Beyond Rigid Alignment: Graph Federated Learning via Dual Manifold Calibration

Wentao Yu, Bo Han, Jie Yang +1

Graph Federated Learning (GFL) enables collaborative representation learning across distributed subgraphs while preserving privacy. However, heterogeneity remains a critical challe…