Selected Publications 

(Full Publication List) 

(*: indicating the PI (principal investigator) of the research work, and also the supervisor of the students of the paper of Sun Yat-sen University)

 

[AI Robotics Learning and 3D]

 

30. Jian-Jian Jiang(student), YiHan Yang(student), Lan Wei(student), Yuming Luo(student), Xiao-Ming Wu(student), Xuhang Chen(student), Bin Fan(student), Dandan Zhang, Wei-Shi Zheng*. IEEE Robotics and Automation Letters (RA-L), accepted, 2026.

29. Wei-Jin Huang(student), Jianhong Fan(student), Hao Huang(student), Zhi-Wei Xia(student), Jun-Yi Deng(student), Yuan-Ming Li(student), Kun-Yu Lin, Wei-Shi Zheng*. ChoreoPlan: Hybrid Phrase Planning and Execution-Grounded Selection for Music-to-Humanoid Dance. ACM MM 2026.

28. Lulu Huang(student), Wenbo Wang(student), Guo Cheng(student), Hao Cheng(student), Jian-Jian Jiang(student), Wei-Shi Zheng, Jingke Meng. GRACE: Group-Aware Socially Compliant Visual Navigation in Human Environments. CoRL 2026.

27. Mu Lin(student), Yi-Lin Wei(student), Jiaxuan Chen(student), Yuhao Lin(student), Shuoyu Chen(student), Zhizhao Liang(student), Jiangran Lyu, Jiayi Chen, Xiaoyi Fan, Chengyi Xing, Yansong Tang, He Wang, Wei-Shi Zheng*. BiDexGrasp: Coordinated Bimanual Dexterous Grasps across Object Geometries and Sizes. CoRL 2026.

26. Zhizhao Liang, Yi-Lin Wei, Xuhang Chen, Mu Lin, Yi-Xiang He, Zhexi Luo, Jun-Hui Liu, Kun-Yu Lin, Wei-Shi Zheng*. Humanoid Whole-Body Manipulation via Active Spatial Brain and Generalizable Action Cerebellum. ECCV 2026.

25. Yi-Xiang He(student), Lan Wei(student), Haoming Cen(student), Jian-Jian Jiang(student), Zhuohao Li(student), Guanxing Lu(student), Yihan Yang(student), Dandan Zhang, Wei-Shi Zheng*. A Closed-Loop Multi-Agent Framework for Robust Multi-Robot Manipulation. Robotics: Science and Systems(RSS), 2026.

24. Yuliang Wu(student), Yanhan Lin(student), WengKit Lao(student), Yuhao Lin(student), Yi-Lin Wei, Wei-Shi Zheng, Ancong Wu. DexGrasp-Zero: A Morphology-Aligned Policy for Zero-Shot Cross-Embodiment Dexterous Grasping. Robotics: Science and Systems(RSS), 2026.

23. Yi-Lin Wei(student)#, Haoran Liao(student)#, Yuhao Lin(student), Pengyue Wang(student), Zhizhao Liang(student), Guiliang Liu, Wei-Shi Zheng *.  CycleManip: Enabling Cycle-based Manipulation via Effective History Perception and Understanding. Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR), 2026.

22. Wei-Jin Huang(student), Yue-Yi Zhang(student), Yi-Lin Wei(student), Zhi-Wei Xia(student), Juantao Tan(student), Yuan-Ming Li(student), Zhilin Zhao, Wei-Shi Zheng*. Beyond Mimicry: Learning Whole-Body Human-Humanoid Interaction from Human-Human Demonstrations. Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR), 2026.

21. Junjin Xiao(student), Yandan Yang, Xinyuan Chang, Ronghan Chen, Feng Xiong, Mu Xu, Wei-Shi Zheng, Qing Zhang*. RehearseVLA: Simulated Post-Training for VLAs with Physically-Consistent World Model (CVPR), 2026.

20. Yi-Lin Wei(student)#, Zhexi Luo(student)#, Yuhao Lin(student), Mu Lin(student), Zhizhao Liang(student), Shuoyu Chen(student), Wei-Shi Zheng*. OmniDexGrasp: Generalizable Dexterous Grasping via Foundation Model and Force Feedback. IEEE International Conference on Robotics and Automation(ICRA), 2026.

19. Yuhao Lin(student), Yi-Lin Wei(student), Haoran Liao(student), Mu Lin(student), Chengyi Xing, Hao Li, Dandan Zhang, Mark Cutkosky, Wei-Shi Zheng*. TypeTele: Releasing Dexterity in Teleoperation by Dexterous Manipulation Types. Conference on Robot Learning (CoRL), 2025.

18. Jian-Jian Jiang(student), Xiao-Ming Wu(student), Yi-Xiang He(student), Ling-An Zeng(student), Yi-Lin Wei(student), Dandan Zhang, Wei-Shi Zheng*. Rethinking Bimanual Robotic Manipulation: Learning with Decoupled Interaction Framework. International Conference on Computer Vision (ICCV), 2025.

17. Yi-Lin Wei (student), Mu Lin (student), Yuhao Lin (student), Jian-Jian Jiang (student), Xiao-Ming Wu (student), Ling-An Zeng (student), Wei-Shi Zheng*. AffordDexGrasp: Open-set Language-guided Dexterous Grasp with Generalizable-Instructive Affordance.  International Conference on Computer Vision (ICCV), 2025.

16. Zexin Zheng (student), Jia-Feng Cai (student), Xiao-Ming Wu (student), Yi-Lin Wei (student), Yu-Ming Tang (student), Ancong Wu*, Wei-Shi Zheng*. iManip: Skill-Incremental Learning for Robotic Manipulation. International Conference on Computer Vision (ICCV), 2025.

15. Ren-Jie Lu(student), Yu Zhou(student), hao cheng(student), Jingke Meng*, Wei-Shi Zheng. monoVLN: Bridging the Observation Gap between Monocular and Panoramic Vision and Language Navigation. International Conference on Computer Vision(ICCV), 2025.

14. An-Lan Wang(student), Nuo Chen(student), Kun-Yu Lin(student), Yuan-Ming Li(student), Wei-Shi Zheng*. Task-Oriented 6-DoF Grasp Pose Detection in Clutters. ICRA 2025.

13. Dian Zheng(student), Xiao-Ming Wu(student), Zuhao Liu(student), Jingke Meng(student), Wei-Shi Zheng*. DiffuVolume: Diffusion Model for Volume based Stereo Matching. International Journal of Computer Vision (IJCV), 2025.

12. Yi-Lin Wei(student), Jian-Jian Jiang(student), Chengyi Xing(student), Xian-Tuo Tan (student), Xiao-Ming Wu(student), Hao Li, Mark Cutkosky, Wei-Shi Zheng*. Grasp as You Say: Language-guided Dexterous Grasp Generation. Advances in Neural Information Processing Systems (NeurIPS), 2024.

11. Nuo Chen(student), Xiao-Ming Wu(student), Guohao Xu(student), Jian-Jian Jiang(student), Zibo Chen(student), Wei-Shi Zheng*. MotionGrasp: Long-Term Grasp Motion Tracking for Dynamic Grasping.  IEEE Robotics and Automation Letters (RA-L) vol. 10, no. 1, pp. 796-803, 2025.

10. Jia-Feng Cai(student), Zibo Chen(student), Xiao-Ming Wu(student), Jian-Jian Jiang(student), Yi-Lin Wei(student), Wei-Shi Zheng*. Real-to-Sim Grasp: Rethinking the Gap between Simulation and Real World in Grasp Detection. Conference on Robot Learning (CoRL), 2024.

9. Huilin Tian(student), Jingke Meng, Wei-Shi Zheng, Yuanming Li, Junkai Yan, Yunong Zhang. Loc4Plan: Locating Before Planning for Outdoor VLN. ACM Multimedia, 2024.

8. Xiao-Ming Wu(student), Jiafeng Cai(student), Jian-Jian Jiang(student), Dian Zheng(student), Yi-Lin Wei(student), Wei-Shi Zheng*. An Economic Framework for 6-DoF Grasp Detection. European Conference on Computer Vision (ECCV), 2024.

7. Renjie Lu(student), Jingke Meng, Wei-Shi Zheng. PRET: Planning with Directed Fidelity Trajectory for Vision and Language Navigation. European Conference on Computer Vision (ECCV), 2024.

6. Guo-Hao Xu^#(student), Yi-Lin Wei^#(student), Dian Zheng(student), Xiao-Ming Wu(student), Wei-Shi Zheng*. Dexterous Grasp Transformer. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024.(#equal contribution)

5. Yan-Kang Wang(student), Chengyi Xing(student), Yi-Lin Wei(student), Xiao-Ming Wu(student), Wei-Shi Zheng*. Single-view Scene Point Cloud Human Grasp Generation. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024.

4. Zhixuan Liu(student), Zibo Chen(student), Wei-Shi Zheng*. Simulating Complete Points Representations for Single-view 6-DoF Grasp Detection. IEEE Robotics and Automation Letters (RA-L), 2024.

3. Yu-Kun Qiu(student), Guo-Hao Xu(student), Wei-Shi Zheng*. Inner-Outer Aware Reconstruction Model for Monocular 3D Scene Reconstruction. Advances in Neural Information Processing Systems (NeurIPS), 2023.

2. Zibo Chen(student), Zhixuan Liu(student), Shangjin Xie(student), Wei-Shi Zheng*. Grasp Region Exploration for 7-DoF Robotic Grasping in Cluttered Scenes. International Conference on Intelligent Robots and Systems (IROS), 2023. 

1. Zhixuan Liu(student), Zibo Chen(student), Shangjin Xie(student), Wei-Shi Zheng*. TransGrasp: A Multi-Scale Hierarchical Point Transformer for 7-DoF Grasp Detection. ICRA 2022: 1533-1539

 

[Computer Vision and Machine Learning]

 

Selected Journal Publications:

 

94. Kun-Yu Lin, Henghui Ding, Jia-Run Du, Jiaming Zhou, Yi-Xing Peng, Yu-Ming Tang, Zhi-Lin Zhao, Chen Change Loy, Wei-Shi Zheng*: XOV-Action: Toward Generalizable Open-Vocabulary Action Recognition. IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 48, no. 10, pp. 13026-13043, 2026.

93. Lingxiao Yang, Xiaohua Xie, Wei-Shi Zheng, Fang Fang, Ru-Yuan Zhang: Neural Prediction Errors as a Unified Cue for Abstract Visual Reasoning. IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 48, no. 2, pp. 1795-1810, 2026.

92. Jianwei Tang, Jian-Fang Hu, Tianming Liang, Xiaotong Lin, Jiangxin Sun, Wei-Shi Zheng, Jianhuang Lai: Human Motion Prediction via Continual Prior Compensation. IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol 48, no. 5, pp. 5131-5146, 2026.

91. Juncheng Li, Minghe Gao, Xiangnan He, Siliang Tang, Wei-Shi Zheng, Jun Xiao, Meng Wang, Tat-Seng Chua, Yueting Zhuang: Momentor++: Advancing Video Large Language Models With Fine-Grained Long Video Reasoning. IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 48, no. 6, pp. 6208-6224, 2026.

90. Jisheng Dang, Xudong Wu, Haowen Yan, Huicheng Zheng, Wei-Shi Zheng, Jianhuang Lai, Bin Hu, Tat-Seng Chua: Decoupled Seg Tokens Make Stronger Reasoning Video Segmenter and Grounder. IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 48, no. 10, pp. 11822-11837, 2026.

89. Xiao-Wen Zhang(student), Delong Zhang, Yi-Xing Peng, Jingke Meng, Wei-Shi Zheng*: Negative Semantic Guided Identity Boundary Construction for Open-World Person Re-Identification. IEEE Transactions on Multimedia (TMM), vol. 28, pp. 2474-2485, 2026.

88. Xiao Li(student), Yi-Xing Peng(student), Wei-Shi Zheng*. Protecting Feature Privacy in Person Re-identification. IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), accepted, 2025.

87. Kun-Yu Lin(student), Jiaming Zhou(student), Wei-Shi Zheng*. Human-Centric Transformer for Domain Adaptive Action Recognition. IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 47, no. 2, pp. 679-696, 2025.

86. Jia-Run Du(student), Jia-Chang Feng(student), Kun-Yu Lin(student), Fa-Ting Hong, Zhongang Qi, Ying Shan, Jian-Fang Hu, Wei-Shi Zheng*. Weakly-Supervised Temporal Action Localization by Progressive Complementary Learning. IEEE Trans. Circuits Syst. Video Technol. 35(1): 938-952 (2025)

85. Wei-Shi Zheng, Junkai Yan(student), Yi-Xing Peng(student). A Versatile Framework for Multi-scene Person Re-identification. IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 1362-1380, no. 4, 2024.

84. Ling-An Zeng(student), Wei-Shi Zheng*. Multimodal Action Quality Assessment. IEEE Trans. Image Processing, vol. 33, pp. 1600-1613, 2024.

81. Yuan-Ming Li(student), Ling-An Zeng(student), Jingke Meng, Wei-Shi Zheng*. Continual Action Assessment via Task-Consistent Score-Discriminative Feature Distribution Modeling. IEEE Transactions on Circuits and Systems for Video Technology, vol. 34, no. 10, pp. 9112-9124, 2024.

80. Yi-Xing Peng(student), Yuanxun Li(student), Wei-Shi Zheng*. Revisiting Person Re-identification by Camera Selection. IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), accepted, 2023.[This is a five year's work. Thanks to all my students who supported all our efforts in the past five years. Epsecially thank Yixing for his persistence and Yuanxun for his starting efforts. Thank PAMI's AE for waiting our resubmitted revision for almost two years.]   

79. Ancong Wu, Wenhang Ge, Wei-Shi Zheng*. Rewarded Semi-Supervised Re-Identification on Identities Rarely Crossing Camera Views. IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), doi: 10.1109/TPAMI.2023.3292936, 2023.   

78. Gaojie Wu(student), Wei-Shi Zheng*, Yutong Lu and Qi Tian. PSLT: A Light-weight Vision Transformer with Ladder Self-Attention and Progressive Shift. IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 45, no. 9, pp. 11120-11135, 2023.   

77. Qing Zhang, Hao Jiang(student), Yongwei Nie, and Wei-Shi Zheng*. Pyramid Texture Filtering. ACM Transactions on Graphics (ACM TOG), SIGGRAPH 2023.   

76. Haoxin Li(student), Wei-Shi Zheng*, Jianguo Zhang, Haifeng Hu, Jiwen Lu, Jian-Huang Lai. Egocentric Action Recognition by Automatic Relation Modeling. IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 45, no. 1, pp. 489-507, 2023. 

75. Jibin Gao(student), Jia-Hui Pan(student), Wei-Shi Zheng*. Automatic Modelling for Interactive Action Assessment. International Journal of Computer Vision (IJCV), vol. 131, pp. 659-679, 2023.   

74. Hao Jiang(student), Qing Zhang, Yongwei Nie, Lei Zhu, Wei-Shi Zheng. Learning to Remove Shadows from a Single Image. International Journal of Computer Vision (IJCV), vol. 131, no. 9, pp. 2471-2488, 2023.   

73. Jiayu Jiao(student), Yu-Ming Tang(student), Kun-YuLin(student), Yipeng Gao(student), Jinhua Ma, Yaowei Wang, and Wei-Shi Zheng*. DilateFormer: Multi Scale Dilated Transformer for Visual Recognition. IEEE Transaction on Multimedia, 2023.   

72. Yu-Kun Qiu(student), Fa-Ting Hong(student), Wei-Hong Li(student), Wei-Shi Zheng*. Learning Relation Models to Detect Important People in Still Images. IEEE Transactions on Multimedia, to appear 2022. (DOI: 10.1109/TMM.2022.3211390)   

71. Zelin Chen(student), Kun-Yu Lin(student) and Wei-Shi Zheng*. Consistent Intra-video Contrastive Learning with Asynchronous Long-term Memory Bank. IEEE Transactions on Circuits and Systems for Video Technology, vol. 33, no. 3, pp. 1168-1180, 2023.   

70. Jiaming Zhou(student), Kun-Yu Lin(student), Yu-Kun Qiu(student), Wei-Shi Zheng*. TwinFormer: Fine-to-Coarse Temporal Modeling for Long-term Action Recognition. IEEE Transactions on Multimedia (TMM), to appear, 2023.   

69. Shao-Jie Zhang(student), Jia-Hui Pan(student), Jibin Gao(student), Wei-Shi Zheng*. Adaptive Stage-Aware Assessment Skill Transfer for Skill Determination. IEEE Transactions on Multimedia (TMM), to appear 2023.   

67. Jiahui Pan, Jibin Gao, Wei-Shi Zheng*. Adaptive Action Assessment. IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 44, no. 12, pp. 8779-8795, 2022.   

66. Qing Zhang, Jin Zhou, Lei Zhu, Wei Sun, Chunxia Xiao, and Wei-Shi Zheng*. Unsupervised Intrinsic Image Decomposition Using Internal Self-similarity Cues. IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 44, no. 12, pp. 9669-9686, 2022.   

65. Wei-Shi Zheng, Jincheng Hong, Jiening Jiao, Ancong Wu, Xiatian Zhu, Shaogang Gong, Jiayin Qin, and Jian-Huang Lai*. Joint Bilateral-resolution Identity Modeling for Cross-resolution Person Re-identification. International Journal of Computer Vision (IJCV), vol. 130, pp. 136-156, 2022.   

64. Jingke Meng, Wei-Shi Zheng*, Jian-Huang Lai, Liang Wang. Deep Graph Metric Learning for Weakly Supervised Person Re-Identification. IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 44, no. 10, pp. 6074-6093, 2022.   

63. Jian-Fang Hu, Jiangxin Sun, Zihang Lin, Jianhuang Lai, Wenjun Zeng, and Wei-Shi Zheng*. APANet: Auto-Path Aggregation for Future Instance Segmentation Prediction. IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 44, no. 7, pp. 3386-3403, 2022.   

62. Jiaxing Chen, Wei-Shi Zheng*, Qize Yang, Jingke Meng, Richang Hong and Qi Tian. Deep Shape-aware Person Re-identification for Overcoming Moderate Clothing Changes. IEEE Transactions on Multimedia, vol. 24, pp. 4285-4300, 2022.   

61. Shao-Jie Zhang, Jia-Hui Pan, Jibin Gao, and Wei-Shi Zheng*. Semi-Supervised Action Quality Assessment with Self-Supervised Segment Feature Recovery. IEEE Transactions on Circuits and Systems for Video Technology, vol. 32, no. 9, pp. 6017-6028, 2022.   

60. Yi-Xing Peng, Jile Jiao, Xuetao Feng, and Wei-Shi Zheng*. Consistent Discrepancy Learning for Intra-camera Supervised Person Re-identification. IEEE Transactions on Multimedia, to appear 2022. (DOI: 10.1109/TMM.2022.3146775)   

59. Zilong Zhong, Ying Li, Lingfei Ma, Jonathan Li, and Wei-Shi Zheng*. Spectral–Spatial Transformer Network for Hyperspectral Image Classification: A Factorized Architecture Search Framework. IEEE Transactions on Geoscience and Remote Sensing, vol. 60, pp. 1-15 2022.   

58. Sheng Wu#, and Wei-Shi Zheng*. Semisupervised Feature Learning by Deep Entropy-Sparsity Subspace Clustering. IEEE Transactions on Neural Networks and Learning Systems, vol. 33, no. 2, pp. 774-788, 2022.   

57. Zhixuan Liu, Wei-Shi Zheng*. Learning multimodal relationship interaction for visual relationship detection. Pattern Recognition, vol. 132, 2022.   

56. Qing Zhang, Yongwei Nie, Lei Zhu?Chunxia Xiao, Wei-Shi Zheng*. A Blind Color Separation Model for Faithful Palette-based Image Recoloring. IEEE Transactions on Multimedia, vol. 24, pp. 1545-1557, 2022.   

55. Yi Zhong, Jiahui Pan, Haoxin Li, Wei-Shi Zheng*. Weakly supervised action anticipation without object annotations. Frontiers Comput. Sci. 17(2): 172313 (2022)

54. Qize Yang#, Ancong Wu#, Wei-Shi Zheng*. Person Re-identification by Contour Sketch under Moderate Clothing Change. IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 43, no. 6, pp. 2029-2046, 2021.

53. Zelin Chen, Hong-Xing Yu, Ancong Wu, and Wei-Shi Zheng*. Letter-level Online Writer Identification. International Journal of Computer Vision (IJCV), vol. 129, pp. 1394–1409, 2021.

52. Yani Ji, Yang Yang, Fumin Shen, Heng Tao Shen, Wei-Shi Zheng. Arbitrary-View Human Action Recognition: A Varying-View RGB-D Action Dataset. IEEE Transactions on Circuits and Systems for Video Technology, no. 31(1): 289-300 (2021)   

51. Jian-Sheng Wu, Meng-Xiao Song, Weidong Min, Jian-Huang Lai, Wei-Shi Zheng. Joint adaptive manifold and embedding learning for unsupervised feature selection. Pattern Recognition, vol. 112: 107742, 2021   

50.  Jiahang Yin (student), Ancong Wu (student), and Wei-Shi Zheng*. Fine-grained Person Re-identification. International Journal of Computer Vision (IJCV), vol. 128, pp. 1654-1672, 2020. [Dataset]

49.  Ancong Wu (student),  Wei-Shi Zheng*, Shaogang Gong, Jianhuang Lai.  RGB-IR Person Re-Identification by Cross-Modality Similarity Preservation. International Journal of Computer Vision (IJCV), vol. 128, pp. 1765-1785, 2020. [Dataset]

48.  Hong-Xing Yu (student), Ancong Wu (student),  Wei-Shi Zheng*. Unsupervised Person Re-identification by Deep Asymmetric Metric Embedding. IEEE Transaction on Pattern Analysis and Machine Intelligence (PAMI),  vol. 42, no. 4, pp. 956-973, 2020.

[This work was finished when Hong-Xing was an undergraduate student of his final year]

47. Qing Zhang, Yongwei Nie, Lei Zhu, Chunxia Xiao, and  Wei-Shi Zheng*. Enhancing Underexposed Photos using Perceptually Bidirectional Similarity. IEEE Transactions on Multimedia, vol. 23, no. 3, pp. 189-202, 2020.

46.  Jian-Fang Hu (student),  Wei-Shi Zheng*, Lianyang Ma, Gang Wang, Jianhuang Lai, and Jianguo Zhang. Early Action Prediction by Soft Regression. IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 43, no. 11, 2019.

45.  Peizhen Zhang (student), Yongyi Tang (student), Jian-Fang Hu (student), and Wei-Shi Zheng*. Fast Collective Activity Recognition Under Weak Supervision. IEEE Transactions on Image Processing, vol. 29, no. 1, pp. 29-43, 2020.

44.  Jingke Meng (student), Ancong Wu (student),  Wei-Shi Zheng*. Deep asymmetric video-based person re-identification. Pattern Recognition, vol. 93, pp. 430-441, 2019.

43.Wei-Hong Li (student), Zhuowei Zhong (undergraduate student),  Wei-Shi Zheng*. One-pass person re-identification by sketch online discriminant analysis. Pattern Recognition, vol. 93, pp. 237-250, 2019.

42. Qing Zhang, Yongwei Nie, and Wei-Shi Zheng*. Dual Illumination Estimation for Robust Exposure Correction. Pacific Graphics, vol. 38, no. 7, 2019.

40. 胡建芳, 王熊辉, 郑伟诗, 赖剑煌*. RGB-D 行为识别研究进展及展望. 自动化学报. 2019 May 20;45(5):829-40.

39.  Ying-Cong Chen (student), Xiatian Zhu, Wei-Shi Zheng*, and Jian-Huang Lai.  Person Re-Identification by Camera Correlation Aware Feature Augmentation.  IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 40, no. 2, pp.392-408, 2018.[Project Page (including codes)]

38.  JianFang Hu (student), Wei-Shi Zheng*, Jian-Huang Lai, and Jianguo Zhang. Jointly Learning Heterogeneous Features for RGB-D Activity Recognition. IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 39, no. 11, pp. 2186-2200, 2017.[Project Page (including codes)]

37. 郑伟诗，吴岸聪. 非对称行人重识别:跨摄像机持续行人追踪. 中国科学：信息科学, 2018年第05期.

36. Shaofan Lai  (undergraduate student),  Wei-Shi Zheng*, Jianfang Hu, and Jianguo Zhang. Global-Local Temporal Saliency Action Prediction. IEEE Transactions on Image Processing, vol. 27, no. 5, pp: 2272 - 2285, 2018.
[This work was finished when Long-Kai was an undergraduate student of his final year]

35. Long-Kai Huang  (undergraduate student), Qiang Yang(student),  Wei-Shi Zheng*. Online Hashing. IEEE Transactions on Neural Networks and Learning Systems, vol. 29, no. 6, pp. 2309-2322, 2018.[code]
[This work was finished when Long-Kai was an undergraduate student of his final year and submitted one year later after his graduation.]

34.  Xiatian Zhu, Botong Wu (undergraduate student), Dongcheng Huang (student),  Wei-Shi Zheng*. Fast Open-World Person Re-Identification. IEEE Transactions on Image Processing, in press, 2018.

   [This work was finished when Xiantian was research assistant and Botong was an undergraduate student in our lab. They contributed equally for this work.]

33. Chenghao Zhang (undergraduate student),  and Wei-Shi Zheng*. Semi-supervised Multi-view Discrete Hashing for Fast Image Search. IEEE Transactions on Image Processing,   vol. 26, no. 6, pp. 2604-2617, 2017.

[This work was submitted when Chenghao was an undergraduate student of his final year]

32. Ancong Wu (student),  Wei-Shi Zheng*, Jian-Huang Lai. Robust Depth-based Person Re-identification. IEEE Transactions on Image Processing,   vol. 26, no. 6, pp. 2588-2603, 2017.

31. Jiansheng Wu (student),  Wei-Shi Zheng*, Jianhuang Lai, Ching Y. Suen. Euler Clustering on Large-scale Dataset. IEEE Transactions on Big Data, 2017.

30. Jun-Yong Zhu (student),  Wei-Shi Zheng*, Feng Lu, Jian-Huang Lai. Illumination Invariant Single Face Image Recognition under Heterogeneous Lighting Condition. Pattern Recognition, vol. 66, pp. 313-327, 2017.

29. Jian-Fang Hu (student),  Wei-Shi Zheng*, Xiaohua Xie, and Jian-Huang Lai. Sparse Transfer for Facial Shape-from-Shading Face Shape Transfer for 3D Face Shape Reconstruction. Pattern Recognition, to appear, 2017.

28. Jiazhi He (student), Jianfang Hu, Xi Lu, Wei-Shi Zheng*. Multi-Task Mid-Level Feature Learning for Micro-Expression Recognition. Pattern Recognition, vol. 66, pp. 44-52, 2017.

27. Cairong Zhao, Xuekuan Wang, Wai Keung Wong, Wei-Shi Zheng, Jian Yang, Duoqian Miao. Multiple metric learning based on bar-shape descriptor for person re-identification. Pattern Recognition, vol. 71, pp. 218-234, 2017. 

26. Wei-Shi Zheng, Shaogang Gong, and Tao Xiang. Towards Open-World Person Re-Identification by One-Shot Group-based Verification. IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), vol. 38, no. 3, pp. 591-606, 2016.

25. Xiaojuan Wang (undergraduate student),  Wei-Shi Zheng*, Xiang Li (student), and Jianguo Zhang. Cross-scenario Transfer Person Re-identification. IEEE Transactions on Circuits and Systems for Video Technology, vol. 26, no. 8, pp. 1447-1460, 2016. [Supplementary]

24. Zhaoze Zhou (student), Wei-Shi Zheng*, JianHuang Hu(student), Yong Xu, Jane You. One-pass Online Learning: A Local Approach. Pattern Recognition, 2016. [code]

23. Jian-Fang Hu (student), Wei-Shi Zheng*, Jian-Huang Lai, Shaogang Gong, and Tao Xiang. Exemplar-based Recognition of Human-Object Interactions. IEEE Transactions on Circuits and Systems for Video Technology,  vol. 26, no. 4, pp. 647-660, 2016.[Project Page. SYSU-ACTION Dataset]

22. Ying-Cong Chen (student), Wei-Shi Zheng*, Jian-Huang Lai, Pong C. Yuen. An Asymmetric Distance Model for Cross-view Feature Mapping in Person Re-identification. IEEE Transactions on Circuits and Systems for Video Technology,  2016.[code]

21. Xiaohua Xie, Lingxiao Yang, and Wei-Shi Zheng*. Learning Object-Specific DAGs for Multi-Label Material Recognition. Computer Vision and Image Understanding, vol. 143, pp. 183-190, 2016.

20. Xiaobin Chang (student),  Wei-Shi Zheng*, and Jianguo Zhang. Learning Person-Person Interaction in Collective Activity Recognition. 
IEEE Transactions on Image Processing, vol. 24, no. 6, pp. 1905-1918, 2015.

19. Jiansheng Wu (student), Wei-Shi Zheng*, Jian-Huang Lai. Approximate Kernel Competitive Learning. Neural Networks, pp. 117-132, 2015 [CODE]

18. Jun-Yong Zhu (student), Wei-Shi Zheng*, Jian-Huang Lai, Stan Z. Li, "Matching NIR Face to VIS Face using Transduction," IEEE Transactions on Information Forensics and Security, vol. 9, no. 3, pp. 501-514, 2014.

17. Ran He, Wei-Shi Zheng, Tieniu Tan, and Zhenan Sun, "Half-quadratic based Iterative Minimization for Robust Sparse Representation," IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 36, no. 2, pp. 261-275, 2014.[ESI Hightly Cited Papers]

16.  Wei-Shi Zheng, Shaogang Gong, and Tao Xiang,Re-identification by Relative Distance Comparison,"  IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 35, no. 3, pp. 653-668, 2013. [Code][meta data for ilids, ethz and viper used in the PAMI paper][ESIHightly Cited Papers]

15. Ran He, Wei-Shi Zheng, Bao-Gang Hu, and Xiang-Wei Kong, "Two-stage Nonnegative Sparse Representation for Large-scale Face Recognition," IEEE Trans. on Neural Network and Learning System (TNNLS), vol. 24, no. 1, pp. 35-46, 2013. 

14. Yu Chen⁺,  Wei-Shi Zheng⁺, Jian-Huang Lai, "Discriminant Subspace Learning Constrained by Locally Statistical Uncorrelation for Face Recognition," Neural Networks, vol. 42, pp. 28-43, 2013.

13. Chang-Dong Wang, Jian-Huang Lai, Dong Huang, and Wei-Shi Zheng, "SVStream: A Support Vector Based Algorithm for Clustering Data Streams," IEEE Trans. on Knowledge and Data Engineering, vol. 25, no. 6, pp. 1410 - 1424, 2013.

12. Wei-Shi Zheng, Shaogang Gong, and Tao Xiang, "Quantifying and Transferring Contextual Information in Object Detection," IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 34, no. 4, pp. 762-777, 2012.

11. Wei-Shi Zheng, JianHuang Lai, Shengcai Liao, and Ran He, "Extracting Non-negative Basis Images Using Pixel Dispersion Penalty," Pattern Recognition, vol. 45, no. 8, pp. 2912-2926, 2012.[CODE]

10. Ran He, Wei-Shi Zheng, and BaoGang Hu, "Maximum Correntropy Criterion for Robust Face Recognition," IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 33, no. 8, pp. 1561 - 1576, 2011.[ESI Hightly Cited Papers]

9. Ran He, BaoGang Hu, Wei-Shi Zheng, and Xiang-Wei Kong, "Robust Principal Component Analysis Based on Maximum Correntropy Criterion," IEEE Trans. on Image Processing, vol. 20, no. 6, pp. 1485-1494, 2011.

8. Xiaohua Xie, Wei-Shi Zheng, Jian-Huang Lai, Pong C. Yuen, and Ching Y. Suen, "Normalization of Face Illumination Based on Large- and Small- Scale Features," IEEE Trans. on Image Processing, vol. 20, no. 7, pp. 1807 - 1821, 2011.

7. Ran He, Wei-Shi Zheng, and BaoGang Hu, and Xiang-Wei Kong, "A Regularized Correntropy Framework for Robust Pattern Recognition," Neural Computation, vol. 23, no. 8, pp. 2074-2100, 2011.

6. Guoyun Lian, JianHuang Lai, and Wei-Shi Zheng, "Spatial-temporal Consistent Labeling of Tracked Pedestrians across Non-overlapping Camera Views," Pattern Recognition, vol. 44, no. 5, pp. 1121-1136, 2011.

5. Xiaohua Xie, JianHuang Lai, and Wei-Shi Zheng, "Extraction of Illumination Invariant Facial Features from A Single Image Using Nonsubsampled Contourlet Transform," Pattern Recognition, vol. 43, no.12, pp. 4177-4189, 2010.

4. Wei-Shi Zheng,  Jian-Huang Lai, and Pong C. Yuen, "Penalized Pre-image Learning in Kernel Principal Component Analysis," IEEE Trans. on Neural Networks,  vol. 21, no. 4, pp. 551-570, 2010. [Code]

3. Wei-Shi Zheng, Jian-Huang Lai, Pong C. Yuen, and Stan Z. Li, "Perturbation LDA: Learning the Difference between the Class Empirical Mean and Its Expectation," Pattern Recognition, vol. 42, no. 5, pp. 764-779,  2009. [Code]

2. Wei-Shi Zheng, Jian-Huang Lai, and Stan Z. Li, "1D-LDA versus 2D-LDA: When Is Vector-based Linear Discriminant Analysis Better than Matrix-based?" Pattern Recognition, vol. 41, no. 7, pp. 2156-2172, 2008.

1. Wei-Shi Zheng, Jian-Huang Lai, and Pong C. Yuen, "GA-fisher: A New LDA-based Face Recognition Algorithm with Selection of Principal Components," IEEE Transactions on Systems, Man, and Cybernetics, Part B, vol. 35, no. 5, pp. 1065-1078, 2005.

 

 

more ...

 

Top Conferences:

(*: indicating the PI (principal investigator) of the research work, and also the supervisor of the students of the paper of Sun Yat-sen University)

 

148. Yu Zhou(student), Xiaoyan Yang, Lihan Zhang, Wei-Shi Zheng, Haibin Huang, Chi Zhang, Xuelong Li. Click2Insert: Video Object Insertion via Sparse Click Guidance. ACM MM 2026.

147. Yuan-Ming Li(student), Qize Yang, Nan Lei, Shenghao Fu, Ling-An Zeng, Jian-Fang Hu, Xihan Wei, Wei-Shi Zheng*. IRG-MotionLLM: Interleaving Motion Generation, Assessment and Refinement for Text-to-Motion Generation. ECCV 2026.

146. Jisheng Dang, Jingze Wu, Teng Wang, Xuanhui Lin, Nannan Zhu, Hongbo Chen, Wei-Shi Zheng, Meng Wang, Tat-Seng Chua. Reinforcing Video Reasoning with Focused Thinking. ECCV 2026.

145. Xiongfeng Yang(student), Qingan Zhang, Yuheng Zhang, Kun-Yu Lin, Jian-Fang Hu, Dongmei Jiang*, Wei-Shi Zheng*. HERO: Enhancing Multimodal Faithfulness via Dynamic Entropy-Aware Reinforcement Learning. ECCV 2026.

144. Xuankai Zhang(student), Junjin Xiao(student), Shangwei Huang(student), Wei-Shi Zheng, Qing Zhang*. Learning Explicit Continuous Motion Representation for Dynamic Gaussian Splatting from Monocular Videos (CVPR), 2026

143. Jiahao Niu(student), Rongjia Zheng(student), Wenju Xu, Wei-Shi Zheng, Qing Zhang*. SGS-Intrinsic: Semantic-Invariant Gaussian Splatting for Sparse-View Indoor Inverse Rendering (CVPR), 2026

142. Yixing Zhu(student), Qing Zhang*, Wenju Xu, Wei-Shi Zheng. You Only Erase Once: Erasing Anything without Bringing Unexpected Content (CVPR), 2026

141. Tianming Liang(student), Haichao Jiang(student), Yuting Yang(student), Chaolei Tan(student), Shuai Li, Wei-Shi Zheng, Jian-Fang Hu*. Long-RVOS: A Comprehensive Benchmark for Long-term Referring Video Object Segmentation. IEEE Computer Vision and Pattern Recognition (CVPR), 2026.

140. Haichao Jiang†(student), Tianming Liang†(student), Wei-Shi Zheng, Jian-Fang Hu*. Refer-Agent: A Collaborative Multi-Agent System for Referring Video Object Segmentation with Reasoning and Reflection. IEEE Computer Vision and Pattern Recognition (CVPR), 2026.

139. Shenghao Fu(student), Yukun Su, Fengyun Rao*, Jing LYU, Xiaohua Xie*, Wei-Shi Zheng*. WeDetect: Fast Open-Vocabulary Object Detection as Retrieval. Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR), 2026.

138. Xiao-Wen Zhang (student), Delong Zhang (student), Yi-Xing Peng (student), Zhi Ouyang (student), Jingke Meng*, Wei-Shi Zheng*. VIPerson: Flexibly Generating Virtual Identity for Person Re-Identification.  International Conference on Computer Vision (ICCV), 2025.

137. Delong Zhang(student), Qiwei Huang, Yang Sun, Yuanliu Liu, Wei-Shi Zheng*, Pengfei Xiong*, Wei Zhang. Learning Implicit Features with Flow-Infused Transformations for Realistic Virtual Try-On. International Conference on Computer Vision (ICCV), 2025.

136. Zhiwei Xia(student), Kun-Yu Lin, Yuanming Li(student), Weijin Huang(student), Xiantuo Tan(student), Wei-Shi Zheng*. Less Static, More Private: Towards Transferable Privacy-Preserving Action Recognition by Generative Decoupled Learning. International Conference on Computer Vision (ICCV), 2025.

135. Shenghao Fu(student), Qize Yang, Yuan-Ming Li(student), Yi-Xing Peng(student), Kun-Yu Lin(student), Xihan Wei, Jian-Fang Hu, Xiaohua Xie*, Wei-Shi Zheng*. ViSpeak: Visual Instruction Feedback in Streaming Videos. International Conference on Computer Vision (ICCV), 2025.

134. Wanchang Yu(student), Qing Zhang*, Rongjia Zheng (student), Wei-Shi Zheng. Structure-Guided Diffusion Models for High-Fidelity Portrait Shadow Removal, International Conference on Computer Vision (ICCV), 2025.

133. Xinbo Wang(student), Wenju Xu, Qing Zhang*, Wei-Shi Zheng. Domain Generalizable Portrait Style Transfer. International Conference on Computer Vision (ICCV), 2025.

132. Rongjia Zheng (student), Qing Zhang*, Chengjiang Long, Wei-Shi Zheng. DNF-Intrinsic: Deterministic Noise-Free Diffusion for Indoor Inverse Rendering, International Conference on Computer Vision (ICCV), 2025.

131. Tianming Liang(student), Kun-Yu Lin, Chaolei Tan, Jianguo Zhang, Wei-Shi Zheng, Jian-Fang Hu*. ReferDINO: Referring Video Object Segmentation with Visual Grounding Foundations. International Conference on Computer Vision (ICCV), 2025.

130. Xinhua Lu(student), Runhe Lai(student), Yanqi Wu(student), Kanghao Chen*, Wei-Shi Zheng, Ruixuan Wang*. FA: Forced prompt leArning of Vision-Language Models for Out-of-Distribution Detection. International Conference on Computer Vision (ICCV), 2025.

129. Shengbo Gu(student), Yu-Kun Qiu(student), Yu-Ming Tang(student), Ancong Wu, Wei-Shi Zheng*. MaintaAvatar: A Maintainable Avatar Based on Neural Radiance Fields by Continual Learning. In AAAI Conference on Artificial Intelligence (AAAI), 2025.

128. Xiang Huang(student), Qing Zhang, Jian-Fang Hu, Wei-Shi Zheng. CLIP-RestoreX: Restore Image Structure and Perception in Exposure Correction. In AAAI Conference on Artificial Intelligence (AAAI), 2025.

127. An-Lan Wang(student), Bin Shan, Wei Shi, Kun-Yu Lin, Xiang Fei, Guozhi Tang, Lei Liao, Jingqun Tang, Can Huang, Wei-Shi Zheng*. ParGo: Bridging Vision-Language with Partial and Global Views. In AAAI Conference on Artificial Intelligence (AAAI), 2025.

126. Ling-An Zeng(student), Guohong Huang(student), Gaojie Wu(student), Wei-Shi Zheng*. Light-T2M: A Lightweight and Fast Model for Text-to-motion Generation. In AAAI Conference on Artificial Intelligence (AAAI), 2025.

125. Rongjia Zheng(student), Qing Zhang, Yongwei Nie, Wei-Shi Zheng. When Shadow Removal Meets Intrinsic Image Decomposition: A Joint Learning Framework Using Unpaired Data. In AAAI Conference on Artificial Intelligence (AAAI), 2025.

124. Wei-Jin Huang (student), Yuan-Ming Li (student),  Zhi-Wei Xia (student), Yu-Ming Tang (student), Kun-Yu Lin, Jian-Fang Hu, Wei-Shi Zheng*. Modeling Multiple Normal Action Representations for Error Detection in Procedural Tasks. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025.

123. Ling-An Zeng (student), Guohong Huang (student), Yi-Lin Wei (student), Shengbo Gu (student), Yu-Ming Tang (student), Jingke Meng, Wei-Shi Zheng*. ChainHOI: Joint-based Kinematic Chain Modeling for Human-Object Interaction Generation. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025.

122. Shenghao Fu (student), Qize Yang, Qijie Mo (student), Junkai Yan, Xihan Wei, Jingke Meng, Xiaohua Xie, Wei-Shi Zheng*. LLMDet: Learning Strong Open-Vocabulary Object Detectors under the Supervision of Large Language Models. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025.

121. Yi-Xing Peng (student), Yu-Ming Tang (student), Kun-Yu Lin, Qize Yang, Jingke Meng, Xihan Wei, Wei-Shi Zheng*. Person De-reidentification: A Variation-guided Identity Shift Modeling. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025.

120. Yu Zhou (student), Dian Zheng (student), Qijie Mo (student), Ren-Jie Lu (student), Kun-Yu Lin, Wei-Shi Zheng*. Decoupled Distillation to Erase: A General Unlearning Method for Any Class-centric Tasks. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025.

119. Dian Zheng (student), Cheng Zhang, Xiao-Ming Wu (student), Cao Li, chengfei lv, Jian-Fang Hu, Wei-Shi Zheng*. Panorama Generation From NFoV Image Done Right. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025.

118. Junjin Xiao (student), Qing Zhang, Yongwei Nie, Lei Zhu, Wei-Shi Zheng. RoGSplat: Learning Robust Generalizable Human Gaussian Splatting from Sparse Multi-View Images. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025.

117. Xinan Xie (student), Qing Zhang, Wei-Shi Zheng. Diffusion-based Event Generation for High-Quality Image Deblurring. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025.

116. Yixing Zhu (student), Qing Zhang, Yitong Wang, Yongwei Nie, Wei-Shi Zheng. EntityErasure: Erasing Entity Cleanly via Amodal Entity Segmentation and Completion. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025.

115. Shenghao Fu(student), Junkai Yan(student), QizeYang, Xihan Wei, Xiaohua Xie*, Wei-Shi Zheng*. Frozen-DETR: Enhancing DETR with Image Understanding from Frozen Foundation Models. Advances in Neural Information Processing Systems (NeurIPS), 2024.

114. Zhilin Zhao, Longbing Cao, Xuhui Fan, Wei-Shi Zheng*. Revealing Distribution Discrepancy by Sampling Transfer in Unlabeled Data. Advances in Neural Information Processing Systems (NeurIPS), 2024.

113. Huilin Tian(student), Jingke Meng, Wei-Shi Zheng, Yuan-Ming Li, Junkai Yan, Yunong Zhang. Loc4Plan: Locating Before Planning for Outdoor Vision and Language Navigation. ACM Multimedia, 2024 (best paper candidate)

112. Delong Zhang(student), Yi-Xing Peng(student), Xiao-Ming Wu(student), Ancong Wu, and Wei-Shi Zheng*. PixelFade: Privacy-preserving Person Re-identification with Noise-guided Progressive Replacement. ACM Multimedia, 2024.

111. Yu-Ming Tang(student), Yi-Xing Peng(student), Jingke Meng(student), Wei-Shi Zheng. Rethinking Few-shot Class-incremental Learning: Learning from Yourself. European Conference on Computer Vision (ECCV), 2024.

110. Junkai Yan(student), Yipeng Gao(student), Qize Yang, Xihan Wei, Xuansong Xie, Ancong Wu, Wei-Shi Zheng*. DreamView: Injecting View-specific Text Guidance into Text-to-3D Generation. European Conference on Computer Vision (ECCV), 2024.

109. Yuanming Li(student), Weijin Huang(student), An-Lan Wang(student), Ling-An Zeng(student), Jingke Meng, Wei-Shi Zheng. EgoExo-Fitness: Towards Egocentric and Exocentric Full-Body Action Understanding. European Conference on Computer Vision (ECCV), 2024.

108. Qijie Mo(student), Yipeng Gao(student), Shenghao Fu(student), Junkai Yan(student), Ancong Wu*, Wei-Shi Zheng*. Bridge Past and Future: Overcoming Information Asymmetry in Incremental Object Detection. European Conference on Computer Vision (ECCV), 2024.

107. Dian Zheng(student), Xiao-Ming Wu(student), Shu-Zhou Yang, Jian Zhang, Jian-Fang Hu, Wei-Shi Zheng*. Selective Hourglass Mapping for Universal Image Restoration Based on Diffusion Model. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024.

106. Angchi Xu(student), Wei-Shi Zheng*. Efficient and Effective Weakly-Supervised Action Segmentation via Action-Transition-Aware Boundary Alignment. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024.

105. Chaolei Tan(student), Jianhuang Lai, Wei-Shi Zheng, Jian-Fang Hu. Siamese Learning with Joint Alignment and Regression for Weakly-Supervised Video Paragraph Grounding. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024.

104. Junjin Xiao(student), Qing Zhang, Zhan Xu, Wei-Shi Zheng. NECA: Neural Customizable Human Avatar. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024.

103. Tianming Liang(student), Chaolei Tan(student), Beihao Xia, Wei-Shi Zheng, Jian-Fang Hu. Ranking Distillation for Open-Ended Video Question Answering with Insufficient Labels. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024.

102. Yipeng Gao(student), Zeyu Wang, Wei-Shi Zheng, Cihang Xie, Yuyin Zhou. Sculpting Holistic 3D Representation in Contrastive Language-Image-3D Pre-training. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024.

101. Xiao-Ming Wu(student), Dian Zheng(student), Zuhao Liu(student), Wei-Shi Zheng*. Estimator Meets Equilibrium Perspective: A Rectified Straight Through Estimator for Binary Neural Networks Training. IEEE/CVF International Conference on Computer Vision (ICCV), 2023.   

100. Shenghao Fu(student), Junkai Yan(student), Yipeng Gao(student), Xiaohua Xie*, Wei-Shi Zheng*. ASAG: Building Strong One-Decoder-Layer Sparse Detectors via Adaptive Sparse Anchor Generation. IEEE/CVF International Conference on Computer Vision (ICCV), 2023.   

99. An-Lan Wang(student), Kun-Yu Lin(student), Jia-Run Du(student), Jingke Meng*, Wei-Shi Zheng*. Event-Guided Procedure Planning from Instructional Videos with Text Supervision. IEEE/CVF International Conference on Computer Vision (ICCV), 2023.   

98. Xiaoyuan Guan, Zhouwu Liu, Wei-Shi Zheng, Yuren Zhou*, Ruixuan Wang*. Revisit PCA-based Technique for Out-of-Distribution Detection. IEEE/CVF International Conference on Computer Vision (ICCV), 2023.   

97. Yu-Ming Tang(student), Yi-Xing Peng(student), Wei-Shi Zheng*. When Prompt-based Incremental Learning Does Not Meet Strong Pretraining. IEEE/CVF International Conference on Computer Vision (ICCV), 2023.   

96. Kun-Yu Lin(student), Jia-Run Du(student), Yipeng Gao(student), Jiaming Zhou(student), Wei-Shi Zheng*. Diversifying Spatial-Temporal Perception for Video Domain Generalization. Advances in Neural Information Processing Systems (NeurIPS), 2023.   

95. Jianwei Tang, Jiangxin Sun, Xiaotong Lin, Lifang Zhang, Jian-Fang Hu*, Wei-Shi Zheng. Temporal Continual Learning with Prior Compensation for Human Motion Prediction. Advances in Neural Information Processing Systems (NeurIPS), 2023.   

94. Zuhao Liu(student), Xiao-Ming Wu(student), Dian Zheng(student), Kun-Yu Lin(student), Wei-Shi Zheng*. Generating Anomalies for Video Anomaly Detection with Prompt-Based Feature Mapping. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023.   

93. Yipeng Gao(student), Kun-Yu Lin(student), Junkai Yan(student), Yaowei Wang, Wei-Shi Zheng*. AsyFOD: An Asymmetric Adaptation Paradigm for Few-Shot Domain Adaptive Object Detection. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023.   

92. Chaolei Tan(student), Zihang Lin(student), Jian-Fang Hu*, Wei-Shi Zheng, Jianhuang Lai. Hierarchical Semantic Correspondence Networks for Video Paragraph Grounding. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023.   

91. Zihang Lin(student), Chaolei Tan(student), Jian-Fang Hu*, Zhi Jin, Tiancai Ye, Wei-Shi Zheng. Collaborative Static and Dynamic Vision-Language Streams for Spatio-Temporal Video Grounding. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023.  

90. Jiawei Feng(student), Ancong Wu*, Wei-Shi Zheng. Shape-Erased Feature Learning for Visible-Infrared Person Re-Identification. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023.   

88. Wenhang Ge(student), Junlong Du, Ancong Wu, Yuqiao Xian, Ke Yan, Feiyue Huang, Wei-Shi Zheng. Lifelong Person Re-identification by Pseudo Task Knowledge Preservation. AAAI 2022: 688-696   

87. Kun-Yu Lin(student), Jiaming Zhou(student), Yukun Qiu(student), Wei-Shi Zheng*. Adversarial Partial Domain Adaptation by Cycle Inconsistency. In European Conference on Computer Vision (ECCV), pp. 530-548, 2022.   

86. Yipeng Gao(student), Lingxiao Yang, Yunmu Huang, Song Xie, Shiyong Li, Wei-Shi Zheng*. AcroFOD: An Adaptive Method for Cross-Domain Few-Shot Object Detection. In European Conference on Computer Vision (ECCV), pp. 673-690, 2022.   

85. Yi Zhong(student), Chengyao Wang(student), Shiyong Li, Zhu Zhou, Yaowei Wang, Wei-Shi Zheng*. Mixed Supervision for Instance Learning in Object Detection with Few-shot Annotation. ACM Multimedia 2022: 648-658.   

84. Jibin Gao(student), Junfu Pu, Honglun Zhang, Ying Shan, Wei-Shi Zheng*. PC-Dance: Posture-controllable Music-driven Dance Synthesis. ACM Multimedia 2022: 1261-1269   

83. Angchi Xu(student), Ling-An Zeng(student),  Wei-Shi Zheng*. Likert Scoring with Grade Decoupling for Long-term Action Assessment. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022.  

82. Yu-Ming Tang(student), Yi-Xing Peng(student),  Wei-Shi Zheng*. Learning to Imagine: Diversify Memory for Incremental Learning using Unlabeled Data. In IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2022.  

81. Hanjun Li(student), Xingjia Pan, Ke Yan, Fan Tang, and Wei-Shi Zheng*. SIOD: Single Instance Annotated Per Category Per Image for Object Detection. In IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2022.  

80. Jinrui Yang(student), Jiawei Zhang(student), Fufu Yu, Xinyang Jiang, Mengdan Zhang, Xing Sun, Yingcong Chen, and Wei-Shi Zheng*. Learning to Know Where to See: A Visibility-Aware Approach for Occluded Person Re-identification. In IEEE Conference on Computer Vision (ICCV), 2021.  

79. Shizhen Zhao, Changxin Gao, Yuanjie Shao, Wei-Shi Zheng, and Nong Sang. Weakly Supervised Text-based Person Re-Identification. In IEEE Conference on Computer Vision (ICCV), 2021.  

78. Zihang Lin(student), Jiangxin Sun(student), Jian-Fang Hu, Qizhi Yu, Jian-Huang Lai, and Wei-Shi Zheng. Predictive Feature Learning for Future Segmentation Prediction. In IEEE Conference on Computer Vision (ICCV), 2021.  

77. Jiangxin Sun(student), Zihang Lin(student), Xintong Han, Jian-Fang Hu, Jia Xu, and Wei-Shi Zheng. Action-guided 3D Human Motion Prediction. In Neural Information Processing Systems, 2021.  

76. Shaohao Lu(student), Yuqiao Xian(student), Ke Yan, Yi Hu, Xing Sun, Xiaowei Guo, Feiyue Huang, and Wei-Shi Zheng*. Discriminator-free Generative Adversarial Attack. ACM International Conference on Multimedia (ACM MM), 2021.

75. Fa-Ting Hong(student), Jia-Chang Feng(student), Dan Xu, Ying Shan, and Wei-Shi Zheng*. Cross-modal Consensus Network for Weakly Supervised Temporal Action Localization. ACM International Conference on Multimedia (ACM MM), 2021.

74. Wenhang Ge(student), Chunyan Pan(student), Ancong Wu, Hongwei Zheng, and Wei-Shi Zheng. Cross-Camera Feature Prediction for Intra-Camera Supervised Person Re-identification across Distant Scenes. ACM International Conference on Multimedia (ACM MM), 2021.

73. Jia-Chang Feng  (student), Fa-Ting Hong  (student),  Wei-Shi Zheng*. MIST: Multiple Instance Self-Training Framework for Video Anomaly Detection. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021

72.  Jiaming Zhou (student), Kun-Yu Lin (student), Haoxin Li (student),  Wei-Shi Zheng*. Graph-based High-order Relation Modeling for Long-term Action Recognition. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021.

71. Hanjun Li (student), Gaojie Wu (student),  Wei-Shi Zheng*. Combined Depth Space Based Architecture Search For Person Re-identification. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021.

70. Jiaxing Chen (student), Xinyang Jiang, Fudong Wang, Jun Zhang, Feng Zheng, Xing Sun, Wei-Shi Zheng*. Learning 3D Shape Feature for Texture-insensitive Person Re-identification. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021.

69. Peixian Hong (student), Tao Wu (student), Ancong Wu, Xintong Han, Wei-Shi Zheng. Fine-Grained Shape-Appearance Mutual Learning for Cloth-Changing Person Re-Identification. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021.

68.  Lingan Zeng (student), Fating Hong (student),  Wei-Shi Zheng*, Qizhi Yu, Wei Zeng, Yaowei Wang, and Jian-Huang Lai. Hybrid Dynamic-static Context-aware Attention Network for Action Assessment in Long Videos. ACM International Conference on Multimedia (ACM MM), 2020.

67. Fa-Ting Hong  (student), Xuanteng Huang  (undergraduate student), Wei-Hong Li, and Wei-Shi Zheng*. MINI-Net: Multiple Instance Ranking Network for Video Highlight Detection. In European Conference on Computer Vision (ECCV), 2020.

66.  Jibin Gao  (student),  Wei-Shi Zheng*, Jia-Hui Pan  (student), Chengying Gao*, Yaowei Wang, Wei Zeng, Jianhuang Lai. An Asymmetric Modeling for Action Assessment. In European Conference on Computer Vision (ECCV), 2020.

65. Hai Wang  (student),  Wei-Shi Zheng*, Yingbiao Ling. Contextual Heterogeneous Graph Network for Human-Object Interaction Detection.In European Conference on Computer Vision (ECCV), 2020.

64. Shizhen Zhao, Changxin Gao, Jun Zhang, Hao Cheng, Chuchu Han, Xinyang Jiang, Xiaowei Guo, Wei-Shi Zheng, Nong Sang, Xing Sun. Do Not Disturb Me: Person Re-identification Under the Interference of Other Pedestrians. In European Conference on Computer Vision (ECCV), 2020.

63. Tanli Zuo (student), Yukun Qiu (student),  Wei-Shi Zheng*. Neighbor Combinatorial Attention for Critical Structure Mining. International Joint Conference on Artificial Intelligence (IJCAI), 2020.

62.  Hong-Xing Yu  (student), and Wei-Shi Zheng*. Weakly Supervised Discriminative Feature Learning with State Information for Person Identification. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020.

61.  Jinrui Yang  (student), Wei-Shi Zheng*, Qize Yang  (student), Yingcong Chen, Qi Tian. Spatial-Temporal Graph Convolutional Network for Video-based Person Re-identification. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020.

60.  Haoxin Li  (student),  Wei-Shi Zheng*, Yu Tao (student), Haifeng Hu, Jian-Huang Lai. Adaptive Interaction Modeling via Graph Operations Search. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020.

59.  Fa-Ting Hong  (student), Wei-Hong Li, Wei-Shi Zheng*. Learning to Detect Important People in Unlabelled Images for Semi-supervised Important People Detection. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020.

58.  Zilong Zhong, Zhong Qiu Lin, Rene Bidart, Xiaodan Hu, Ibrahim Ben Daya, Zhifeng Li, Wei-Shi Zheng, Li Jonathan, Alexander Wong. Squeeze-and-Attention Networks for Semantic Segmentation. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020.

57. Ganzhao Yuan, Li Shen, Wei-Shi Zheng. A Block Decomposition Algorithm for Sparse Optimization. SIGKDD 2020.

56.  Zhihui Zhu  (student), Xinyang Jiang, Feng Zheng, Xiaowei Guo, Feiyue Huang, Xing Sun, Wei-Shi Zheng*. Viewpoint-Aware Loss with Angular Regularization for Person Re-Identification. In AAAI Conference on Artificial Intelligence (AAAI), 2020.

55.  Qing Zhang, Gelin Yin  (student), Yongwei Nie, Wei-Shi Zheng*. Deep Camouflage Image.  In AAAI Conference on Artificial Intelligence (AAAI), 2020.

54.  Xinyang Jiang,  Yifei Gong, Xiaowei Guo, Qize Yang, Feiyue Huang, Wei-Shi Zheng, Feng Zheng, Xing Sun. Rethinking Temporal Fusion for Video-based Person Re-identification on Semantic and Time Aspect. In AAAI Conference on Artificial Intelligence (AAAI), 2020.

53.  Jiangxin Sun  (student), Jiafeng Xie  (student), Jian-Fang Hu, Zihang Lin  (student), Jianhuang Lai, Wenjun Zeng, and Wei-Shi Zheng. Predicting Future Instance Segmentation with Contextual Pyramid ConvLSTMs. ACM International Conference on Multimedia (ACM MM), 2019. 

52.  Rong Zhang  (student), Shuhan Tan  (student), Ruixuan Wang*, Siyamalan Manivannan  (student), Jingjing Chen  (student), Haotian Lin, Wei-Shi Zheng. Biomarker Localization by Combining CNN Classifier and Generative Adversarial Network,  International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2019. 

51.  Feifei Xue  (student), Jin Peng  (student), Ruixuan Wang*, Qiong Zhang  (student), Wei-Shi Zheng. Improving Robustness of Medical Image Diagnosis with Denoising Convolutional Neural Networks,  International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2019. 

50.  Ancong Wu  (student),  Wei-Shi Zheng*, Jian-Huang Lai. Unsupervised Person Re-identification by Camera-aware Similarity Consistency Learning. In IEEE Conf. on Computer Vision (ICCV), 2019.

49.  Jia-Hui Pan  (student), Jibin Gao  (student), Wei-Shi Zheng*. Action Assessment by Joint Relation Graphs.  In IEEE Conference on Computer Vision (ICCV), 2019.(Oral)  

48. Guoliang Pang (student), Xionghui Wang (student), Jian-Fang Hu*, Qing Zhang, and Wei-Shi Zheng. DBDNet: Learning Bi-directional Dynamics for Early Action Prediction. International Joint Conference on Artificial Intelligence (IJCAI), 2019.

47. Shuhan Tan(undergraduate student), Jiening Jiao (student),  Wei-Shi Zheng*. Weakly Supervised Open-set Domain Adaptation by Dual-domain Collaboration. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019.

46. Qize Yang  (student), Hong-Xing Yu  (student), Ancong Wu  (student), Wei-Shi Zheng*. Patch-based Discriminative Feature Learning for Unsupervised Person Re-identification. In Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019.

45. Ancong Wu  (student), Wei-Shi Zheng* and Jianhuang Lai. Distilled Person Re-identification: Towards a More Scalable System. In IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2019.

44. Jingke Meng  (student), Sheng Wu  (student), Wei-Shi Zheng*. Weakly Supervised Person Re-identification. In the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019.

43. Hong-Xing Yu  (student), Wei-Shi Zheng*, Shaogang Gong, Ancong Wu  (student), Xiaowei Guo, Jian-Huang Lai. Unsupervised person re-identification by soft multilabel learning. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019. (oral)

42. Wei-Hong Li  (student), Fa-Ting Hong  (student), Wei-Shi Zheng*. Learning to Learn Relation for Important People Detection in Still Images. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019.

41. Xionghui Wang  (student), Jian-Fang Hu, Jianhuang Lai, Jianguo Zhang, and Wei-Shi Zheng. Progressive Teacher-student Learning for Early Action Prediction. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019.

40. Haoxin Li  (student), Yijun Cai  (student), Wei-Shi Zheng*. Deep Dual Relation Modeling for Egocentric Interaction Recognition. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019.

39. Ruixing Wang, Qing Zhang, Chi-Wing Fu, Wei-Shi Zheng, and Jiaya Jia. Underexposed Photo Enhancement using Deep Illumination Estimation, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019.(oral)

38. Ganzhao Yuan, Li Shen, Wei-Shi Zheng*. A Decomposition Algorithm for the Sparse Generalized Eigenvalue Problem. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019.

37. Yijun Cai  (student), Haoxin Li, Jian-Fang Hu, Wei-Shi Zheng*. Action Knowledge Transfer for Action Prediction with Partial Videos. In AAAI Conference on Artificial Intelligence (AAAI), 2019.

36. Xiang Li(undergraduate student), Ancong Wu, Wei-Shi Zheng*. Adversarial Open-World Person Re-Identification. In European Conference on Computer Vision(ECCV), 2018.

35. Jianfang Hu, Wei-Shi Zheng*, Jiahui Pan, Jianguo Zhang, JianHuang Lai. Deep Bilinear Learning for RGB-D Action Recognition. In European Conference on Computer Vision (ECCV), 2018.

34. Guang-Yuan Hao(undergraduate student), Hong-Xing Yu, and Wei-Shi Zheng*. MIXGAN: Learning Concepts from Different Domains for Mixture Generation. In International Joint Conference on Artificial Intelligence (IJCAI), 2018.

33. Zhou Yin(student),  Wei-Shi Zheng*, Ancong Wu#, Hong-Xing Yu#, Hai Wan, Xiaowei Guo, Feiyue Huang, and Jianhuang Lai Adversarial Attribute-Image Person Re-identification. In International Joint Conference on Artificial Intelligence (IJCAI), 2018.

32. Yongyi Tang(student), Lin Ma, Wei Liu, and Wei-Shi Zheng*. Long-Term Human Motion Prediction by Modeling Motion Context and Enhancing Motion Dynamic. In International Joint Conference on Artificial Intelligence (IJCAI), 2018.

31. Hai Wan, Yonghao Luo, Bo Peng, and Wei-Shi Zheng. Representation Learning for SceneGraph Completion via Jointly Structural and Visual Embedding. In International Joint Conference on Artificial Intelligence (IJCAI), 2018.

30. Jiening Jiao(student),  Wei-Shi Zheng*, Ancong Wu, Xiatian Zhu, and Shaogang Gong. Deep Low-resolution Person Re-identification. In AAAI Conference on Artificial Intelligence (AAAI), 2018. (oral)

29. Qing Zhang, Ganzhao Yuan, Chunxia Xiao, Lei Zhu, Wei-Shi Zheng*. High-Quality Exposure Correction of Underexposed Photos. In ACM International Conference on Multimedia (ACM MM), 2018.

28. Yanli Ji, F. Xu, Yang Yang, Fumin Shen, Heng Tao Shen, Wei-Shi Zheng. A Large Scale RGB-D Database for Arbitrary-view Human Action Recognition. In ACM International Conference on Multimedia (ACM MM),2018.

27. Ancong Wu (student),  Wei-Shi Zheng*, Hongxing Yu (undergraduate student), Shaogang Gong, Jianhuang Lai. RGB-Infrared Cross-Modality Person Re-Identification. IEEE Conf. on Computer Vision (ICCV), 2017 

26. Hongxing Yu (undergraduate student), Ancong Wu (student),  Wei-Shi Zheng*. Cross-view Asymmetric Metric Learning for Unsupervised Person Re-identification. IEEE Conf. on Computer Vision (ICCV), 2017 

25. Ganzhao Yuan, Wei-Shi Zheng, B. Ghanem. A Matrix Splitting Method for Composite Function Minimization. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2017.

24. Jian-Fang Hu(student), Wei-Shi Zheng*, Liangyang Ma, Gang Wang, and Jianhuang Lai. Real-time RGB-D Activity Prediction by Soft Regression. In European Conference on Computer Vision (ECCV), 2016.

23. Jinjie You (student), Ancong Wu (student), Xiang Li (student), Wei-Shi Zheng*. Top-push Video-based Person Re-identification. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2016.[code]

22. Hailin Shi, Xiangyu Zhu, Shengcai Liao, Zhen Lei, Yang Yang, Wei-Shi Zheng, and Stan Li. Embedding Deep Metric for Person Re-identification A Study Against Large Variations. In European Conference on Computer Vision (ECCV), 2016.

21. Xiaoke Zhu, Xiao-Yuan Jing, Fei Wu, YunhongWang, Wangmeng Zuo, Wei-Shi Zheng. Learning Heterogeneous Dictionary Pair with Feature Projection Matrix for Pedestrian Video Retrieval via Single Query Image. In AAAI Conference on Artificial Intelligence, 2017.

20. Wei-Shi Zheng, Xiang Li (student), Tao Xiang, Shengcai Liao, JianHuang Lai, Shaogang Gong. Partial Person Re-identification. IEEE Conf. on Computer Vision (ICCV), 2015 (oral).

19. Xiang Li (student),  Wei-Shi Zheng*, Xiaojuan Wang (undergraduate student), Tao Xiang, Shaogang Gong. Multi-scale Learning for Low-resolution Person Re-identification. IEEE Conf. on Computer Vision (ICCV), 2015.

18. Botong Wu (undergraduate student), Qiang Yang (student), Wei-Shi Zheng*, Yizhou Wang, and Jingdong Wang. "Quantized Correlation Hashing for Fast Cross-modal Search ," International Joint Conference on Artificial Intelligence (IJCAI), 2015.[code]

17. Yingcong Chen (student), Wei-Shi Zheng*, and Jian-Huang Lai, "Mirror Representation for Modeling View-specific Transform in Person Re-identification,"  International Joint Conference on Artificial Intelligence (IJCAI), 2015.[code]

16.  Jian-Fang Hu (student), Wei-Shi Zheng*, Jian-Huang Lai, and Jianguo Zhang, "Jointly Learning Heterogeneous Features for RGB-D Activity Recognition," IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), June 2015.[code]

15. Jian-Fang Hu (student), Wei-Shi Zheng*, Jian-Huang Lai, Shaogang Gong, and Tao Xiang, "Recognising Human-Object Interaction via Exemplar based Modelling," IEEE Conf. on Computer Vision (ICCV) 2013.

14. Yuanlu Xu, Liang Lin, Wei-Shi Zheng, and Xiaobai Liu, "Human Re-identification by Matching Compositional Template with Cluster Sampling,"  IEEE Conf. on Computer Vision (ICCV) 2013.

13. Jian-sheng Wu (student),  Wei-Shi Zheng*, Jian-huang Lai, "Euler Clustering," International Joint Conference on Artificial Intelligence (IJCAI), 2013. 

12.Longkai Huang(undergraduate student), Qiang Yang(student),  Wei-Shi Zheng*, "Online Hashing," International Joint Conference on Artificial Intelligence (IJCAI), 2013. [Code]

11. Qiang Yang(student), Longkai Huang(undergraduate student), Wei-Shi Zheng*, Yingbiao Ling. Smart Hashing Update for Fast Response. International Joint Conference on Artificial Intelligence (IJCAI), 2013.

10. Wenqi Li (co-supervised student), Jianguo Zhang, Stephen McKenna, Wei-Shi Zheng, Maria Coats, Frank Carey "Learning from Partially Annotated OPT Images by Contextual Relevance Ranking," International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2013, accepted. (This paper is for the NSFC-RSE joint project. Wenqi Li is the co-supervised student when I was in University of Dundee)

9.  Ran He, Tieniu Tan, Liang Wang, and Wei-Shi Zheng, "l_2,1 Regularized Correntropy for Robust Feature Selection", IEEE Conf. on Computer Vision and Pattern Recognition, Rhode Island, USA, June 2012.

8.  Wei-Shi Zheng, Shaogang Gong, and Tao Xiang, "Transfer Re-identification: From Person to Set-based Verification", IEEE Conf. on Computer Vision and Pattern Recognition, Rhode Island, USA, June 2012.

7.  Wei-Shi Zheng, Shaogang Gong, and Tao Xiang, "Person Re-identification by Probabilistic Relative Distance Comparison", IEEE Conf. on Computer Vision and Pattern Recognition, 2011 (Acceptance rate: 26.4%)

6. Ran He, Tieniu Tan, Zhenan Sun, and Wei-Shi Zheng, "Recovery of Corrupted Low-Rank Matrices via Half-Quadratic based Nonconvex Minimization," IEEE Conf. on Computer Vision and Pattern Recognition, 2011. (Acceptance rate: 26.4%)

5. Ran He and Wei-Shi Zheng, "Nonnegative Sparse Coding for Discriminative Semi-supervised Learning," IEEE Conf. on Computer Vision and Pattern Recognition, 2011. (Acceptance rate: 26.4%)

4. Ran He, BaoGang Hu, Wei-Shi Zheng, and YanQing Guo, "Two-stage Sparse Representation for Robust Recognition on Large-scale Database," In Proc. Twenty-Fourth AAAI Conference on Artificial Intelligence , 2010 (oral). (Acceptance rate: 26.9%)

3. Wei-Shi Zheng, Shaogang Gong, and Tao Xiang, "Quantifying Contextual Information for Object Detection," In Proc. IEEE International Conference on Computer Vision (ICCV), Kyoto, Japan, October, 2009. (Acceptance rate: 23%)

2. Xiaohua Xie, Wei-Shi Zheng, Jian-Huang Lai, and Pong C. Yuen, "Face Illumination Normalization on Large and Small Scale Features," In Proc. IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2008. (Acceptance rate: 31%)

1. Wei-Shi Zheng, Stan Z. Li, Jian-Huang Lai, and Shengcai Liao. On Constrained Sparse Matrix Factorization. In Proc. IEEE International Conference on Computer Vision (ICCV), Brazil, 2007. (Acceptance rate: 23%) 

 

 

Main Conferences in Computer Vision and Machine Learning:

(*: indicating the PI (principal investigator) of the research work, and also the supervisor of the students of the paper of Sun Yat-sen University)

28. Weixian Lei(student), Rong Zhang(student), Yang Yang(student), Ruixuan Wang*, Wei-Shi Zheng. Class-center Involved Triplet Loss for Skin Disease Classification on Imbalanced Data,  International Symposium on Biomedical Imaging (ISBI) , 2020. [(Best Paper Award Finalist)]

27. Qize Yang (student), Ancong Wu, Wei-Shi Zheng*. Deep Semi-supervised Person Re-identification with External Memory. In IEEE International Conference on Multimedia and Expo (ICME), 2019.

26. Yixin Zhu  (student), Jun-Yong Zhu, Wei-Shi Zheng. Part-based Convolutional Network for Imbalanced Age Estimation. IEEE International Conference on Multimedia and Expo (ICME), 2019.

25. Jianheng Li  (student), Fuhang Liang, Yuanxun Li, Wei-Shi Zheng*. Fast Person Search Pipeline. IEEE International Conference on Multimedia and Expo (ICME), 2019.

24. Peizhen Zhang  (student), Feng Zheng, Junlong Du, Jun Zhang, Xiaowei Guo, Wei-Shi Zheng*. Particle swarm loss for lightweight object detection. IEEE International Conference on Multimedia and Expo (ICME), 2019.

23. Benchao Li  (student), Zhenzhong Chen, Shan Liu, Wei-Shi Zheng*. Affective Content Analyses by Using Cross-modal Embedding Learning Features. IEEE International Conference on Multimedia and Expo (ICME), 2019.

22. Shuosen Guan  (student), Haoxin Li, Wei-Shi Zheng*. Unsupervised Learning for Optical Flow Estimation Using Pyramid Convolution LSTM. In Proceedings of IEEE International Conference on Multimedia and Expo (ICME), 2019.

21. Jianheng Li  (student), Fuhang Liang, Yuanxun Li, Wei-Shi Zheng*. Fast Person Search Pipeline. IEEE International Conference on Multimedia and Expo (ICME), 2019.

20. Hui Li, Meng Yang, Zhihui Lai, Wei-Shi Zheng, Zitong Yu. Pedestrian re-identification based on Tree branch network with local and global learning. IEEE International Conference on Multimedia and Expo (ICME), 2019.  

19. Weihong Li, Benchao Li, Wei-Shi Zheng*: PersonRank: Detecting Important People in Images. IEEE International Conference on Automatic Face and Gesture Recognition (FG), pp: 234-241, 2018. (oral)

18. Zelin Chen, Hong-Xing Yu, Ancong Wu, Wei-Shi Zheng*: Letter-Level Writer Identification. IEEE International Conference on Automatic Face and Gesture Recognition (FG), pp: 381-388, 2018. (spotlight)

17. Yi Zhong(student) and Wei-Shi Zheng*. Unsupervised Learning for Forecasting Action Representations. ICIP 2018.

16. Benchao Li(student), Wanhua Li(student), Yongyi Tang(student), Jian-Fang Hu, and Wei-Shi Zheng*. GL-PAM RGB-D Gesture Recognition. ICIP 2018.

15. Weiji Wu(student), Ancong Wu(student), and Wei-Shi Zheng*. Light Person Re-identification by Multi-Cue Tiny Net. ICIP 2018.

14. Baoyu Yuan(student), Ancong Wu(student),  Wei-Shi Zheng*. Does A Body Image Tell Age? ICPR 2018.

13. Guangyun Han, Xiaohua Xie, Wei-Shi Zheng*, Jian-huang Lai. Learning Intrinsic Image Decomposition by Deep Neural Network with Perceptual Loss. ICPR 2018.

12. Yongyi Tang (student), Peizhen Zhang (student), Jian-Fang Hu, Wei-Shi Zheng*. Latent Embeddings for Collective Activity Recognition. IEEE AVSS, 2017.

11. Shangxuan Wu(undergraduate student), Ying-Cong Chen(student), Xiang Li(student), An-Cong Wu(student), Jin-Jie You(student), and Wei-Shi Zheng*. An Enhanced Deep Feature Representation for Person Re-identification. WACV 2016.[Feature Extracted by Ours]

10. Ancong Wu (student), Wei-Shi Zheng*, and Jian-Huang Lai. Depth-based Person Re-identification. Asian Conference on Pattern Recognition, 2015, to appear, oral. (This work was done when Ancong was a undergraduate student)

9. Hongwei Li (student), Jianguo Zhang, Wei-Shi Zheng. HEp-2 Cells Staining Patterns Classification via Wavelet Scattering Network and Random Forest, 2015, to appear.

8. Xiang Li(student), Ancong Wu(student), Mei Cao, Jinjie You(student) and Wei-Shi Zheng*. Towards More Reliable Matching for Person Re-identification. Proceedings of the First IEEE International Conference on Identity, Security and Behavior Analysis, 2015.

7.  Yonggang Qi, Wei-Shi Zheng, Tao Xiang, Yi-Zhe Song, Honggang Zhang, and Jun Guo. One-shot Learning of Sketch Categories with Co-regularized Sparse Coding. International Symposium on Visual Computing, 2014.

6.  Jun-Yong Zhu (student), Wei-Shi Zheng*, JianHuang Lai, " Logarithm Gradient Histogram: A General Illumination Invariant Descriptor for Face Recognition," IEEE Conference on Automatic Face and Gesture Recognition, 2013 (oral).[CODE]

5. Jun-Yong Zhu(student), Wei-Shi Zheng*, JianHuang Lai, "Transductive VIS-NIR Face Matching," IEEE International Conference on Image Processing, 2012.

4. Wei-Shi Zheng, Shaogang Gong, and Tao Xiang, "Unsupervised Selective Transfer Learning for Object Recognition," Asian Conference on Computer Vision (ACCV) 2010.

3.  Wei-Shi Zheng, Shaogang Gong, and Tao Xiang, "Associating Groups of People," In Proc. British Machine Vision Conference (BMVC), London, September 2009. 

2. Wei-Shi Zheng, Jian-Huang Lai, "Regularized Locality Preserving Learning of Pre-Image Problem in Kernel Principal Component Analysis, " In Proc. 18th International Conference on Pattern Recognition (ICPR), 2006. (top 15%, oral)

1.  Wei-Shi Zheng, Jian-Huang Lai, and Pong C. Yuen. Weakly Supervised Learning on Pre-image Problem in Kernel Methods. In Proc. 18th International Conference on Pattern Recognition (ICPR), 2006

 
more ...

 

 

[AI for Science]

 

1. Xueyi Zheng, Ruixuan Wang, Xinke Zhang, Yan Sun, Haohuan Zhang, Zihan Zhao, Yuanhang Zheng, Jing Luo, Jiangyu Zhang, Hongmei Wu, Dan Huang, Wenbiao Zhu, Jianning Chen, Qinghua Cao, Hong Zeng, Rongzhen Luo, Peng Li, Lilong Lan, Jingping Yun, Dan Xie, Wei-Shi Zheng*, Junhang Luo*, Muyan Cai*. A deep learning model and human-machine fusion for prediction of EBV-associated gastric cancer from histopathology. Nature Communications, 2022.   

 

2. Erping Long, ......, Wei-Shi Zheng, Weirong Chen, Haotian Lin, and Yizhi Liu. Discrimination of the behavioural dynamics of visually impaired infants via deep learning. Nature Biomedical Engineering, vol. 3, pp. 860-869, 2019.

 

 

Book & Chapter

 

1. Wei-Shi Zheng, Zhenan Sun, Yunhong Wang, Xilin Chen, Pong C. Yuen, and Jianhuang Lai, "Biometric Recognition," LNCS 7701, Springer, 2012 (ISBN: 978-3-642-35135-8)

2. Wei-Shi Zheng, JianHuang Lai,  Pong C. Yuen, "Linear Dimension Reduction," Encyclopedia of Biometrics, Springer, pp. 899-903, 2009.

3. Wei-Shi Zheng, JianHuang Lai, Xiaohua Xie, Yan Liang, Pong C. Yuen, and Yaoxian Zou, "Kernel Methods for Facial Image Preprocessing," Pattern Recognition, Machine Intelligence and Biometrics---Expanding Frontiers, Springer and High Education Press, 2011.

4. Wei-Shi Zheng, Shaogang Gong, Tao Xiang. Group Association: Assisting Re-identification by Visual Context, Person Re-Identification, Springer, 2013.