Hanjalic, Heng Tao Shen
2017	A*	`conf`	Hierarchical LSTM with Adjusted Temporal Attention for Video Captioning. IJCAI Jingkuan Song, Lianli Gao, Zhao Guo, Wu Liu, Dongxiang Zhang, Heng Tao Shen
2017	J	`jnl`	Hierarchical LSTM with Adjusted Temporal Attention for Video Captioning. CoRR Jingkuan Song, Zhao Guo, Lianli Gao, Wu Liu, Dongxiang Zhang, Heng Tao Shen
2017	J	`jnl`	Hierarchical Latent Concept Discovery for Video Event Detection. IEEE Trans. Image Process. Chao Li, Zi Huang, Yang Yang, Jiewei Cao, Xiaoshuai Sun, Heng Tao Shen
2017	A*	`conf`	IF-Matching: Towards Accurate Map-Matching with Information Fusion. ICDE Gang Hu, Jie Shao, Fenglin Liu, Yuan Wang, Heng Tao Shen
2017	J	`jnl`	IF-Matching: Towards Accurate Map-Matching with Information Fusion. IEEE Trans. Knowl. Data Eng. Gang Hu, Jie Shao, Fenglin Liu, Yuan Wang, Heng Tao Shen
2017	Misc	`conf`	Jointly Learning Attentions with Semantic Cross-Modal Correlation for Visual Question Answering. ADC Liangfu Cao, Lianli Gao, Jingkuan Song, Xing Xu, Heng Tao Shen
2017	J	`jnl`	Learning Discriminative Binary Codes for Large-scale Cross-modal Retrieval. IEEE Trans. Image Process. Xing Xu, Fumin Shen, Yang Yang, Heng Tao Shen, Xuelong Li
2017	A*	`conf`	Leveraging Weak Semantic Relevance for Complex Video Event Classification. ICCV Heng Tao Shen, Chao Li, Jiewei Cao, Zi Huang, Lei Zhu
2017	A*	`conf`	Local Deep Descriptors in Bag-of-Words for Image Retrieval. ACM Multimedia (Thematic Workshops) Jiewei Cao, Zi Huang, Heng Tao Shen
2017	A*	`conf`	Matrix Tri-Factorization with Manifold Regularizations for Zero-Shot Learning. CVPR Xing Xu, Fumin Shen, Yang Yang, Dongxiang Zhang, Heng Tao Shen, Jingkuan Song
2017	A	`conf`	Movie Fill in the Blank with Adaptive Temporal Attention and Description Update. CIKM Jie Chen, Jie Shao, Fumin Shen, Chengkun He, Lianli Gao, Heng Tao Shen
2017	A*	`conf`	Multi-attention Network for One Shot Learning. CVPR Peng Wang, Lingqiao Liu, Chunhua Shen, Zi Huang, Anton van den Hengel, Heng Tao Shen
2017	A*	`conf`	POI Popularity Prediction via Hierarchical Fusion of Multiple Social Clues. SIGIR Yaqian Duan, Xinze Wang, Yang Yang, Zi Huang, Ning Xie, Heng Tao Shen
2017	A*	`conf`	Preserving-Ignoring Transformation Based Index for Approximate k Nearest Neighbor Search. ICDE Gang Hu, Jie Shao, Dongxiang Zhang, Yang Yang, Heng Tao Shen
2017	J	`jnl`	Processing Long Queries Against Short Text: Top- ACM Trans. Inf. Syst. Dongxiang Zhang, Yuchen Li, Ju Fan, Lianli Gao, Fumin Shen, Heng Tao Shen
2017	J	`jnl`	Robust Web Image Annotation via Exploring Multi-Facet and Structural Knowledge. IEEE Trans. Image Process. Mengqiu Hu, Yang Yang, Fumin Shen, Luming Zhang, Heng Tao Shen, Xuelong Li
2017	J	`jnl`	Semi-Paired Discrete Hashing: Learning Latent Hash Codes for Semi-Paired Cross-View Retrieval. IEEE Trans. Cybern. Xiao-Bo Shen, Fumin Shen, Quan-Sen Sun, Yang Yang, Yunhao Yuan, Heng Tao Shen
2017	J	`jnl`	Structured Learning of Binary Codes with Column Generation for Optimizing Ranking Measures. Int. J. Comput. Vis. Guosheng Lin, Fayao Liu, Chunhua Shen, Jianxin Wu, Heng Tao Shen
2017	J	`jnl`	Targeted Advertising in Public Transportation Systems with Quantitative Evaluation. ACM Trans. Inf. Syst. Dongxiang Zhang, Long Guo, Liqiang Nie, Jie Shao, Sai Wu, Heng Tao Shen
2017	J	`jnl`	Temporal Pyramid Pooling-Based Convolutional Neural Network for Action Recognition. IEEE Trans. Circuits Syst. Video Technol. Peng Wang, Yuanzhouhan Cao, Chunhua Shen, Lingqiao Liu, Heng Tao Shen
2017	J	`jnl`	Towards Automatic Construction of Diverse, High-quality Image Dataset. CoRR Yazhou Yao, Jian Zhang, Fumin Shen, Dongxiang Zhang, Zhenmin Tang, Heng Tao Shen
2017	A*	`conf`	Two Birds One Stone: On both Cold-Start and Long-Tail Recommendation. ACM Multimedia Jingjing Li, Ke Lu, Zi Huang, Heng Tao Shen
2017	A*	`conf`	Unifying Multi-Source Social Media Data for Personalized Travel Route Planning. SIGIR Gang Hu, Jie Shao, Fumin Shen, Zi Huang, Heng Tao Shen
2017	A	`conf`	Unsupervised cross-modal retrieval through adversarial learning. ICME Li He, Xing Xu, Huimin Lu, Yang Yang, Fumin Shen, Heng Tao Shen
2017	J	`jnl`	Video Captioning With Attention-Based LSTM and Semantic Consistency. IEEE Trans. Multim. Lianli Gao, Zhao Guo, Hanwang Zhang, Xing Xu, Heng Tao Shen
2017	A*	`conf`	Web-Based Semantic Fragment Discovery for On-Line Lingual-Visual Similarity. AAAI Xiaoshuai Sun, Jiewei Cao, Chao Li, Lei Zhu, Heng Tao Shen
2017	—	`conf`	WebPainter: Collaborative Stroke-Based Rendering Through HTML5 and WebGL. Edutainment Ning Xie, Mengyuan Ren, Wu Yang, Yang Yang, Heng Tao Shen
2016	J	`jnl`	A Distance-Computation-Free Search Scheme for Binary Code Databases. IEEE Trans. Multim. Jingkuan Song, Heng Tao Shen, Jianfeng Wang, Zi Huang, Nicu Sebe, Jingdong Wang
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 Survey on Learning to Hash. CoRR Jingdong Wang, Ting Zhang, Jingkuan Song, Nicu Sebe, Heng Tao Shen
2016	A*	`conf`	A Unified Framework for Discrete Spectral Clustering. IJCAI Yang Yang, Fumin Shen, Zi Huang, Heng Tao Shen
2016	A*	`conf`	Attention-based LSTM with Semantic Consistency for Videos Captioning. ACM Multimedia Zhao Guo, Lianli Gao, Jingkuan Song, Xing Xu, Jie Shao, Heng Tao Shen
2016	A*	`conf`	Bidirectional Long-Short Term Memory for Video Description. ACM Multimedia Yi Bin, Yang Yang, Fumin Shen, Xing Xu, Heng Tao Shen
2016	J	`jnl`	Bidirectional Long-Short Term Memory for Video Description. CoRR Yi Bin, Yang Yang, Zi Huang, Fumin Shen, Xing Xu, Heng Tao Shen
2016	J	`jnl`	Binary Subspace Coding for Query-by-Image Video Retrieval. CoRR Ruicong Xu, Yang Yang, Yadan Luo, Fumin Shen, Zi Huang, Heng Tao Shen
2016	J	`jnl`	Compositional Model based Fisher Vector Coding for Image Classification. CoRR Lingqiao Liu, Peng Wang, Chunhua Shen, Lei Wang, Anton van den Hengel, Chao Wang, Heng Tao Shen
2016	A*	`conf`	Cross-modal Retrieval with Label Completion. ACM Multimedia Xing Xu, Fumin Shen, Yang Yang, Heng Tao Shen, Li He, Jingkuan Song
2016	B	`conf`	Discriminant Cross-modal Hashing. ICMR Xing Xu, Fumin Shen, Yang Yang, Heng Tao Shen
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`	Exploiting Depth from Single Monocular Images for Object Detection and Semantic Segmentation. CoRR Yuanzhouhan Cao, Chunhua Shen, Heng Tao Shen
2016	J	`jnl`	Face image classification by pooling raw features. Pattern Recognit. Fumin Shen, Chunhua Shen, Xiang Zhou, Yang Yang, Heng Tao Shen
2016	A*	`conf`	Graph-without-cut: An Ideal Graph Learning for Image Segmentation. AAAI Lianli Gao, Jingkuan Song, Feiping Nie, Fuhao Zou, Nicu Sebe, Heng Tao Shen
2016	J	`jnl`	Hi Detector, What's Wrong with that Object? Identifying Irregular Object From Images by Modelling the Detection Score Distribution. CoRR Peng Wang, Lingqiao Liu, Chunhua Shen, Anton van den Hengel, Heng Tao Shen
2016	J	`jnl`	Learning Binary Codes and Binary Weights for Efficient Classification. CoRR Fumin Shen, Yadong Mu, Wei Liu, Yang Yang, Heng Tao Shen
2016	J	`jnl`	Optimized Graph Learning Using Partial Tags and Multiple Features for Image and Video Annotation. IEEE Trans. Image Process. Jingkuan Song, Lianli Gao, Feiping Nie, Heng Tao Shen, Yan Yan, Nicu Sebe
2016	J	`jnl`	Order-aware Convolutional Pooling for Video Based Action Recognition. CoRR Peng Wang, Lingqiao Liu, Chunhua Shen, Heng Tao Shen
2016	—	`ed.`	Proceedings of the SIGMOD 2016 PhD Symposium, San Francisco, California, USA, June 26, 2016 SIGMOD PhD Symposium Eduard C. Dragut, Heng Tao Shen
2016	A*	`conf`	Quartet-net Learning for Visual Instance Retrieval. ACM Multimedia Jiewei Cao, Zi Huang, Peng Wang, Chao Li, Xiaoshuai Sun, Heng Tao Shen
2016	J	`jnl`	Recurrent Image Captioner: Describing Images with Spatial-Invariant Transformation and Attention Filtering. CoRR Hao Liu, Yang Yang, Fumin Shen, Lixin Duan, Heng Tao Shen
2016	J	`jnl`	Robust Cross-view Hashing for Multimedia Retrieval. IEEE Signal Process. Lett. Xiao-Bo Shen, Fumin Shen, Quan-Sen Sun, Yunhao Yuan, Heng Tao Shen
2016	J	`jnl`	Robust regression based face recognition with fast outlier removal. Multim. Tools Appl. Fumin Shen, Wankou Yang, Hanxi Li, Hanwang Zhang, Heng Tao Shen
2016	J	`jnl`	Scalable Video Event Retrieval by Visual State Binary Embedding. IEEE Trans. Multim. Litao Yu, Zi Huang, Jiewei Cao, Heng Tao Shen
2016	J	`jnl`	Structured Learning of Binary Codes with Column Generation. CoRR Guosheng Lin, Fayao Liu, Chunhua Shen, Jianxin Wu, Heng Tao Shen
2016	J	`jnl`	Web Video Event Recognition by Semantic Analysis From Ubiquitous Documents. IEEE Trans. Image Process. Litao Yu, Yang Yang, Zi Huang, Peng Wang, Jingkuan Song, Heng Tao Shen
2016	A*	`conf`	What's Wrong with That Object? Identifying Images of Unusual Objects by Modelling the Detection Score Distribution. CVPR Peng Wang, Lingqiao Liu, Chunhua Shen, Zi Huang, Anton van den Hengel, Heng Tao Shen
2016	J	`jnl`	Where to Focus: Query Adaptive Matching for Instance Retrieval Using Convolutional Feature Maps. CoRR Jiewei Cao, Lingqiao Liu, Peng Wang, Zi Huang, Chunhua Shen, Heng Tao Shen
2016	A*	`conf`	Zero-Shot Hashing via Transferring Supervised Knowledge. ACM Multimedia Yang Yang, Yadan Luo, Weilun Chen, Fumin Shen, Jie Shao, Heng Tao Shen
2016	J	`jnl`	Zero-Shot Hashing via Transferring Supervised Knowledge. CoRR Yang Yang, Weilun Chen, Yadan Luo, Fumin Shen, Jie Shao, Heng Tao Shen
2015	—	`conf`	Geographical Constraint and Temporal Similarity Modeling for Point-of-Interest Recommendation. WISE (2) Huimin Wu, Jie Shao, Hongzhi Yin, Heng Tao Shen, Xiaofang Zhou
2015	J	`jnl`	Hashing on Nonlinear Manifolds. IEEE Trans. Image Process. Fumin Shen, Chunhua Shen, Qinfeng Shi, Anton van den Hengel, Zhenmin Tang, Heng Tao Shen
2015	A*	`conf`	Learning Binary Codes for Maximum Inner Product Search. ICCV Fumin Shen, Wei Liu, Shaoting Zhang, Yang Yang, Heng Tao Shen
2015	J	`jnl`	Max-margin adaptive model for complex video pattern recognition. Multim. Tools Appl. Litao Yu, Jie Shao, Xin-Shun Xu, Heng Tao Shen
2015	J	`jnl`	Multitask Spectral Clustering by Exploring Intertask Correlation. IEEE Trans. Cybern. Yang Yang, Zhigang Ma, Yi Yang, Feiping Nie, Heng Tao Shen
2015	A*	`conf`	Optimal graph learning with partial tags and multiple features for image and video annotation. CVPR Lianli Gao, Jingkuan Song, Feiping Nie, Yan Yan, Nicu Sebe, Heng Tao Shen
2015	J	`jnl`	Optimized Cartesian K-Means. IEEE Trans. Knowl. Data Eng. Jianfeng Wang, Jingdong Wang, Jingkuan Song, Xin-Shun Xu, Heng Tao Shen, Shipeng Li
2015	—	`ed.`	Proceedings of the 2015 ACM SIGMOD PhD Symposium, Melbourne, VIC, Australia, May 31 - June 04, 2015 SIGMOD PhD Symposium Pablo Barceló, Heng Tao Shen
2015	A*	`ed.`	Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26 - 30, 2015 ACM Multimedia Xiaofang Zhou, Alan F. Smeaton, Qi Tian, Dick C. A. Bulterman, Heng Tao Shen, Ketan Mayer-Patel, Shuicheng Yan
2015	J	`jnl`	Robust Discrete Spectral Hashing for Large-Scale Image Semantic Indexing. IEEE Trans. Big Data Yang Yang, Fumin Shen, Heng Tao Shen, Hanxi Li, Xuelong Li
2015	A*	`conf`	Supervised Discrete Hashing. CVPR Fumin Shen, Chunhua Shen, Wei Liu, Heng Tao Shen
2015	J	`jnl`	Tag Features for Geo-Aware Image Classification. IEEE Trans. Multim. Shuai Liao, Xirong Li, Heng Tao Shen, Yang Yang, Xiaoyong Du
2015	J	`jnl`	Temporal Pyramid Pooling Based Convolutional Neural Networks for Action Recognition. CoRR Peng Wang, Yuanzhouhan Cao, Chunhua Shen, Lingqiao Liu, Heng Tao Shen
2015	—	`conf`	UQMG @ TRECVID 2015: Instance Search. TRECVID Jiewei Cao, Zi Huang, Heng Tao Shen
2015	B	`conf`	Zero-shot Image Categorization by Image Correlation Exploration. ICMR Lianli Gao, Jingkuan Song, Junming Shao, Xiaofeng Zhu, Heng Tao Shen
2014	J	`jnl`	Effectively Indexing the Multidimensional Uncertain Objects. IEEE Trans. Knowl. Data Eng. Ying Zhang, Wenjie Zhang, Qianlu Lin, Xuemin Lin, Heng Tao Shen
2014	J	`jnl`	Face Identification with Second-Order Pooling. CoRR Fumin Shen, Chunhua Shen, Heng Tao Shen
2014	J	`jnl`	Face Image Classification by Pooling Raw Features. CoRR Fumin Shen, Chunhua Shen, Heng Tao Shen
2014	J	`jnl`	Guest Editorial Special Section on Socio-Mobile Media Analysis and Retrieval. IEEE Trans. Multim. Alberto Del Bimbo, K. Selçuk Candan, Yu-Gang Jiang, Jiebo Luo, Tao Mei, Nicu Sebe, Heng Tao Shen, Cees G. M. Snoek, Rong Yan
2014	J	`jnl`	Hashing for Similarity Search: A Survey. CoRR Jingdong Wang, Heng Tao Shen, Jingkuan Song, Jianqiu Ji
2014	J	`jnl`	Hashing on Nonlinear Manifolds. CoRR Fumin Shen, Chunhua Shen, Qinfeng Shi, Anton van den Hengel, Zhenmin Tang, Heng Tao Shen
2014	J	`jnl`	On the Influence Propagation of Web Videos. IEEE Trans. Knowl. Data Eng. Jiajun Liu, Yi Yang, Zi Huang, Yang Yang, Heng Tao Shen
2014	J	`jnl`	Optimized Cartesian $K$-Means. CoRR Jianfeng Wang, Jingdong Wang, Jingkuan Song, Xin-Shun Xu, Heng Tao Shen, Shipeng Li
2014	A*	`conf`	Optimized Distances for Binary Code Ranking. ACM Multimedia Jianfeng Wang, Heng Tao Shen, Shuicheng Yan, Nenghai Yu, Shipeng Li, Jingdong Wang
2014	J	`jnl`	SK-LSH: An Efficient Index Structure for Approximate Nearest Neighbor Search. Proc. VLDB Endow. Yingfan Liu, Jiangtao Cui, Zi Huang, Hui Li, Heng Tao Shen
2014	—	`conf`	UQ-DKE's Participation at MediaEval 2014 Placing Task. MediaEval Jiewei Cao, Zi Huang, Yang Yang, Heng Tao Shen
2014	A*	`conf`	WeMash: An Online System for Web Video Mashup. ACM Multimedia Peng Wang, Yang Yang, Zi Huang, Jiewei Cao, Heng Tao Shen
2013	J	`jnl`	Discriminative Nonnegative Spectral Clustering with Out-of-Sample Extension. IEEE Trans. Knowl. Data Eng. Yang Yang, Yi Yang, Heng Tao Shen, Yanchun Zhang, Xiaoyong Du, Xiaofang Zhou
2013	J	`jnl`	Effective Multiple Feature Hashing for Large-Scale Near-Duplicate Video Retrieval. IEEE Trans. Multim. Jingkuan Song, Yi Yang, Zi Huang, Heng Tao Shen, Jiebo Luo
2013	J	`jnl`	Effective transfer tagging from image to video. ACM Trans. Multim. Comput. Commun. Appl. Yang Yang, Yi Yang, Heng Tao Shen
2013	—	`conf`	Inter-media hashing for large-scale retrieval from heterogeneous data sources. SIGMOD Conference Jingkuan Song, Yang Yang, Yi Yang, Zi Huang, Heng Tao Shen
2013	A*	`conf`	Linear cross-modal hashing for efficient multimedia search. ACM Multimedia Xiaofeng Zhu, Zi Huang, Heng Tao Shen, Xin Zhao
2013	J	`jnl`	Local image tagging via graph regularized joint group sparsity. Pattern Recognit. Yang Yang, Zi Huang, Yi Yang, Jiajun Liu, Heng Tao Shen, Jiebo Luo
2013	J	`jnl`	Near-duplicate video retrieval: Current research and future trends. ACM Comput. Surv. Jiajun Liu, Zi Huang, Hongyun Cai, Heng Tao Shen, Chong-Wah Ngo, Wei Wang
2013	J	`jnl`	Personalized query evaluation in ring-based P2P networks. Inf. Sci. Minqi Zhou, Heng Tao Shen, Xueqing Gong, Weining Qian, Aoying Zhou
2013	A*	`conf`	Presenting diverse location views with real-time near-duplicate photo elimination. ICDE Jiajun Liu, Zi Huang, Hong Cheng, Yueguo Chen, Heng Tao Shen, Yanchun Zhang
2013	—	`conf`	Robust Semantic Video Indexing by Harvesting Web Images. MMM (1) Yang Yang, Zheng-Jun Zha, Heng Tao Shen, Tat-Seng Chua
2013	J	`jnl`	Self-taught dimensionality reduction on the high-dimensional small-sized data. Pattern Recognit. Xiaofeng Zhu, Zi Huang, Yang Yang, Heng Tao Shen, Changsheng Xu, Jiebo Luo
2013	J	`jnl`	Sparse hashing for fast multimedia search. ACM Trans. Inf. Syst. Xiaofeng Zhu, Zi Huang, Hong Cheng, Jiangtao Cui, Heng Tao Shen
2013	J	`jnl`	VChunkJoin: An Efficient Algorithm for Edit Similarity Joins. IEEE Trans. Knowl. Data Eng. Wei Wang, Jianbin Qin, Chuan Xiao, Xuemin Lin, Heng Tao Shen
2013	J	`jnl`	Video-to-Shot Tag Propagation by Graph Sparse Group Lasso. IEEE Trans. Multim. Xiaofeng Zhu, Zi Huang, Jiangtao Cui, Heng Tao Shen
2012	J	`jnl`	Automatic tagging by exploring tag information capability and correlation. World Wide Web Xiaoming Zhang, Zi Huang, Heng Tao Shen, Yang Yang, Zhoujun Li
2012	J	`jnl`	Dimensionality reduction by Mixed Kernel Canonical Correlation Analysis. Pattern Recognit. Xiaofeng Zhu, Zi Huang, Heng Tao Shen, Jian Cheng, Changsheng Xu
2012	A*	`conf`	Discovering areas of interest with geo-tagged images and check-ins. ACM Multimedia Jiajun Liu, Zi Huang, Lei Chen, Heng Tao Shen, Zhixian Yan
2012	A*	`conf`	Effective Data Density Estimation in Ring-Based P2P Networks. ICDE Minqi Zhou, Heng Tao Shen, Xiaofang Zhou, Weining Qian, Aoying Zhou
2012	J	`jnl`	Extracting representative motion flows for effective video retrieval. Multim. Tools Appl. Zhe Zhao, Bin Cui, Gao Cong, Zi Huang, Heng Tao Shen
2012	J	`jnl`	Guest editorial: content, concept and context mining in social media. World Wide Web Heng Tao Shen, Xian-Sheng Hua, Jiebo Luo, Vincent Oria
2012	J	`jnl`	Introducing Cloud Computing Topics in Curricula. J. Inf. Syst. Educ. Ling Chen, Yang Liu, Marcus Gallagher, Bernard Pailthorpe, Shazia Sadiq, Heng Tao Shen, Xue Li
2012	J	`jnl`	Quick identification of near-duplicate video sequences with cut signature. World Wide Web Qing Xie, Zi Huang, Heng Tao Shen, Xiaofang Zhou, Chaoyi Pang
2012	J	`jnl`	Web and Personal Image Annotation by Mining Label Correlation With Relaxed Visual Graph Embedding. IEEE Trans. Image Process. Yi Yang, Fei Wu, Feiping Nie, Heng Tao Shen, Yueting Zhuang, Alexander G. Hauptmann
2011	J	`jnl`	Correlation-based retrieval for heavily changed near-duplicate videos. ACM Trans. Inf. Syst. Jiajun Liu, Zi Huang, Heng Tao Shen, Bin Cui
2011	A*	`conf`	Discovering popular routes from trajectories. ICDE Zaiben Chen, Heng Tao Shen, Xiaofang Zhou
2011	—	`conf`	Effective data co-reduction for multimedia similarity search. SIGMOD Conference Zi Huang, Heng Tao Shen, Jiajun Liu, Xiaofang Zhou
2011	—	`conf`	Efficient Histogram-Based Similarity Search in Ultra-High Dimensional Space. DASFAA (2) Jiajun Liu, Zi Huang, Heng Tao Shen, Xiaofang Zhou
2011	J	`jnl`	Exploring Distributional Discrepancy for Multidimensional Point Set Retrieval. IEEE Trans. Multim. Jie Shao, Heng Tao Shen, Zi Huang, Xiaofang Zhou
2011	J	`jnl`	Mining multi-tag association for image tagging. World Wide Web Yang Yang, Zi Huang, Heng Tao Shen, Xiaofang Zhou
2011	A*	`conf`	Multiple feature hashing for real-time large scale near-duplicate video retrieval. ACM Multimedia Jingkuan Song, Yi Yang, Zi Huang, Heng Tao Shen, Richang Hong
2011	A*	`conf`	Nonnegative Spectral Clustering with Discriminative Regularization. AAAI Yi Yang, Heng Tao Shen, Feiping Nie, Rongrong Ji, Xiaofang Zhou
2011	—	`conf`	Probabilistic Image Tagging with Tags Expanded By Text-Based Search. DASFAA (1) Xiaoming Zhang, Zi Huang, Heng Tao Shen, Zhoujun Li
2011	A*	`conf`	Tag localization with spatial correlations and joint group sparsity. CVPR Yang Yang, Yi Yang, Zi Huang, Heng Tao Shen, Feiping Nie
2011	C	`conf`	Tagging Image with Informative and Correlative Tags. APWeb Xiaoming Zhang, Heng Tao Shen, Zi Huang, Zhoujun Li
2011	A*	`conf`	Transfer tagging from image to video. ACM Multimedia Yang Yang, Yi Yang, Zi Huang, Heng Tao Shen
2011	Misc	`ed.`	Twenty-Second Australasian Database Conference, ADC 2011, Perth, Australia, January 2011 ADC Heng Tao Shen, Yanchun Zhang
2011	—	`conf`	UQMSG Experiments for TRECVID 2011. TRECVID Heng Tao Shen, Jie Shao, Zi Huang, Yang Yang, Jingkuan Song, Jiajun Liu, Xiaofeng Zhu
2011	A*	`conf`	Video-to-shot tag allocation by weighted sparse group lasso. ACM Multimedia Xiaofeng Zhu, Zi Huang, Heng Tao Shen
2011	A*	`conf`	l IJCAI Yi Yang, Heng Tao Shen, Zhigang Ma, Zi Huang, Xiaofang Zhou
2010	Misc	`ed.`	Database Technologies 2010, Twenty-First Australasian Database Conference (ADC 2010), Brisbane, Australia, 18-22 January, 2010, Proceedings ADC Heng Tao Shen, Athman Bouguettaya
2010	J	`jnl`	Discovery of Convoys in Trajectory Databases CoRR Hoyoung Jeung, Man Lung Yiu, Xiaofang Zhou, Christian S. Jensen, Heng Tao Shen
2010	—	`conf`	Distributed Cache Indexing for Efficient Subspace Skyline Computation in P2P Networks. DASFAA (1) Lijiang Chen, Bin Cui, Linhao Xu, Heng Tao Shen
2010	C	`conf`	Efficient and Continuous Near-duplicate Video Detection. APWeb Qing Xie, Zi Huang, Heng Tao Shen, Xiaofang Zhou, Chaoyi Pang
2010	J	`jnl`	Mining near-duplicate graph for cluster-based reranking of web video search results. ACM Trans. Inf. Syst. Zi Huang, Bo Hu, Hong Cheng, Heng Tao Shen, Hongyan Liu, Xiaofang Zhou
2010	J	`jnl`	Practical Online Near-Duplicate Subsequence Detection for Continuous Video Streams. IEEE Trans. Multim. Zi Huang, Heng Tao Shen, Jie Shao, Bin Cui, Xiaofang Zhou
2010	—	`conf`	Searching trajectories by locations: an efficiency study. SIGMOD Conference Zaiben Chen, Heng Tao Shen, Xiaofang Zhou, Yu Zheng, Xing Xie
2010	—	`ed.`	Web-Age Information Management - WAIM 2010 International Workshops: IWGD 2010, XMLDM 2010, WCMT 2010, Jiuzhaigou Valley, China, July 15-17, 2010, Revised Selected Papers WAIM Workshops Heng Tao Shen, Jian Pei, M. Tamer Özsu, Lei Zou, Jiaheng Lu, Tok Wang Ling, Ge Yu, Yi Zhuang, Jie Shao
2009	B	`conf`	A Novel Content Distribution Mechanism in DHT Networks. Networking Quanqing Xu, Heng Tao Shen, Bin Cui, Xiaoxiao Hou, Yafei Dai
2009	J	`jnl`	Bounded coordinate system indexing for real-time video clip search. ACM Trans. Inf. Syst. Zi Huang, Heng Tao Shen, Jie Shao, Xiaofang Zhou, Bin Cui
2009	B	`conf`	Dimension-Specific Search for Multimedia Retrieval. DASFAA Zi Huang, Heng Tao Shen, Dawei Song, Xue Li, Stefan M. Rüger
2009	—	`ch.`	Dimensionality Reduction. Encyclopedia of Database Systems Heng Tao Shen
2009	J	`jnl`	Effective and Efficient Query Processing for Video Subsequence Identification. IEEE Trans. Knowl. Data Eng. Heng Tao Shen, Jie Shao, Zi Huang, Xiaofang Zhou
2009	A	`conf`	Efficient information retrieval in mobile peer-to-peer networks. CIKM Lijiang Chen, Bin Cui, Heng Tao Shen, Wei Lu, Xiaofang Zhou
2009	A	`conf`	High-dimensional indexing with oriented cluster representation for multimedia databases. ICME Heng Tao Shen, Zi Huang, Jinli Cao, Xiaofang Zhou
2009	—	`conf`	Hybrid Retrieval Mechanisms in Vehicle-Based P2P Networks. ICCS (1) Quanqing Xu, Heng Tao Shen, Zaiben Chen, Bin Cui, Xiaofang Zhou, Yafei Dai
2009	J	`jnl`	Hybrid information retrieval policies based on cooperative cache in mobile P2P networks. Frontiers Comput. Sci. China Quanqing Xu, Heng Tao Shen, Zaiben Chen, Bin Cui, Xiaofang Zhou, Yafei Dai
2009	J	`jnl`	Instance optimal query processing in spatial networks. VLDB J. Ke Deng, Xiaofang Zhou, Heng Tao Shen, Shazia Sadiq, Xue Li
2009	A*	`conf`	Instant Advertising in Mobile Peer-to-Peer Networks. ICDE Zaiben Chen, Heng Tao Shen, Quanqing Xu, Xiaofang Zhou
2009	A*	`conf`	Interactive near-duplicate video retrieval and detection. ACM Multimedia Ran Cheng, Zi Huang, Heng Tao Shen, Xiaofang Zhou
2009	Misc	`conf`	Large-scale Video Sequence Indexing: Impacts, Ideas and Trends. ADC Heng Tao Shen
2009	—	`conf`	Monitoring path nearest neighbor in road networks. SIGMOD Conference Zaiben Chen, Heng Tao Shen, Xiaofang Zhou, Jeffrey Xu Yu
2009	—	`ch.`	Multidimensional Scaling. Encyclopedia of Database Systems Heng Tao Shen
2009	A*	`conf`	Online Near-Duplicate Video Clip Detection and Retrieval: An Accurate and Fast System. ICDE Zi Huang, Liping Wang, Heng Tao Shen, Jie Shao, Xiaofang Zhou
2009	—	`ch.`	Principal Component Analysis. Encyclopedia of Database Systems Heng Tao Shen
2009	A*	`conf`	Processing Group Nearest Group Query. ICDE Ke Deng, Hu Xu, Shazia Sadiq, Yansheng Lu, Gabriel Pui Cheong Fung, Heng Tao Shen
2009	J	`jnl`	Speed up interactive image retrieval. VLDB J. Heng Tao Shen, Shouxu Jiang, Kian-Lee Tan, Zi Huang, Xiaofang Zhou
2009	B	`conf`	Video Annotation System Based on Categorizing and Keyword Labelling. DASFAA Bin Cui, Bei Pan, Heng Tao Shen, Ying Wang, Ce Zhang
2009	—	`ch.`	Video Sequence Indexing. Encyclopedia of Database Systems Heng Tao Shen
2008	A*	`conf`	A Hybrid Prediction Model for Moving Objects. ICDE Hoyoung Jeung, Qing Liu, Heng Tao Shen, Xiaofang Zhou
2008	J	`jnl`	A multi-resolution surface distance model for VLDB J. Ke Deng, Xiaofang Zhou, Heng Tao Shen, Qing Liu, Kai Xu, Xuemin Lin
2008	B	`conf`	Achieving Effective Multi-term Queries for Fast DHT Information Retrieval. WISE Quanqing Xu, Heng Tao Shen, Yafei Dai, Bin Cui, Xiaofang Zhou
2008	J	`jnl`	Batch Nearest Neighbor Search for Video Retrieval. IEEE Trans. Multim. Jie Shao, Zi Huang, Heng Tao Shen, Xiaofang Zhou, Ee-Peng Lim, Yijun Li
2008	J	`jnl`	Challenges and techniques for effective and efficient similarity search in large video databases. Proc. VLDB Endow. Jie Shao, Heng Tao Shen, Xiaofang Zhou
2008	A*	`conf`	Convoy Queries in Spatio-Temporal Databases. ICDE Hoyoung Jeung, Heng Tao Shen, Xiaofang Zhou
2008	J	`jnl`	Discovery of convoys in trajectory databases. Proc. VLDB Endow. Hoyoung Jeung, Man Lung Yiu, Xiaofang Zhou, Christian S. Jensen, Heng Tao Shen
2008	A*	`conf`	Distribution-based similarity measures for multi-dimensional point set retrieval applications. ACM Multimedia Jie Shao, Zi Huang, Heng Tao Shen, Jialie Shen, Xiaofang Zhou
2008	A*	`conf`	Locality condensation: a new dimensionality reduction method for image retrieval. ACM Multimedia Zi Huang, Heng Tao Shen, Jie Shao, Stefan M. Rüger, Xiaofang Zhou
2008	J	`jnl`	Localized Co-Occurrence Model for Fast Approximate Search in 3D Structure Databases. IEEE Trans. Knowl. Data Eng. Zi Huang, Heng Tao Shen, Xiaofang Zhou
2007	—	`conf`	A New Similarity Measure for Near Duplicate Video Clip Detection. APWeb/WAIM Xiangmin Zhou, Xiaofang Zhou, Heng Tao Shen
2007	J	`jnl`	An adaptive and dynamic dimensionality reduction method for high-dimensional indexing. VLDB J. Heng Tao Shen, Xiaofang Zhou, Aoying Zhou
2007	J	`jnl`	Capture local information in shape representation. Multim. Tools Appl. Heng Tao Shen, Xiaofang Zhou
2007	A*	`conf`	Dimensionality reduction for dimension-specific search. SIGIR Zi Huang, Heng Tao Shen, Xiaofang Zhou, Dawei Song, Stefan M. Rüger
2007	B	`conf`	Dual Dimensionality Reduction for Efficient Video Similarity Search. DaWaK Zi Huang, Heng Tao Shen, Xiaofang Zhou, Jie Shao
2007	A*	`conf`	Dynamic Batch Nearest Neighbor Search in Video Retrieval. ICDE Jie Shao, Zi Huang, Heng Tao Shen, Xiaofang Zhou, Yijun Li
2007	Misc	`conf`	Efficient Similarity Search by Summarization in Large Video Database. ADC Xiangmin Zhou, Xiaofang Zhou, Heng Tao Shen
2007	B	`conf`	Mining Trajectory Patterns Using Hidden Markov Models. DaWaK Hoyoung Jeung, Heng Tao Shen, Xiaofang Zhou
2007	A*	`conf`	Multi-source Skyline Query Processing in Road Networks. ICDE Ke Deng, Xiaofang Zhou, Heng Tao Shen
2007	Misc	`conf`	Selectivity Estimation by Batch-Query based Histogram and Parametric Method. ADC Jizhou Luo, Xiaofang Zhou, Yu Zhang, Heng Tao Shen, Jianzhong Li
2007	A*	`conf`	Statistical summarization of content features for fast near-duplicate video detection. ACM Multimedia Heng Tao Shen, Xiaofang Zhou, Zi Huang, Jie Shao
2007	—	`conf`	The University of Queensland at TRECVID 2007 Search Task. TRECVID Heng Tao Shen, Xiaofang Zhou, Jie Shao, Zi Huang
2007	A*	`conf`	UQLIPS: A Real-time Near-duplicate Video Clip Detection System. VLDB Heng Tao Shen, Xiaofang Zhou, Zi Huang, Jie Shao, Xiangmin Zhou
2006	C	`conf`	3D Protein Structure Matching by Patch Signatures. DEXA Zi Huang, Xiaofang Zhou, Heng Tao Shen, Dawei Song
2006	J	`jnl`	A Multiresolution Terrain Model for Efficient Visualization Query Processing. IEEE Trans. Knowl. Data Eng. Kai Xu, Xiaofang Zhou, Xuemin Lin, Heng Tao Shen, Ke Deng
2006	—	`ed.`	Advanced Web and Network Technologies, and Applications, APWeb 2006 International Workshops: XRA, IWSN, MEGA, and ICSE, Harbin, China, January 16-18, 2006, Proceedings APWeb Workshops Heng Tao Shen, Jinbao Li, Minglu Li, Jun Ni, Wei Wang
2006	A*	`conf`	Exploring composite acoustic features for efficient music similarity query. ACM Multimedia Bin Cui, Jialie Shen, Gao Cong, Heng Tao Shen, Cui Yu
2006	C	`ed.`	Frontiers of WWW Research and Development - APWeb 2006, 8th Asia-Pacific Web Conference, Harbin, China, January 16-18, 2006, Proceedings APWeb Xiaofang Zhou, Jianzhong Li, Heng Tao Shen, Masaru Kitsuregawa, Yanchun Zhang
2006	J	`jnl`	Hierarchical Indexing Structure for Efficient Similarity Search in Video Retrieval. IEEE Trans. Knowl. Data Eng. Hong Lu, Beng Chin Ooi, Heng Tao Shen, Xiangyang Xue
2006	J	`jnl`	ICICLE: A semantic-based retrieval system for WWW images. Multim. Syst. Heng Tao Shen, Kian-Lee Tan, Xiaofang Zhou, Bin Cui
2006	J	`jnl`	Indexing and Integrating Multiple Features for WWW Images. World Wide Web Heng Tao Shen, Xiaofang Zhou, Bin Cui
2006	A*	`conf`	SaveRF: Towards Efficient Relevance Feedback Search. ICDE Heng Tao Shen, Beng Chin Ooi, Kian-Lee Tan
2006	A*	`conf`	Surface k-NN Query Processing. ICDE Ke Deng, Xiaofang Zhou, Heng Tao Shen, Kai Xu, Xuemin Lin
2006	J	`jnl`	Toward Efficient Multifeature Query Processing. IEEE Trans. Knowl. Data Eng. H. V. Jagadish, Beng Chin Ooi, Heng Tao Shen, Kian-Lee Tan
2005	Misc	`conf`	Exploring Bit-Difference for Approximate KNN Search in High-dimensional Databases. ADC Bin Cui, Heng Tao Shen, Jialie Shen, Kian-Lee Tan
2005	C	`conf`	Indexing Text and Visual Features for WWW Images. APWeb Heng Tao Shen, Xiaofang Zhou, Bin Cui
2005	B	`conf`	Semantic Caching for Multiresolution Spatial Query Processing in Mobile Environments. SSTD Sai Sun, Xiaofang Zhou, Heng Tao Shen
2005	—	`conf`	Towards Effective Indexing for Very Large Video Sequence Database. SIGMOD Conference Heng Tao Shen, Beng Chin Ooi, Xiaofang Zhou
2004	B	`conf`	Adaptive Quantization of the High-Dimensional Data for Efficient KNN Processing. DASFAA Bin Cui, Jing Hu, Heng Tao Shen, Cui Yu
2004	Misc	`conf`	Diagonal Ordering: A New Approach to High-Dimensional KNN Processing. ADC Jing Hu, Bin Cui, Heng Tao Shen
2004	J	`jnl`	Efficient Semantic-Based Content Search in P2P Network. IEEE Trans. Knowl. Data Eng. Heng Tao Shen, Yanfeng Shu, Bei Yu
2004	A*	`conf`	LDC: Enabling Search By Partial Distance In A Hyper-Dimensional Space. ICDE Nick Koudas, Beng Chin Ooi, Heng Tao Shen, Anthony K. H. Tung
2003	A*	`conf`	An Adaptive and Efficient Dimensionality Reduction Algorithm for High-Dimensional Indexing. ICDE Hui Jin, Beng Chin Ooi, Heng Tao Shen, Cui Yu, Aoying Zhou
2001	A	`conf`	Finding Similar Images Quickly Using Object Shapes. CIKM Heng Tao Shen
2000	A*	`conf`	Finding semantically related images in the WWW. ACM Multimedia Heng Tao Shen, Beng Chin Ooi, Kian-Lee Tan
2000	A*	`conf`	Giving meanings to WWW images. ACM Multimedia Heng Tao Shen, Beng Chin Ooi, Kian-Lee Tan