Federated Learning

代表论文：

1.Hao Zhang, Chenglin Li, Nuowen Kan, Ziyang Zheng, Wenrui Dai, Junni Zou, Hongkai Xiong, “Improving Generalization in Federated Learning with Model-Data Mutual Information Regularization: A Posterior Inference Approach,” accepted by Thirty-eighth Annual Conference on Neural Information Processing Systems (NeurIPS), Vancouver, Canada, Dec. 2024.

2.Hao Zhang, Chenglin Li, Wenrui Dai, Junni Zou, Hongkai Xiong “Stabilizing and Accelerating Federated Learning on Heterogeneous Data”, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024.