Le Wang, Ph.D.

                           Professor

Institute of Artificial Intelligence and Robotics

           College of Artificial Intelligence

               Xi'an Jiaotong University

                        王乐，博士

                     教授，博导

         国家级青年人才计划入选者

                     陕西省杰青

          人工智能与机器人研究所

                   人工智能学院

                   西安交通大学

• 2025，第十九届挑战杯“人工智能+”应用赛国家二等奖
  

• 2024，中国图象图形学学会自然科学奖一等奖（1/5）

• 2024，中国计算机学会杰出会员

• 2024，CVPR具身智能机械臂视觉抓取竞赛亚军

• 2024，CVPR工业异常检测竞赛亚军

• 2023，国家级青年人才计划

• 2022，陕西省杰出青年科学基金

• 2022，西安交通大学青年拔尖人才计划（A类）

• 2021，西安交通大学青年教师跟踪支持计划（B类）

• 2021，CVPR 2021 HACS W-TAL Challenge Runner-up [report]

• 2021，西安交通大学本科生专业实习优秀团队指导教师

• 2020，中国自动化学会科普奖

• 2020，IEEE/CCF/CSIG Senior Member

• 2020，西安交通大学2019年度科技工作先进个人

• 2019，西安交通大学“信源通”高水平论文奖

• 2018，中国科协青年人才托举工程

• 2018，指导学生获西安交通大学优秀硕士学位论文

• 2014，西安交通大学“信源通”优秀博士论文基金

• 2012-2014，西安交通大学“信源通”高水平论文奖

• 2012，ACCV Best Application Paper Award

• Email: lewang at xjtu.edu.cn
• Mail: Institute of Artificial Intelligence and Robotics, Xi'an Jiaotong University, 28 Xianning West Road, Xi'an, Shaanxi 710049, China
• Office: Room 307, Science Building

Le Wang is a Professor at Xi'an Jiaotong University. He received his Ph.D. degree in Control Science and Engineering and a B.E. degree in Automation both from Xi'an Jiaotong University in 2014 and 2008, respectively. From 2016 to 2017, he was a visiting scholar with Northwestern University, Evanston, IL, USA. From 2013 to 2014, he was a visiting Ph.D. student with Stevens Institute of Technology, Hoboken, NJ, USA. He joined Xi'an Jiaotong University in October 2014. He is a senior member of the IEEE and CSIG, an outstanding member of CCF, and a member of the CAA.

02/2022 - Present, Xi'an Jiaotong University, Xi'an, Shaanxi, China

      Professor, Institute of Artificial Intelligence and Robotics

07/2018 - 01/2022, Xi'an Jiaotong University, Xi'an, Shaanxi, China

      Associate Professor, Institute of Artificial Intelligence and Robotics

10/2014 - 06/2018, Xi'an Jiaotong University, Xi'an, Shaanxi, China

      Assistant Professor, Institute of Artificial Intelligence and Robotics

01/2016 - 01/2017, Northwestern University, Evanston, IL, USA

      Visiting Scholar, Electrical and Computer Engineering

09/2008 - 09/2014, Xi'an Jiaotong University, Xi'an, Shaanxi, China

    Ph.D. in Control Science and Engineering

09/2013 - 03/2014, Stevens Institute of Technology, Hoboken, NJ, USA

   Visiting Ph.D. student in Computer Science

09/2004 - 07/2008, Xi’an Jiaotong University, Xi'an, Shaanxi, China

   B.E. in Automation

Artificial Intelligence/人工智能

Computer Vision and Pattern Recognition/计算机视觉与模式识别

Robotics/机器人

• Electronic papers shared on this website are for fast dissemination of research work. The copyrights of the papers belong to the corresponding publishers. Also, the technologies presented in some of the published papers are protected by China Patents or pending Patents.

Selected Journal Articles:

1. Sen Wang, Le Wang*, Hongcheng Huo, Sanping Zhou, Kun Xia, Gang Hua, "Integrating Agglomerative Perception with One-step Action Generation for Robotic Manipulation", IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 2026. (CCF A, IF: 20.4)
   

2. Yabing Wang, Zhuotao Tian, Qingpei Guo, Zheng Qin, Sanping Zhou, Ming Yang, Nicu Sebe, Le Wang*, "From Mapping to Composing: A Two-Stage Framework for Zero-shot Composed Image Retrieval", IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), 2026. (CCF B, IF: 11.3)
   

3. Haoyu Wang, Le Wang*, Sanping Zhou, Zheng Qin, Gang Hua, Wei Tang, "RAMP: Iterative Refinement and Adaptive Multi-granularity Perception for Embodied Dialog Localization", Pattern Recognition (PR), Vol. 180, Part C, pp. 114282, 2026. (CCF B, IF: 9.1)
   

4. Jiaxuan Lin, Le Wang*, Sanping Zhou, Yizhe Li, Kun Xia, Gang Hua, “ARDVC: Eliminating Semantic Redundancy via Action Retrieval in Dense Video Captioning", IEEE Transactions on Multimedia (T-MM), 2026. (CCF A, IF: 9.7)

5. Yonghao Dong, Le Wang*, Sanping Zhou, Gang Hua, Changyin Sun, “Pedestrian Trajectory Prediction via Hierarchical Dynamics Decomposition”, IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), 2026. (CCF B, IF: 10.8)

6. Zheng Qin, Le Wang*, Yabing Wang, Sanping Zhou, Gang Hua, Wei Tang, “RSRNav: Reasoning Spatial Relationship for Image-Goal Navigation”, IEEE Transactions on Circuits and Systems for Video Technology (IEEE T-CSVT), 2026. (CCF B, IF: 10.8)

7. Haoyue Shi, Le Wang*, Sanping Zhou, Fei Hui, Zhanheng Gao, Gang Hua, Wei Tang, “Structured Graph Reasoning for Traffic Anomaly Detection”, IEEE Transactions on Multimedia (T-MM), 2026. (CCF A, IF: 9.7)

8. Xiaofan Song, Le Wang*, Sanping Zhou, Xiaolong Sun, Mengnan Liu, Kun Xia, Gang Hua, “DiffLabel: Robust Pseudo Label Generation for Semi-Supervised Temporal Language Grounding”, IEEE Transactions on Multimedia (T-MM), 2026. (CCF A, IF: 9.7)

9. Kun Xia, Le Wang*, Sanping Zhou, Gang Hua, Wei Tang, “Boosting Semi-Supervised Temporal Action Localization by Learning from Non-Target Classes”, IEEE Transactions on Multimedia (T-MM), 2026. (CCF A, IF: 9.7)

10. Yuxuan Wu, Le Wang*, Sanping Zhou, Ning Ding, Gang Hua, “Posterior Augmented CVAE for Pedestrian Trajectory Prediction with Momentary Observation”, IEEE Transactions on Multimedia (T-MM), 2026. (CCF A, IF: 9.7)

11. Zixuan Song, Yizhe Li, Sanping Zhou, Wei Tang, Le Wang*, “MoDe-Track: Robust Multi-Object Tracking with Motion Decoupling in UAV Videos”, IEEE Transactions on Multimedia (T-MM), 2026. (CCF A, IF: 9.7)

12. Heping Song, Jingyao Gong, Hongjie Jia, Xiangjun Shen, Jianping Gou, Hongying Meng, Le Wang*, "Representation Sampling and Hybrid Transformer Network for Image Compressed Sensing", IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), Vol. 36, Issue 3, pp. 3158-3172, 2026. (CCF B, IF: 10.8)

13. Liushuai Shi, Le Wang*, Sanping Zhou, Wei Tang, Gang Hua, “Sparse Trajectory Prediction”, IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), Vol. 48, Issue 3, pp. 2610-2627, 2025. (CCF A, IF: 20.4)

14. Yonghao Dong, Le Wang*, Sanping Zhou, Wei Tang, Gang Hua, and Changyin Sun, "AFC-RNN: Adaptive Forgetting-Controlled Recurrent Neural Network for Pedestrian Trajectory Prediction", IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), Vol. 47, Issue 11, pp. 10117-10191, 2025. (CCF A, IF: 18.6)

15. Haoxuanye Ji, Le Wang*, Sanping Zhou, Wei Tang, Nanning Zheng, Gang Hua, "Meta Pairwise Relationship Distillation for Unsupervised Person Re-identification", IEEE Transactions on Neural Networks and Learning Systems (T-NNLS), Vol. 36, Issue 5, pp. 9165-9179, 2025. (CCF B, IF: 8.9)

16. Yonghao Dong, Le Wang*, Sanping Zhou, Gang Hua, Changyin Sun, "Recurrent Aligned Network for Generalized Pedestrian Trajectory Prediction", IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), Vol. 35, Issue 3, pp. 2188-2201, 2025. (CCF B, IF: 11.1)

17. Haoxuanye Ji, Le Wang*, Sanping Zhou, Wei Tang, Gang Hua, "Disentangled Sample Guidance Learning for Unsupervised Person Re-identification", IEEE Transactions on Image Processing (T-IP), Vol. 33, pp. 5144-5158, 2024. (CCF A, IF: 10.8)

18. Yonghao Dong, Le Wang*, Sanping Zhou, Gang Hua, Changyin Sun, "Sparse Pedestrian Character Learning for Trajectory Prediction", IEEE Transactions on Multimedia (T-MM), Vol. 26, pp. 11070-11082, 2024. (CCF A, IF: 7.3)

19. Mo Zhou, Le Wang*, Zhenxing Niu, Qilin Zhang, Nanning Zheng, Gang Hua, "Adversarial Attack and Defense in Deep Ranking", IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), Vol. 46, Issue 8, pp. 5306-5324, 2024. (CCF A, IF: 23.6)

20. Haoyue Shi, Le Wang*, Sanping Zhou, Gang Hua, Wei Tang, "Abnormal Ratios Guided Multi-Phase Self-Training for Weakly-Supervised Video Anomaly Detection", IEEE Transactions on Multimedia (T-MM), Vol. 26, pp. 5575-5587, 2024. (CCF A, IF: 7.3)

21. Haoxuanye Ji, Le Wang∗, Sanping Zhou, Wei Tang, Nanning Zheng, Gang Hua, "Transfer Easy to Hard: Adversarial Contrastive Feature Learning for Unsupervised Person Re-Identification", Pattern Recognition (PR), Vol. 145, pp. 109973, 2024. (CCF B, IF: 8)

22. Liushuai Shi, Le Wang*, Chengjiang Long, Sanping Zhou, Wei Tang, Nanning Zheng, Gang Hua, "Representing Multimodal Behaviors with  Mean Location for Pedestrian Trajectory Prediction", IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), Vol. 45, Issue 9, pp. 11184-11202, 2023. (CCF A, IF: 23.6)

23. Kun Xia, Le Wang*, Yichao Shen, Sanping Zhou, Gang Hua, Wei Tang, "Exploring Action Centers for Temporal Action Localization", IEEE Transactions on Multimedia (T-MM), Vol. 25, pp. 9425-9436, 2023. (CCF A, IF: 7.3)

24. Zixin Zhu, Le Wang*, Wei Tang, Nanning, Zheng, Gang Hua, "ContextLoc++: A Unified Context Model for Temporal Action Localization", IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), Vol. 45, Issue 8, pp. 9504-9519, 2023. (CCF A, IF: 23.6) 

25. Le Wang, Junwen Tian, Sanping Zhou*, Haoyue Shi, Gang Hua, "Memory-Augmented Appearance-Motion Network for Video Anomaly Detection", Pattern Recognition (PR), Vol. 138, pp. 109335, 2023. (CCF B, IF: 8)

26. Le Wang, Hongzhen Liu, Sanping Zhou*, Wei Tang, Gang Hua, "Instance Motion Tendency Learning for Video Panoptic Segmentation",  IEEE Transactions on Image Processing (T-IP), Vol. 32, pp. 764-778, 2023. (CCF A, IF: 10.6)

27. Le Wang, Qing Li, Sanping Zhou*, Nanning Zheng, "Multi-Panda Tracking", IEEE Transactions on Multimedia (T-MM), Vol.25, pp. 706-720, 2023. (CCF B, IF: 7.3)

28. Le Wang*, Mo Zhou, Zhenxing Niu, Qilin Zhang, Nanning Zheng, "Adaptive Ladder Loss for Learning Coherent Visual-Semantic Embedding", IEEE Transactions on Multimedia (T-MM), Vol. 25, pp. 1133-1147, 2023. (CCF A, IF: 7.3)

29. Yuanhao Zhai, Le Wang*, Wei Tang, Qilin Zhang, Nanning Zheng, David Doermann, Junsong Yuan, Gang Hua, "Adaptive Two-Stream Consensus Network for Weakly-Supervised Temporal Action Localization", IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), Vol. 45, Issue 4, pp. 4136-4151, 2023. (CCF A, IF: 23.6) 

30. Ziyi Liu, Le Wang*, Qilin Zhang, Wei Tang, Nanning Zheng, and Gang Hua, "Weakly Supervised Temporal Action Localization through Contrast based Evaluation Networks", IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), Vol. 44, Issue 9, pp. 5886-5902, 2022. (CCF A, IF: 23.6)

31. Kun Xia, Le Wang*, Sanping Zhou, Gang Hua, Wei Tang, "Dual Relation Network for Temporal Action Localization", Pattern Recognition (PR), Vol. 129, pp. 108725, 2022. (CCF B, IF: 8)

32. Yuanhao Zhai, Le Wang*, Wei Tang, Qilin Zhang, Nanning Zheng, and Gang Hua, "Action Coherence Network for Weakly-Supervised Temporal Action Localization", IEEE Transactions on Multimedia (T-MM), Vol. 24, pp. 1857-1870, 2022. (CCF B, IF: 7.3)

33. Haoyue Shi, Le Wang*, Nanning Zheng, Gang Hua, and Wei Tang, "Loss Functions for Pose Guided Person Image Generation", Pattern Recognition (PR), Vol. 122, pp. 108351, 2022. [Code] (CCF B, IF: 8)

34. Le Wang, Rizhi Ding, Yuanhao Zhai, Qilin Zhang, Wei Tang, Nanning Zheng, and Gang Hua*, "Giant Panda Identification", IEEE Transactions on Image Processing (T-IP), Vol. 30, pp. 2837-2849, 2021. (CCF A, IF: 10.6)

35. Le Wang, Xin Lv, Qilin Zhang, Zhenxing Niu, Nanning Zheng, and Gang Hua*, "Object Cosegmentation in Noisy Videos with Multilevel Hypergraph", IEEE Transactions on Multimedia (T-MM), Vol. 23, pp. 1287-1300, 2021. (CCF A, IF: 7.3)

36. Zhanning Gao, Le Wang*, Nebojsa Jojic, Zhenxing Niu, Nanning Zheng, and Gang Hua, "Video Imprint", IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), Vol. 41, Issue 12, pp. 3086-3099, December, 2019. (CCF A, IF: 23.6)

37. Ziyi Liu, Le Wang*, Gang Hua, Qilin Zhang, Zhenxing Niu, Ying Wu, and Nanning Zheng, "Joint Video Object Discovery and Segmentation by Coupled Dynamic Markov Networks", IEEE Transactions on Image Processing (T-IP), Vol. 27, Issue 12, pp. 5840-5853, December, 2018. (CCF A, IF: 10.6)

38. Le Wang*, Gang Hua, Rahul Sukthankar, Jianru Xue, Zhenxing Niu, and Nanning Zheng, "Video Object Discovery and Co-Segmentation with Extremely Weak Supervision", IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), Vol. 39, Issue 10, pp. 2074-2088, October, 2017. (CCF A, IF: 23.6)

39. Le Wang*, Gang Hua, Jianru Xue, Zhanning Gao, and Nanning Zheng, "Joint Segmentation and Recognition of Categorized Objects from Noisy Web Image Collection", IEEE Transactions on Image Processing (T-IP), Vol. 23, Issue 9, pp. 4070-4086, September, 2014. (CCF A, IF: 10.6)

40. Jianru Xue*, Le Wang, Nanning Zheng, and Gang Hua, "Automatic salient object extraction with contextual cue and its applications to recognition and alpha matting", Pattern Recognition (PR), Vol. 46, Issue 11, pp. 2874-2889, November, 2013. (Long version of the ICCV'2011 segmentation paper) (CCF B, IF: 8)

Selected Conference Papers:

1. Xiaolong Sun, Zhitao Wang, Sanping Zhou, Hongcheng Huo, Siyuan Cheng, Yonghao Dong, Liushuai Shi, Yuxiang Chen, Le Wang, "Continuous Masked Diffusion for Autonomous Driving", ACM International Conference on Multimedia (ACM MM'2026), Rio de Janeiro, Brazil, 10-14 November, 2026. (CCF A)
   

2. Zhuo Yang, Sanping Zhou, Sen Wang, Jingyi Tian, lijiayi, Gang Hua, Le Wang, "RAGrasp: A Retrieval-Augmented Framework with Diversity-Aware Modeling for Dexterous Grasp Generation", European Conference on Computer Vision (ECCV'2026), Malmö, Sweden, 8-12 September, 2026. (CCF B)

3. Sen Wang, Huaiyi Dong, Jingyi Tian, lijiayi, Zhuo Yang, Tongtong Cao, Anlin Chen, Shuang Wu, Sanping Zhou, Le Wang, "Efficient Camera Pose Augmentation for View Generalization in Robotic Policy Learning", European Conference on Computer Vision (ECCV'2026), Malmö, Sweden, 8-12 September, 2026. (CCF B)

4. Yabing Wang, Zhuotao Tian, Le Wang*, Zheng Qin, Sanping Zhou, "Spatial Matters: Position-Guided 3D Referring Expression Segmentation", IEEE Conference on Computer Vision and Pattern Recognition (CVPR'2026), Denver CO, USA, 3-7 June, 2026. (CCF A)

5. Zeyang Liu, Le Wang*, Sanping Zhou, Yuxuan Wu, Xiaolong Sun, Gang Hua, and Haoxiang Li, "UniLayDiff: A Unified Diffusion Transformer for Content-Aware Layout Generation", IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR'2026) Findings, Denver CO, USA, 3-7 June, 2026.

6. Zheng Qin, Ruobing Zheng, Yabing Wang, Tianqi Li, Yi Yuan, Jingdong Chen, Le Wang*, “HumanSense: From Multimodal Perception to Empathetic Context-Aware Responses through Reasoning MLLMs”, AAAI Conference on Artificial Intelligence (AAAI'2026), 2026. (CCF A)
   

7. Sen Wang, Jingyi Tian, Le Wang*, Zhimin Liao, lijiayi, Huaiyi Dong, Kun Xia, Sanping Zhou, Wei Tang, Gang Hua, "SAMPO: Scale-wise Autoregression with Motion Prompt for Generative World Models", Annual Conference on Neural Information Processing Systems (NeurIPS'2025), 2025. (CCF A)

8. Jingyi Tian, Le Wang*, Sanping Zhou, Sen Wang, Jiayi Li, Gang Hua, "DynaRend: Learning 3D Dynamics via Masked Future Rendering for Robotic Manipulation", Annual Conference on Neural Information Processing Systems (NeurIPS'2025), 2025. (CCF A)

9. Zheng Qin, Ruobing Zheng, Yabing Wang, Tianqi Li, Zixin Zhu, Sanping Zhou, Ming Yang, Le Wang*, "Versatile Multimodal Controls for Expressive Talking Human Animation", ACM International Conference on Multimedia (ACM MM'2025), Dublin, Ireland, 27-31 October, 2025. (CCF A)

10. Xiaolong Sun, Le Wang*, Sanping Zhou, Liushuai Shi, Kun Xia, Mengnan Liu, Yabing Wang, Gang Hua, "Moment Quantization for Video Temporal Grounding", IEEE/CVF International Conference on Computer Vision (ICCV'2025), Honolulu, Hawaii, USA, 19-23 October, 2025. (CCF A)

11. Sen Wang, Le Wang*, Sanping Zhou, Jingyi Tian, Jiayi Li, Haowen Sun, Wei Tang, "FlowRAM: Grounding Flow Matching Policy with Region-Aware Mamba Framework for Robotic Manipulation", IEEE Conference on Computer Vision and Pattern Recognition (CVPR'2025), Nashville TN, USA, 11-15 June, 2025. (CCF A)

12. Mengnan Liu, Le Wang*, Sanping Zhou, Kun Xia, Xiaolong Sun, Gang Hua, "Boosting Point-Supervised Temporal Action Localization through Integrating Query Reformation and Optimal Transport", IEEE Conference on Computer Vision and Pattern Recognition (CVPR'2025), Nashville TN, USA, 11-15 June, 2025. (CCF A)

13. Jingyi Tian, Le Wang*, Sanping Zhou, Sen Wang, Jaiyi Li, Haowen Sun, Wei Tang, "PDFactor: Learning Tri-Perspective View Policy Diffusion Field for Multi-Task Robotic Manipulation", IEEE Conference on Computer Vision and Pattern Recognition (CVPR'2025), Nashville TN, USA, 11-15 June, 2025. (CCF A)

14. Haoyu Wang, Le Wang*, Sanping Zhou, Jingyi Tian, Zheng Qin, Yabing Wang, Gang Hua, Wei Tang, "Towards Precise Embodied Dialogue Localization via Causality Guided Diffusion", IEEE Conference on Computer Vision and Pattern Recognition (CVPR'2025), Nashville TN, USA, 11-15 June, 2025. (CCF A)

15. Yabing Wang, Zhuotao Tian, Zheng Qin, Sanping Zhou, Le Wang*, "RefDetector: A Simple yet Effective Matching-based Method for Referring Expression Comprehension", AAAI Conference on Artificial Intelligence (AAAI'2025), Philadelphia, PA, USA, 25 February - 4 March, 2025. (CCF A)

16. Xiaolong Sun, Liushuai Shi, Le Wang*, Sanping Zhou, Kun Xia, Yabing Wang, Gang Hua, "Diversifying Query: Region-Guided Transformer for Temporal Sentence Grounding", AAAI Conference on Artificial Intelligence (AAAI'2025), Philadelphia, PA, USA, 25 February - 4 March, 2025. (CCF A)

17. Yabing Wang, Zhuotao Tian, Qingpei Guo, Zheng Qin, Sanping Zhou, Ming Yang, Le Wang*, "Referencing Where to Focus: Improving Visual Grounding with Referential Query", Annual Conference on Neural Information Processing Systems (NeurIPS'2024), Vancouver, Canada, 9-15 December, 2024. (CCF A)

18. Yabing Wang, Le Wang*, Qiang Zhou, Zhibin Wang, Hao Li, Gang Hua, Wei Tang, "Multimodal LLM Enhanced Cross-lingual Cross-modal Retrieval", ACM International Conference on Multimedia (ACM MM'2024), pp. 8296-8305, Melbourne, Australia, 28 October-1 November, 2024. (CCF A)

19. Haoyue Shi, Le Wang*, Sanping Zhou, Gang Hua, Wei Tang, "Learning Anomalies with Normality Prior for Unsupervised Video Anomaly Detection", European Conference on Computer Vision (ECCV'2024), Milano, Italy, 29 September-4 October, 2024. (CCF B)

20. Mengnan Liu, Le Wang*, Sanping Zhou, Kun Xia, Qi Wu, Qilin Zhang, Gang Hua, "Stepwise Multi-grained Boundary Detector for Point-supervised Temporal Action Localization", European Conference on Computer Vision (ECCV'2024), Milano, Italy, 29 September-4 October, 2024. (CCF B)

21. Zheng Qin, Le Wang*, Sanping Zhou, Panpan Fu, Gang Hua, Wei Tang, "Towards Generalizable Multi-Object Tracking", IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR'2024), pp. 18995-19004, Seatel WA, USA, 17-21 June, 2024. (CCF A)

22. Pengfei Wu, Le Wang*, Sanping Zhou, Gang Hua, Changyin Sun, "Temporal Correlation Vision Transformer for Video Person Re-Identification", AAAI Conference on Artificial Intelligence (AAAI'2024), Vancouver, Canada, 20-27 February, 2024. (CCF A)

23. Liushuai Shi, Le Wang*, Sanping Zhou, Gang Hua, “Trajectory Unified Transformer for Pedestrian Trajectory Prediction”, IEEE/CVF International Conference on Computer Vision (ICCV'2023), pp. 9675-9684, Paris, France, 2-6 October, 2023. (CCF A)

24. Yonghao Dong, Le Wang*, Sanping Zhou, Gang Hua, “Sparse Instance Conditioned Multimodal Trajectory Prediction”, IEEE/CVF International Conference on Computer Vision (ICCV'2023), pp. 9763-9772, Paris, France, 2-6 October, 2023. (CCF A)

25. Kun Xia, Le Wang*, Sanping Zhou, Gang Hua, Wei Tang, “Learning from Noisy Pseudo Labels for Semi-Supervised Temporal Action Localization”, IEEE/CVF International Conference on Computer Vision (ICCV'2023), pp. 10160-10169, Paris, France, 2-6 October, 2023. (CCF A)

26. Xingyu Liu, Sanping Zhou, Le Wang, Gang Hua, “Parallel Attention Interaction Network for Few-Shot Skeleton-based Action Recognition”, IEEE/CVF International Conference on Computer Vision (ICCV'2023), pp. 1379-1388, Paris, France, 2-6 October, 2023. (CCF A)

27. Zheng Qin#, Sanping Zhou#, Le Wang*, Jinghai Duan, Gang Hua, Wei Tang, "MotionTrack: Learning Robust Short-term and Long-term Motions for Multi-Object Tracking", IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR'2023), pp. 17939-17948, Vancouver, Canada, 18-22 June, 2023.  (CCF A)

28. Bingxu Mu, Zhenxing Niu, Le Wang, Xue Wang, Qiguang Miao, Rong Jin, Gang Hua, "Progressive Backdoor Erasing via connecting Backdoor and Adversarial Attacks", IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR'2023), pp. 20495-20503, Vancouver, Canada, 18-22 June, 2023.  (CCF A)

29. Yuxuan Wu, Le Wang*, Sanping Zhou, Jinghai Duan, Gang Hua, Wei Tang, "Multi-stream Representation Learning for Pedestrian Trajectory Prediction", AAAI Conference on Artificial Intelligence (AAAI'2023), pp. 2875-2882, Washington, DC, USA, 7-14 February, 2023. (CCF A)

30. Kun Xia, Le Wang*, Sanping Zhou, Nanning Zheng, and Wei Tang, "Learning to Refactor Action and Co-occurrence Features for Temporal Action Localization", IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR'2022), pp. 13874-13883, New Orleans, Louisiana, 19-24 June, 2022.  (CCF A)

31. Zixin Zhu, Le Wang*, Wei Tang, Ziyi Liu, Nanning Zheng, and Gang Hua, "Learning Disentangled Classification and Localization Representations for Temporal Action Localization", AAAI Conference on Artificial Intelligence (AAAI'2022), pp. 3644-3652, Vancouver, BC, Canada, 22 February - 1 March, 2022. (CCF A)

32. Liushuai Shi, Le Wang*, Chengjiang Long, Sanping Zhou, Fang Zheng, Nanning Zheng, and Gang Hua, "Social Interpretable Tree for Pedestrian Trajectory Prediction", AAAI Conference on Artificial Intelligence (AAAI'2022), pp. 2235-2243, Vancouver, BC, Canada, 22 February - 1 March, 2022. [Code] (CCF A)

33. Jinghai Duan, Le Wang*, Chengjiang Long, Sanping Zhou, Fang Zheng, Liushuai Shi, and Gang Hua, "Complementary Attention Gated Network for Pedestrian Trajectory Prediction", AAAI Conference on Artificial Intelligence (AAAI'2022), pp. 542-550, Vancouver, BC, Canada, 22 February - 1 March, 2022. [Code] (CCF A)

34. Haoxuanye Ji, Le Wang*, Sanping Zhou, Wei Tang, Nanning Zheng, Gang Hua, "Meta Pairwise Relationship Distillation for Unsupervised Person Re-identification", IEEE/CVF International Conference on Computer Vision (ICCV'2021), pp. 3641-3650, Montreal, Canada, 11-17 October, 2021. [Code coming soon] (CCF A)

35. Fang Zheng, Le Wang*, Sanping Zhou, Wei Tang, Zhenxing Niu, Nanning Zheng, Gang Hua, "Unlimited Neighborhood Interaction for Heterogeneous Trajectory Prediction", IEEE/CVF International Conference on Computer Vision (ICCV'2021), pp. 13148-13157, Montreal, Canada, 11-17 October, 2021. [Code coming soon] (CCF A)

36. Mo Zhou, Le Wang*, Zhenxing Niu, Qilin Zhang, Yinghui Xu, Nanning Zheng, Gang Hua, "Practical Relative Order Attack in Deep Ranking", IEEE/CVF International Conference on Computer Vision (ICCV'2021), pp. 16393-16402, Montreal, Canada, 11-17 October, 2021. [Code] (CCF A)

37. Zixin Zhu, Wei Tang, Le Wang*, Nanning Zheng, Gang Hua, "Enriching Local and Global Contexts for Temporal Action Localization", IEEE/CVF International Conference on Computer Vision (ICCV'2021), pp. 13496-13505, Montreal, Canada, 11-17 October, 2021. [Code] (CCF A)

38. Liushuai Shi, Le Wang*, Chengjiang Long, Sanping Zhou, Mo Zhou, Zhenxing Niu, and Gang Hua, "SGCN:Sparse Graph Convolution for Pedestrian Trajectory Prediction", IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR'2021), pp. 8990-8999, Long Nashville, TN, 19-25 June, 2021. [Code] (CCF A)

39. Ziyi Liu, Le Wang*, Qilin Zhang, Wei Tang, Junsong Yuan, Nanning Zheng, and Gang Hua, "ACSNet: Action-Context Separation Network for Weakly Supervised Temporal Action Localization", AAAI Conference on Artificial Intelligence (AAAI'2021), pp. 2233-2241, Vancouver, BC, Canada, 2-9 February, 2021. (CCF A)

40. Ziyi Liu, Le Wang*, Wei Tang, Junsong Yuan, Nanning Zheng, and Gang Hua, "Weakly Supervised Temporal Action Localization Through Learning Explicit Subspaces for Action and Context", AAAI Conference on Artificial Intelligence (AAAI'2021), pp. 2242-2250, Vancouver, BC, Canada, 2-9 February, 2021. (CCF A)

41. Yuanhao Zhai, Le Wang*, Wei Tang, Qilin Zhang, Junsong Yuan, and Gang Hua, "Two-Stream Consensus Networks for Weakly-Supervised Temporal Action Localization", European Conference on Computer Vision (ECCV'2020), pp. 37-54, Glasgo, Scotland, UK, 23-28 August, 2020. (Spotlight Oral) (CCF B)

42. Mo Zhou, Zhenxing Niu, Le Wang*, Qilin Zhang, and Gang Hua, "Adversarial Ranking Attack and Defense", European Conference on Computer Vision (ECCV'2020), pp. 781-799, Glasgo, Scotland, UK, 23-28 August, 2020. (CCF B)

43. Mo Zhou, Zhenxing Niu, Le Wang*, Zhanning Gao, Qilin Zhang, and Gang Hua, "Ladder Loss for Coherent Visual-Semantic Embedding", AAAI Conference on Artificial Intelligence (AAAI'2020), pp. 13050-13057, New York, NY, USA, 7-12 February, 2020. (CCF A)

44. Ziyi Liu, Le Wang*, Qilin Zhang, Zhanning Gao, Zhenxing Niu, Nanning Zheng, and Gang Hua, "Weakly Supervised Temporal Action Localization through Contrast based Evaluation Networks", IEEE/CVF International Conference on Computer Vision (ICCV'2019), pp. 3899-3908, Seoul, Korea, 27 October-2 November, 2019. (CCF A)

45. Zhanning Gao, Le Wang*, Qilin Zhang, Zhenxing Niu, Nanning Zheng, and Gang Hua, "Video Imprint Segmentation for Temporal Action Detection in Untrimmed Videos", AAAI Conference on Artificial Intelligence (AAAI'2019), pp. 8328-8335, Honolulu, Hawaii, USA, 27 January-1 February, 2019. (Oral Presentation) (CCF A)

46. Le Wang*, Gang Hua, Rahul Sukthankar, Jianru Xue, and Nanning Zheng, "Video Object Discovery and Co-segmentation with Extremely Weak Supervision", European Conference on Computer Vision (ECCV'2014), pp. 640-655, Zurich, Switzerland, 6-12 September, 2014. [Spotlight] [Poster] (CCF B)

47. Le Wang*, Jianru Xue, Nanning Zheng, and Gang Hua, "Automatic Salient Object Extraction with Contextual Cue", IEEE International Conference on Computer Vision (ICCV'2011), pp.105-112, Barcelona, Spain, 6-13 November, 2011. [Demo] [Poster] (CCF A)

暂未填写

Associate Editor/期刊编委： 

• Pattern Recognition
• Pattern Recognition Letters
• Machine Vision and Applications
• 《控制理论与应用》
• 《控制与信息技术》
• 《智能科学与技术学报》“深度强化学习”专刊

学术组织任职：

• 中国自动化学会青年工作委员会，副主任委员、委员
• 中国仿真学会视觉计算与仿真专业委员会，委员
• 中国图象图形学学会青年工作委员会，委员
• 中国自动化学会人工智能与机器人教育专业委员会，委员
• 国家自然科学基金2021-2035中长期发展规划及“十四五”发展规划信息学部三处自动化与人工智能学科编写组，秘书
• 教育部人工智能专业教学资源建设工作组，成员

Conference and Workshop Chairs:

• Area Chair: CVPR'2026, ICLR'2026, WACV'2026, ICCV'2025, ICLR'2025, WACV'2025, ICPR'2024, WACV'2024, CICAI'2023, CVPR'2022, ICPR'2022, ICME'2022
• Senior Area Chair: PRCV'2024
• Special Session Chair, YAC
• Publicity Chair, YAC'2020, 2021
• Forum Chair, YAC'2021
• Local Arrangement Chair, ICCV'2025
• Forum Chair, CCHI'2019

Senior Program Committee Member:

• AAAI'2026, AAAI'2022