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Awesome-Federated-Learning-on-Graph-and-GNN-papers

Federated learning on graph, especially on graph neural networks (GNNs), knowledge graph, and private GNN.
https://github.com/huweibo/Awesome-Federated-Learning-on-Graph-and-GNN-papers

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Federated Learning on Graph Neural Networks
- Algorithm Papers
- Survey Papers
  - Arxiv 2021\
  - Arxiv 2022\
Federated Learning on Graphs
Federated Learning on Knowledge Graph
- Algorithm Papers
Private Graph Neural Networks
- Algorithm Papers
Graph Neural Networks: Survey
- Algorithm Papers
  - IEEE TNNLS 2020\
  - IEEE TKDE 2020\
  - AI Open\
  - ArXiv 2021\ - - [GitHub repo of all reviewed papers](https://github.com/basiralab/GNNs-in-Network-Neuroscience)
  - ArXiv 2021\ - - [GitHub repo of all reviewed papers](https://github.com/basiralab/GNNs-in-Network-Neuroscience)
  - IEEE TNNLS 2020\
Federated Graph Learning on IoT Devices
- Algorithm Papers
  - IoTDI 2023 - yao/FedRule)
  - NeurIPS 2023 Dataset Track
Federated Learning: Survey
- Algorithm Papers

Categories

Federated Learning on Graph Neural Networks 92 Private Graph Neural Networks 9 Federated Learning on Graphs 7 Graph Neural Networks: Survey 6 Federated Learning on Knowledge Graph 6 Federated Learning: Survey 3 Federated Graph Learning on IoT Devices 2

Sub Categories

Algorithm Papers 116 Survey Papers 2