PACE: Propagation-Aware Collaborative Correction for One-Shot Personalized Federated Graph Learning

Ruizhe Huang, Chengran Li, Xiaochuan Shi

Client heterogeneity creates both an opportunity and a risk in personalized federated graph learning. Knowledge held by other subgraphs may complement a receiver's Local model, but…