2025
ADPFedGNN: Adaptive Decoupling Personalized Federated Graph Neural Network
IJCAI 2025
Personalized federated graph neural networks (PFGNN) are an emerging technology that allows multiple graph data owners to collaboratively train personalized models without sharing raw data. However, the Non-IID nature of graph data can cause the coupling of global and local knowledge parameters, whi