Federated Graph Learning Resources
Federated Learning
Introduction
Survey
A Survey on Federated Learning Systems: Vision, Hype and Reality for Data Privacy and Protection
Federated Learning:Challenges, Methods, and Future Directions
Federated Learning in Mobile Edge Networks: A Comprehensive Survey
Privacy and Robustness in Federated Learning: Attacks and Defenses
From Distributed Machine Learning to Federated Learning: A Survey
Robust and Privacy-Preserving Collaborative Learning: A Comprehensive Survey
Non-IID
FL & GNN
GNN
Material
Graph neural networks: A review of methods and applications
Github Awesome-GNN-Research
Code
Trustworthy GNN
Robustness
Privacy
Interpretability & Explainability
Others
Heterogeneous GNN