Surveys

• [2024 TNNL] Federated Graph Neural Networks: Overview, Techniques, and Challenges https://ieeexplore.ieee.org/document/10428063

FL-ASSISTED GNNS

Horizontal FedGNNs

• https://openreview.net/forum?id=SJHRf5nW93
• https://arxiv.org/abs/2111.01370

Vertical FedGNNs

Other Resources

https://github.com/huweibo/Awesome-Federated-Learning-on-Graph-and-GNN-papers

https://github.com/youngfish42/Awesome-FL?tab=readme-ov-file#fl-on-graph-data-and-graph-neural-networks