2 papers
cs.LG2025
MAB-Based Channel Scheduling for Asynchronous Federated Learning in Non-Stationary Environments
Zhiyin Li, Yubo Yang, Tao Yang +3
Federated learning enables distributed model training across clients without raw data exchange, but in wireless implementations, frequent parameter updates cause high communication…
cs.LG2025
Efficient UAV Swarm-Based Multi-Task Federated Learning with Dynamic Task Knowledge Sharing
Yubo Yang, Tao Yang, Xiaofeng Wu +2
UAV swarms are widely used in emergency communications, area monitoring, and disaster relief. Coordinated by control centers, they are ideal for federated learning (FL) frameworks.…