Enabling Collaborative Test-Time Adaptation in Dynamic Environment via Federated Learning. - Jiayuan Zhang 001; Xuefeng Liu 001; Yukang Zhang; Guogang Zhu; Jianwei Niu 002; Shaojie Tang 001 (KDD, 2024)

DualFed: Enjoying both Generalization and Personalization in Federated Learning via Hierachical Representations. - Guogang Zhu; Xuefeng Liu 001; Jianwei Niu 002; Shaojie Tang 001; Xinghao Wu; Jiayuan Zhang 001 (ACM Multimedia, 2024)

Learning by imitating the classics: Mitigating class imbalance in federated learning via simulated centralized learning. - Guogang Zhu; Xuefeng Liu 001; Jianwei Niu 002; Yucheng Wei; Shaojie Tang 001; Jiayuan Zhang 001 (Expert Syst. Appl., 2024)

OpenPRM: Building Open-domain Process-based Reward Models with Preference Trees. - Kaiyan Zhang; Jiayuan Zhang 001; Haoxin Li; Xuekai Zhu; Ermo Hua; Xingtai Lv; Ning Ding 002; Biqing Qi; Bowen Zhou 002 (ICLR, 2025)

Enhancing Visual Representation with Textual Semantics: Textual Semantics-Powered Prototypes for Heterogeneous Federated Learning. - Xinghao Wu; Jianwei Niu 002; Xuefeng Liu 001; Guogang Zhu; Jiayuan Zhang 001; Shaojie Tang 001 (CoRR, 2025)