An incentive mechanism for horizontal federated learning based on principle of compound interest. - Jingjing Guo; Liangcheng Xiong; Jiaxing Li 004; Jiuzun Liu; Siyi Tian; Haiyang Li (Phys. Commun., 2023)

TFL-DT: A Trust Evaluation Scheme for Federated Learning in Digital Twin for Mobile Networks. - Jingjing Guo; Zhiquan Liu; Siyi Tian; Feiran Huang; Jiaxing Li 004; Xinghua Li 001; Kostromitin Konstantin Igorevich; Jianfeng Ma 001 (IEEE J. Sel. Areas Commun., 2023)

LCEFL: A Lightweight Contribution Evaluation Approach for Federated Learning. - Jingjing Guo; Jiaxing Li 004; Zhiquan Liu; Yupeng Xiong; Yong Ma; Athanasios V. Vasilakos; Xinghua Li 001; Jianfeng Ma 001 (IEEE Trans. Mob. Comput., 2025)