huweibo / Awesome-Federated-Learning-on-Graph-and-GNN-papers
Federated learning on graph, especially on graph neural networks (GNNs), knowledge graph, and private GNN.
☆337Updated last year
Alternatives and similar repositories for Awesome-Federated-Learning-on-Graph-and-GNN-papers:
Users that are interested in Awesome-Federated-Learning-on-Graph-and-GNN-papers are comparing it to the libraries listed below
- FedGraphNN: A Federated Learning Platform for Graph Neural Networks with MLOps Support. The previous research version is accepted to ICLR…☆180Updated last year
- My future research☆408Updated last year
- Code for Subgraph Federated Learning with Missing Neighbor Generation (NeurIPS 2021)☆74Updated 3 years ago
- Official Code for FedGCN [NeurIPS 2023]☆64Updated 3 months ago
- code of FedGNN☆88Updated 2 years ago
- FedGraph (Federated Graph) is a library built upon PyTorch to easily train Graph Neural Networks (GNNs) under federated (distributed) set…☆47Updated 2 weeks ago
- A project for collecting and showing the current research progress of FedRec☆140Updated last year
- Official PyTorch implementation of "Cross-Node Federated Graph Neural Network for Spatio-Temporal Modeling".☆66Updated 3 years ago
- [AAAI'23] Federated Learning on Non-IID Graphs via Structural Knowledge Sharing☆62Updated 2 years ago
- IJCAI-Personalized Federated Learning with Graph☆52Updated last year
- Official Code for FedRule: Federated Rule Recommendation System with Graph Neural Networks☆11Updated last year
- SpreadGNN: Serverless Multi-Task Learning Framework for Graph Neural Networks. Accepted to AAAI22.☆47Updated 2 years ago
- This repository is the implementation of Federated Graph Classification over Non-IID Graphs.☆42Updated last year
- Locally Private Graph Neural Networks (ACM CCS 2021)☆45Updated last year
- ☆24Updated 4 months ago
- This repository aims to provide links to works about privacy attacks and privacy preservation on graph data with Graph Neural Networks (G…☆23Updated last year
- ☆62Updated 5 years ago
- Code for Federated Social Recommendation with Graph Neural Network☆26Updated 2 years ago
- Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)☆294Updated 3 years ago
- Official implementation of "Graph Unlearning" (ACM CCS 2022)☆46Updated 2 years ago
- Official Code Repository for the paper - Personalized Subgraph Federated Learning (ICML 2023)☆48Updated last year
- Source code for Learn Locally Correct Globally☆14Updated 3 years ago
- Codebase for An Efficient Framework for Clustered Federated Learning.☆115Updated 4 years ago
- A collection of research papers on Federated Recommender Systems.