ZooPFL: Exploring Black-box Foundation Models for Personalized Federated Learning. - Wang Lu; Hao Yu 023; Jindong Wang 001; Damien Teney; Haohan Wang; Yiqiang Chen 001; Qiang Yang 001; Xing Xie 001; Xiangyang Ji (CoRR, 2023)

FedProK: Trustworthy Federated Class-Incremental Learning via Prototypical Feature Knowledge Transfer. - Xin Gao 038; Xin Yang 012; Hao Yu 023; Yan Kang 001; Tianrui Li 001 (CVPR Workshops, 2024)

Personalized Federated Continual Learning via Multi-Granularity Prompt. - Hao Yu 023; Xin Yang 012; Xin Gao 038; Yan Kang 001; Hao Wang 068; Junbo Zhang 004; Tianrui Li 001 (KDD, 2024)

Overcoming Spatial-Temporal Catastrophic Forgetting for Federated Class-Incremental Learning. - Hao Yu 023; Xin Yang 012; Xin Gao 038; Yihui Feng; Hao Wang 068; Yan Kang 001; Tianrui Li 001 (ACM Multimedia, 2024)

Addressing Spatial-Temporal Data Heterogeneity in Federated Continual Learning via Tail Anchor. - Hao Yu 023; Xin Yang 012; Le Zhang 001; Hanlin Gu; Tianrui Li 001; Lixin Fan; Qiang Yang 001 (CoRR, 2024)

Federated Continual Learning via Knowledge Fusion: A Survey. - Xin Yang 012; Hao Yu 023; Xin Gao 038; Hao Wang 068; Junbo Zhang 004; Tianrui Li 001 (IEEE Trans. Knowl. Data Eng., 2024)

Handling Spatial-Temporal Data Heterogeneity for Federated Continual Learning via Tail Anchor. - Hao Yu 023; Xin Yang 012; Le Zhang 001; Hanlin Gu; Tianrui Li 001; Lixin Fan; Qiang Yang 001 (CVPR, 2025)

A New Perspective on Privacy Protection in Federated Learning with Granular-Ball Computing. - Guannan Lai; Yihui Feng; Xin Yang 012; Xiaoyu Deng; Hao Yu 023; Shuyin Xia; Guoyin Wang 001; Tianrui Li 001 (CoRR, 2025)

Ten Challenging Problems in Federated Foundation Models. - Tao Fan 002; Hanlin Gu; Xuemei Cao 001; Chee Seng Chan; Qian Chen; Yiqiang Chen 001; Yihui Feng; Yang Gu 001; Jiaxiang Geng; Bing Luo; Shuoling Liu; WinKent Ong; et al. (IEEE Trans. Knowl. Data Eng., 2025)

Large-Small Model Collaborative Framework for Federated Continual Learning. - Hao Yu 023; Xin Yang 012; Boyang Fan; Xuemei Cao 001; Hanlin Gu; Lixin Fan; Qiang Yang 001 (CoRR, 2025)