Chuhai Cai

DecFus: Decentralized Layer-wise Fusion with Dynamic Exploration and Exploitation

Decentralized Federated Learning (DFL) enables collaborative model training across connected clients without a central server, effectively mitigating communication bottlenecks and avoiding the single point of failure in Centralized Federated Learning (CFL). However, existing DFL methods mostly focus…