Ancong Wu 吴岸聪Associate professor Email: wuanc@mail.sysu.edu.cn / wuancong@gmail.com Brief biography: Ancong Wu received Ph.D. degree in information and communication engineering from Sun Yat-sen University in 2020 (advisors: Prof. Jianhuang Lai and Prof. Wei-Shi Zheng). He is a recipient of the CSIG Outstanding Ph.D. Thesis Award (中国图像图形学学会优博论文奖), Postdoctoral Innovation Talents Support Program (博新计划) and Baidu 2021 Global Top 100 Chinese Rising Stars in AI (2021年百度全球AI华人新星百强). Research interests: (1) Object tracking and re-identification (2) 3D/4D scene understanding and generation (3) Robot vision and embodied AI |
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招生与培养Everyone can do research. 鼓励创新，失败也无妨。 欢迎有志于从事技术工作的研究生和本科生加入科研团队。希望你能保持好奇心和想象力，共同学习进步，享受一段自由探索的人生体验。 最近研究方向以3D视觉与机器人为主，可为每个同学提供足够支撑研究任务的算力。 研究生招生：每年招收1名学硕和2名专硕。培养安排会兼顾科研与找工作的时间。科研以发表视觉与机器人领域顶级会议和期刊为目标。我会与你一起制定与调整详细的研究计划与技术路线，争取在研二上学期完成毕业所需的大部分工作。希望在科研中积累的思维、方法、工具和文字表达能力也能在就业中帮到你。 本科生科研实践：本科生培养以实践与积累动手经验为主，鼓励申报大创项目、参加AI竞赛、参与科研项目。目标是完成一个完整的项目，可作为毕设的一部分工作。我会与研究生团队一起定期为同学提供指导。如果你有自己的想法，也可以一起探讨前沿的研究发表论文。
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Project
Transferable Visible-Infrared Re-identification
Ancong Wu, Chengzhi Lin, Wei-Shi Zheng*. Asymmetric Mutual Learning for Unsupervised Transferable Visible-Infrared Re-Identification. IEEE TCSVT, 2024. [paper] [dataset & code]
Intra-Camera Supervised Person Re-Identification across Distant Scenes
Wenhang Ge, Chunyan Pan, Ancong Wu, Hongwei Zheng, Wei-Shi Zheng, "Cross-Camera Feature Prediction for Intra-Camera Supervised Person Re-identification across Distant Scenes", In ACM International Conference on Multimedia (ACM MM), 2021 (oral). [paper] [code]
Publications [Google scholar] [dblp]
Shengbo Gu, Yu-Kun Qiu, Yu-Ming Tang, Ancong Wu*, Wei-Shi Zheng*. MaintaAvatar: A Maintainable Avatar Based on Neural Radiance Fields by Continual Learning. AAAI, 2025.
Ling-An Zeng, Gaojie Wu, Ancong Wu*, Jian-Fang Hu, Wei-Shi Zheng. Progressive Human Motion Generation Based on Text and Few Motion Frames. IEEE TCSVT, 2025.
Delong Zhang, Yi-Xing Peng, Xiao-Ming Wu, Ancong Wu*, Wei-Shi Zheng*. PixelFade: Privacy-preserving Person Re-identification with Noise-guided Progressive Replacement. ACM MM, 2024.
Junkai Yan, Yipeng Gao, Qize Yang, Xihan Wei, Xuansong Xie, Ancong Wu*, Wei-Shi Zheng*. DreamView: Injecting View-specific Text Guidance into Text-to-3D Generation. ECCV, 2024.
Qijie Mo, Yipeng Gao, Shenghao Fu, Junkai Yan, Ancong Wu*, Wei-Shi Zheng*. Bridge Past and Future: Overcoming Information Asymmetry in Incremental Object Detection. ECCV, 2024.
Ancong Wu, Chengzhi Lin, Wei-Shi Zheng*. Asymmetric Mutual Learning for Unsupervised Transferable Visible-Infrared Re-Identification. IEEE TCSVT, 2024. [paper] [dataset & code]
Ancong Wu, Wei-Shi Zheng*. Factorized Diffusion Autoencoder for Unsupervised Disentangled Representation Learning. AAAI, 2024. [paper] [supp] [code]
Ancong Wu, Wenhang Ge, Wei-Shi Zheng. Rewarded Semi-Supervised Re-Identification on Identities Rarely Crossing Camera Views. IEEE TPAMI, 2023. [paper] [supp] [dataset]
Jiawei Feng, Ancong Wu*, Wei-Shi Zheng. Shape-Erased Feature Learning for Visible-Infrared Person Re-Identification. In CVPR, 2023.
Chengzhi Lin, Ancong Wu*, Junwei Liang, Jun Zhang, Wenhang Ge, Wei-Shi Zheng, Chunhua Shen. Text-Adaptive Multiple Visual Prototype Matching for Video-Text Retrieval. NeurIPS, 2022.
Chao Wu, Wenhang Ge, Ancong Wu, Xiaobin Chang*. Camera-Conditioned Stable Feature Generation for Isolated Camera Supervised Person Re-IDentification. CVPR, 2022.
Wenhang Ge, Junlong Du, Ancong Wu*, Yuqiao Xian, Ke Yan, Feiyue Huang, Wei-Shi Zheng. Lifelong Person Re-identification by Pseudo Task Knowledge Preservation. In AAAI, 2022.
Wenhang Ge, Chunyan Pan, Ancong Wu*, Hongwei Zheng, Wei-Shi Zheng. Cross-Camera Feature Prediction for Intra-Camera Supervised Person Re-identification across Distant Scenes. In ACM International Conference on Multimedia (ACM MM), 2021. [paper] [code]
Peixian Hong, Tao Wu, Ancong Wu*, Xintong Han, Wei-Shi Zheng. Fine-Grained Shape-Appearance Mutual Learning for Cloth-Changing Person Re-Identification. In IEEE Computer Vision and Pattern Recognition (CVPR), 2021.
Ancong Wu, Wei-Shi Zheng, Shaogang Gong, Jianhuang Lai. RGB-IR Person Re-Identification by Cross-Modality Similarity Preservation. International Journal of Computer Vision (IJCV), 2020.
Ancong Wu, Wei-Shi Zheng, Jian-Huang Lai. Unsupervised Person Re-Identification by Camera-Aware Similarity Consistency Learning. In IEEE International Conference on Computer Vision (ICCV), 2019.
Ancong Wu, Wei-Shi Zheng, Jianhuang Lai. Distilled person re-identification: towards a more scalable system. In IEEE Computer Vision and Pattern Recognition (CVPR), 2019.
Ancong Wu, Wei-Shi Zheng, Hong-Xing Yu, Shaogang Gong, Jianhuang Lai. RGB-infrared cross-modality person re-identification. In IEEE International Conference on Computer Vision (ICCV), 2017.
Ancong Wu, Wei-Shi Zheng, Jian-Huang Lai. Robust depth-based person re-identification. IEEE Transactions on Image Processing (TIP), 2017. [paper] [code]
Ancong Wu, Wei-Shi Zheng, Jian-Huang Lai. Depth-based Person Re-identification. In Asian Conference on Pattern Recognition, 2015, oral.
Ancong Wu, Chengzhi Lin, Bogao Chen, Weihao Huang, Zeyu Huang, Wei-Shi Zheng. Transductive Multi-Object Tracking in Complex Events by Interactive Self-Training. ACM Multimedia (ACM MM) Grand Challenge, 2020. (First place in ACM MM Grand Challenge of multi-person motion tracking in complex event)
Sheng Wu, Ancong Wu*, Wei-Shi Zheng. Online Deep Transferable Dictionary Learning. Pattern Recognition (PR), 2021.
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 (TPAMI), 2021.
Jiahang Yin, Ancong Wu, Wei-Shi Zheng. Fine-grained Person Re-identification. International Journal of Computer Vision (IJCV), 2020.
Hong-Xing Yu, Ancong Wu, Wei-Shi Zheng. Unsupervised Person Re-identification by Deep Asymmetric Metric Embedding. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020.
Enwei Zhang, Xinyang Jiang, Hao Cheng, Ancong Wu, Fufu Yu, Ke Li, Xiaowei Guo, Feng Zheng, Wei-Shi Zheng, Xing Sun. One for More: Selecting Generalizable Samples for Generalizable ReID Model. AAAI Conference on Artificial Intelligence (AAAI), 2021.
Jingke Meng, Ancong Wu, Wei-Shi Zheng. Deep asymmetric video-based person re-identification. Pattern Recognition (PR), 2019.
Hong-Xing Yu, Wei-Shi Zheng, Ancong Wu, Xiaowei Guo, Shaogang Gong, Jian-Huang Lai. Unsupervised Person Re-identification by Soft Multilabel Learning. In IEEE Computer Vision and Pattern Recognition (CVPR), 2019.
Qize Yang, Hong-Xing Yu, Ancong Wu, Wei-Shi Zheng. Patch Based Discriminative Feature Learning for Unsupervised Person Re-identification. In IEEE Computer Vision and Pattern Recognition (CVPR), 2019.
Jiening Jiao, Wei-Shi Zheng, Ancong Wu, Xiatian Zhu, Shaogang Gong. Deep low-resolution person re-identification. In AAAI Conference on Artificial Intelligence, 2018.
Xiang Li, Ancong Wu, Wei-Shi Zheng. Adversarial open-world person re-identification. In European Conference on Computer Vision (ECCV), 2018.
Zhou Yin, Wei-Shi Zheng, Ancong Wu, Hong-Xing Yu, Hai Wan, Xiaowei Guo, Feiyue Huang, Jianhuang Lai. Adversarial attribute-image person re-identification. In International Joint Conference on Artificial Intelligence (IJCAI), 2018.
Hong-Xing Yu, Ancong Wu, Wei-Shi Zheng. Cross-view asymmetric metric learning for unsupervised person re-identification. In IEEE International Conference on Computer Vision (ICCV), 2017.
Jinjie You, Ancong Wu, Xiang Li, Wei-Shi Zheng. Top-push Video-based Person Re-identification. In IEEE Computer Vision and Pattern Recognition (CVPR), 2016.
Weiji Wu, Ancong Wu, Wei-Shi Zheng. Light Person Re-Identification by Multi-Cue Tiny Net. In IEEE International Conference on Image Processing (ICIP), 2018.
Wei-Shi Zheng, Ancong Wu. Asymmetric person re-identification: cross-view person tracking in a large camera network. SCIENTIA SINICA Informationis, 2018.
Baoyu Yuan, Ancong Wu, Wei-Shi Zheng. Does A Body Image Tell Age. In IEEE International Conference on Pattern Recognition (ICPR), 2018.
Zelin Chen, Hong-Xing Yu, Ancong Wu, Wei-Shi Zheng. Letter-level Writer Identification. In Automatic Face and Gesture Recognition (FG), 2018.
Wei-Hong Li, Yafang Mao, Ancong Wu, Wei-Shi Zheng. Correlation Based Identity Filter: An Efficient Framework for Person Search. In International Conference on Image and Graphics, 2017.
Shangxuan Wu, Ying-Cong Chen, Xiang Li, Ancong Wu, Jin-Jie You, and Wei-Shi Zheng. An Enhanced Deep Feature Representation for Person Re-identification. In IEEE Winter Conference on Applications of Computer Vision (WACV), 2016.
Xiang Li, Ancong Wu, Mei Cao, Jinjie You and Wei-Shi Zheng. Towards More Reliable Matching for Person Re-identification. In International Conference on Identity, Security and Behavior Analysis, 2015.