2025
OASIS: One-Shot Federated Graph Learning via Wasserstein Assisted Knowledge Integration
NeurIPS 2025poster
Federated Graph Learning (FGL) offers a promising framework for collaboratively training Graph Neural Networks (GNNs) while preserving data privacy. In resource-constrained environments, One-shot Federated Learning (OFL) emerges as an effective solution by limiting communication to a single round. C…