WePerson: Learning a Generalized Re-identification Model from All-weather Virtual Data. - He Li 054; Mang Ye; Bo Du 001 (ACM Multimedia, 2021)

Pyramidal Transformer with Conv-Patchify for Person Re-identification. - He Li 054; Mang Ye; Cong Wang; Bo Du 001 (ACM Multimedia, 2022)

Collaborative Refining for Person Re-Identification With Label Noise. - Mang Ye; He Li 054; Bo Du 001; Jianbing Shen; Ling Shao 001; Steven C. H. Hoi (IEEE Trans. Image Process., 2022)

Rethinking Federated Learning with Domain Shift: A Prototype View. - Wenke Huang 003; Mang Ye; Zekun Shi; He Li 054; Bo Du 001 (CVPR, 2023)

All in One Framework for Multimodal Re-Identification in the Wild. - He Li 054; Mang Ye; Ming Zhang 019; Bo Du 001 (CVPR, 2024)

Self-Driven Entropy Aggregation for Byzantine-Robust Heterogeneous Federated Learning. - Wenke Huang 003; Zekun Shi; Mang Ye; He Li 054; Bo Du 001 (ICML, 2024)

Parameter Disparities Dissection for Backdoor Defense in Heterogeneous Federated Learning. - Wenke Huang 003; Mang Ye; Zekun Shi; Guancheng Wan; He Li 054; Bo Du 001 (NeurIPS, 2024)

Learn from Downstream and Be Yourself in Multimodal Large Language Model Fine-Tuning. - Wenke Huang 003; Jian Liang 001; Zekun Shi; Didi Zhu; Guancheng Wan; He Li 054; Bo Du 001; Dacheng Tao; Mang Ye (CoRR, 2024)

Federated Learning for Generalization, Robustness, Fairness: A Survey and Benchmark. - Wenke Huang 003; Mang Ye; Zekun Shi; Guancheng Wan; He Li 054; Bo Du 001; Qiang Yang 008 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

NightReID: A Large-Scale Nighttime Person Re-Identification Benchmark. - Yuxuan Zhao; Weijian Ruan; He Li 054; Mang Ye (AAAI, 2025)

FedSPA: Generalizable Federated Graph Learning under Homophily Heterogeneity. - Zihan Tan; Guancheng Wan; Wenke Huang 003; He Li 054; Guibin Zhang; Carl Yang 001; Mang Ye (CVPR, 2025)

Cheb-GR: Rethinking K-nearest Neighbor Search in Re-ranking for Person Re-identification. - Jinxi Yang; He Li 054; Bo Du 001; Mang Ye (CVPR, 2025)

Pixel-wise Divide and Conquer for Federated Vessel Segmentation. - Tian Chen; Wenke Huang 003; Zhihao Wang; Zekun Shi; He Li 054; Wenhui Dong; Mang Ye; Bo Du 001; Yongchao Xu (IJCAI, 2025)

Prototype-guided Knowledge Propagation with Adaptive Learning for Lifelong Person Re-identification. - Zhijie Lu; Wuxuan Shi; He Li 054; Mang Ye (IJCAI, 2025)

Self-knowledge distillation with dimensional history knowledge. - Wenke Huang 003; Mang Ye; Zekun Shi; He Li 054; Bo Du 001 (Sci. China Inf. Sci., 2025)

Kindle Federated Generalization With Domain Specialized and Invariant Knowledge. - Wenke Huang 003; Mang Ye; Zekun Shi; He Li 054; Bo Du 001 (IEEE Trans. Inf. Forensics Secur., 2025)

Concept-Based Lesion Aware Transformer for Interpretable Retinal Disease Diagnosis. - Chi Wen; Mang Ye; He Li 054; Ting Chen; Xuan Xiao (IEEE Trans. Medical Imaging, 2025)

Keeping Yourself is Important in Downstream Tuning Multimodal Large Language Model. - Wenke Huang 003; Jian Liang 001; Xianda Guo; Yiyang Fang; Guancheng Wan; Xuankun Rong; Chi Wen; Zekun Shi; Qingyun Li; Didi Zhu; Yanbiao Ma; Ke Liang; et al. (CoRR, 2025)

A Novel Manifold Optimization Algorithm With the Dual Function and a Fuzzy Valuation Step. - Weiping Liu; Youfa Liu; He Li 054; Jingui Zou (IEEE Trans. Fuzzy Syst., 2025)

A Retrieval-Augmented Multi-Agent Framework for Psychiatry Diagnosis. - Mengxi Xiao; Mang Ye; Ben Liu; Xiaofen Zong; He Li 054; Jimin Huang; Qianqian Xie; Min Peng 002 (CoRR, 2025)

S2FGL: Spatial Spectral Federated Graph Learning. - Zihan Tan; Suyuan Huang 003; Guancheng Wan; Wenke Huang 003; He Li 054; Mang Ye (CoRR, 2025)

WePerson: Generalizable Re-Identification From Synthetic Data With Single Query Adaptation. - He Li 054; Mang Ye; Kehua Su; Bo Du 001 (IEEE Trans. Biom. Behav. Identity Sci., 2025)