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Selected Journal Articles:

1. 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), 2025. (CCF A, IF: 18.6)
2. 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), 2025. (CCF B, IF: 11.1)
3. 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)
4. 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)
5. 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)
6. 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 B, IF: 7.3)
7. 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)
8. 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 B, IF: 7.3)
9. 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)
10. 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)
11. 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 B, IF: 7.3)
12. 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) 
13. 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)
14. 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)
15. 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)
16. 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 B, IF: 7.3)
17. 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) 
18. 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)
19. 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)
20. 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)
21. 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)
22. 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)
23. 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 B, IF: 7.3)
24. 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)
25. 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)
26. 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)
27. 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)
28. 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. 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)

2. 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)

3. 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)

4. 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)

5. 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)

6. 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)

7. 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)

8. 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)

9. 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)

10. 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)

11. 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)

12. 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)

13. 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)

14. 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)

15. 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)

16. 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)

17. 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)

18. 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)

19. 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)

20. 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)

21. 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)

22. 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)

23. 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)

24. 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)

25. 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)

26. 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)

27. 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)

28. 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)
29. 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)
30. 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)
31. 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)
32. 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)
33. 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)
34. 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)
35. 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)
36. 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)
37. 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)
38. 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)
39. 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)
40. 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)
41. 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)