Ruo-Meng Yuan

HCFSL-UAV: Hierarchical Cluster-Head Federated Split Learning for UAV Networks

Resource constraints, time-varying links, and heterogeneous data distributions make distributed model training difficult in unmanned aerial vehicle (UAV) networks. Conventional federated learning can impose substantial computational and communication burdens on resource-constrained UAVs, whereas existing split-learning...