Yangyang Wang

Federated Subgraph Learning via Global-Knowledge-Guided Node Generation

2025 · Sensors

Federated graph learning (FGL) is a combination of graph representation learning and federated learning that utilizes graph neural networks (GNNs) to process complex graph-structured data while addressing data silo issues. However, during the local training …