Rendering Wireless Environments Useful for Gradient Estimators: A Zero-Order Stochastic Federated Learning Methodby Elissa Mhanna,…
Spectral Co-Distillation for Personalized Federated Learningby Zihan Chen, Howard H. Yang, Tony Q.S. Quek, Kai…
Communication-Efficient Multimodal Federated Learning: Joint Modality and Client Selectionby Liangqi Yuan, Dong-Jun Han, Su Wang,…
FedGT: Federated Node Classification with Scalable Graph Transformerby Zaixi Zhang, Qingyong Hu, Yang Yu, Weibo…
P3LS: Partial Least Squares under Privacy Preservationby Du Nguyen Duy, Ramin Nikzad-LangerodiFirst submitted to arxiv…
Communication-Efficient Federated Learning through Adaptive Weight Clustering and Server-Side Distillationby Vasileios Tsouvalas, Aaqib Saeed, Tanir…
Cross-Modal Prototype based Multimodal Federated Learning under Severely Missing Modalityby Huy Q. Le, Chu Myaet…
The Risk of Federated Learning to Skew Fine-Tuning Features and Underperform Out-of-Distribution Robustnessby Mengyao Du,…
Mitigating System Bias in Resource Constrained Asynchronous Federated Learning Systemsby Jikun Gao, Ioannis Mavromatis, Peizheng…
On Principled Local Optimization Methods for Federated Learningby Honglin YuanFirst submitted to arxiv on: 24…