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]
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:
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)
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,
"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]
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.