Selected
Publications
(Full Publication List)
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.
(*: 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]
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,
accepted, 2024.
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:
84.
Ling-An Zeng(student), Wei-Shi Zheng*. Multimodal Action Quality
Assessment. IEEE Trans. Image Processing, vol. 33, pp. 1600-1613, 2024.
83. 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), 2024.
82. 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), 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)
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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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44. Jingke Meng (student), Sheng
Wu (student), Wei-Shi Zheng*. Weakly Supervised Person
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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
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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, "l2,1 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]
68. 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.
41. 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.
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