A two-stage federated learning method for personalization via selective collaboration. - Jiuyun Xu; Liang Zhou; Yingzhi Zhao; Xiaowen Li; Kongshang Zhu; Xiangrui Xu 004; Qiang Duan; Ruru Zhang (Comput. Commun., 2025)

TEG-DI: Dynamic incentive model for Federated Learning based on Tripartite Evolutionary Game. - Jiuyun Xu; Yingzhi Zhao; Xiaowen Li; Liang Zhou; Kongshang Zhu; Xiangrui Xu 004; Qiang Duan; Ruru Zhang (Neurocomputing, 2025)

Two-stage model fusion scheme based on knowledge distillation for stragglers in federated learning. - Jiuyun Xu; Xiaowen Li; Kongshang Zhu; Liang Zhou; Yingzhi Zhao (Int. J. Mach. Learn. Cybern., 2025)