- 男,1993 年,武汉大学计算机学院博士生
- 邮箱:yangbin_cv@whu.edu.cn
- github:https://github.com/yangbincv
- 研究方向:多模态目标重识别、多模态医疗、社会模拟
- 博士后,武汉大学,智能科学与技术,2024.08~至今.
- 博士,武汉大学,计算机科学与技术专业,2020.09~2024.06.
- CCF-A类国际顶级会议PC Member:CVPR, ICCV, NIPS, ICML, AAAI, ACM MM...
- CCF-A类国际顶级期刊审稿人:TPAMI, TIP, TMM, IJCV...
- CCF-A类国际顶级会议杰出审稿人:CVPR,ACM MM
- 国家自然科学基金 青年项目C类
- 国家科技重大专项 子课题 负责人
- 湖北省自然科学基金青年B类
- 中国博后面上项目
- 中国博后国家资助计划
- 湖北省尖端人才计划
- 湖北省创新人才项目
- 武汉大学弘毅博后计划
- Ziang Zhang, Bin Yang, Mang Ye, "Cross-Modal Semantic Decoupling and Transfer for Text-to-Visible-Infrared Person Re-Identification", ICML 2026 ( CCF-A类会议,共同一作)
- Yuxuan Zhao, Bin Yang, Zhongao Zhou, He Li, Jian Liang, Jun Chen, Bo Du†, Mang Ye†, "WHU-MARS: A Multispectral Aerial-Ground Benchmark Towards Any-Scenario Person Re-Identification", CVPR 2026 ( CCF-A类会议 Highlight,共同一作)
- Yudi Xie,Bin Yang, Zhongao Zhou, Zhenghan Chen, Mang Ye, "Towards Cross-Modal Preservation, Consistency and Alignment for Privacy-Preserving Visible-Infrared Person Re-Identification", CVPR 2026 ( CCF-A类会议,共同一作)
- Cuiqun Chen, Qi Chen, Bin Yang, Xingyi Zhang, "UniABG: Unified Adversarial View Bridging and Graph Correspondence for Unsupervised Cross-View Geo-Localization", AAAI, 2026 (CCF-A类会议 Oral,共同通信)
- Qian Bie, Xiao Wang, Bin Yang, Zhixi Yu, Jun Chen, Xin Xu, "Robust Pedestrian Detection with Uncertain Modality", AAAI, 2026 (CCF-A类会议,共同通信)
- Bin Yang, Lekai Liu, Wenke Huang, Xiao Wang, Bo Du, Mang Ye, "Mining Cross-Modality Implicit Semantic Association for Unsupervised Visible-Infrared Person Re-Identification", IEEE TIFS, 2025 (CCF-A类期刊,一作)
- PRCV 全模态行人重识别挑战赛一等奖 (优秀指导老师)
- Zhongao Zhou, Bin Yang, Wenke Huang, Jun Chen, Mang Ye, "Unbiased Prototype Consistency Learning for Multi-Modal and Multi-Task Object Re-Identification", NIPS Spotlight, 2025 (CCF-A类会议,共同一作)
- Haoyu Yao, Bin Yang, Wenke Huang, Mang Ye, "Unsupervised Visible-Infrared Person Re-identification under Unpaired Settings", ICCV, 2025 (CCF-A类会议,共同一作)
- Xiao Wang, Lekai Liu, Bin Yang, Mang Ye, Zheng Wang, Xin Xu, "TokenMatcher: Diverse Tokens Matching for Unsupervised Visible-Infrared Person Re-Identification", AAAI, 2025 (CCF-A类会议,共同通信)
- Wenwen He, Wenke Huang, Bin Yang, ShuKan Liu, Mang Ye. "SPMC: Self-Purifying Federated Backdoor Defense via Margin Contribution".ICML, 2025 (CCF-A类会议,共同通信)
- Xiaofen Wang, Bin Yang, Tao Wen, Zhen Han, Zheng Wang. "Image Deraining via Dual-level Contextual Information Associated Learning for Autonomous Driving", KBS (SCI 一区,通信作者)
- Zhangyi Hu; Bin Yang; Mang Ye, "Empowering Visible-Infrared Person Re-Identification with Foundation Models", NIPS, 2024 (CCF-A类会议,共同一作)
- Bin Yang; Jun Chen; Mang Ye, "Shallow-Deep Collaborative Learning for Unsupervised Visible-Infrared Person Re-Identification", CVPR, 2024 (CCF-A类会议,一作)
- Bin Yang; Jun Chen; Xianzheng Ma; Mang Ye, "Translation, Association and Augmentation: Learning Cross-Modality Re-identification from Single-Modality Annotation", IEEE TIP, 2023 (CCF-A类期刊,一作)
- Bin Yang; Jun Chen; Cuiqun Chen; Mang Ye,"Dual Consistency-Constrained Learning for Unsupervised Visible-Infrared Person Re-Identification", IEEE TIFS, 2023 (CCF-A类期刊,一作)
- Bin Yang; Jun Chen; Mang Ye, "Towards Grand Unified Representation Learning for Unsupervised Visible-Infrared Person Re-Identification", ICCV, 2023 (CCF-A类会议,一作)
- Bin Yang; Jun Chen; Mang Ye, "Top-K Visual Tokens Transformer: Selecting Tokens for Visible-Infrared Person Re-Identification", ICASSP, 2023 (CCF-B类会议 Oral,一作)
- Bin Yang; Mang Ye; Jun Chen; Zesen Wu, "Augmented Dual-Contrastive Aggregation Learning for Unsupervised Visible-Infrared Person Re-Identification", ACM MM, 2022 (CCF-A类会议,一作)
- Xianzheng Ma; Hossein Rahmani; Zhipeng Fan; Bin Yang; Bin Yang; Jun Chen; Jun Liu,"REMOTE: Reinforced Motion Transformation Network for Semi-supervised 2D Pose Estimation in Videos", AAAI, 2022 (CCF-A类会议)