Forgetting Through Transforming: Enabling Federated Unlearning via Class-Aware Representation Transformationby Qi Guo, Zhen Tian, Minghao…
PFAttack: Stealthy Attack Bypassing Group Fairness in Federated Learningby Jiashi Gao, Ziwei Wang, Xiangyu Zhao,…
OledFL: Unleashing the Potential of Decentralized Federated Learning via Opposite Lookahead Enhancementby Qinglun Li, Miao…
Adaptive Guidance for Local Training in Heterogeneous Federated Learningby Jianqing Zhang, Yang Liu, Yang Hua,…
FedGraph: A Research Library and Benchmark for Federated Graph Learningby Yuhang Yao, Yuan Li, Xinyi…
Communication-Efficient Federated Group Distributionally Robust Optimizationby Zhishuai Guo, Tianbao YangFirst submitted to arxiv on: 8…
Federated Learning with Dynamic Client Arrival and Departure: Convergence and Rapid Adaptation via Initial Model…
Private and Communication-Efficient Federated Learning based on Differentially Private Sketchesby Meifan Zhang, Zhanhong Xie, Lihua…
Aiding Global Convergence in Federated Learning via Local Perturbation and Mutual Similarity Informationby Emanuel Buttaci,…
Over-the-Air Federated Learning in Cell-Free MIMO with Long-term Power Constraintby Yifan Wang, Cheng Zhang, Yuanndon…