Federated learning on graph, especially on graph neural networks (GNNs), knowledge graph, and private GNN.
☆346Feb 21, 2024Updated 2 years ago
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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official PyTorch implementation of "Cross-Node Federated Graph Neural Network for Spatio-Temporal Modeling".☆70Oct 18, 2021Updated 4 years ago
- Code for Subgraph Federated Learning with Missing Neighbor Generation (NeurIPS 2021)☆83Dec 10, 2021Updated 4 years ago
- Official Code for FedGCN [NeurIPS 2023]☆75Jan 18, 2025Updated last year
- FedGraphNN: A Federated Learning Platform for Graph Neural Networks with MLOps Support. The previous research version is accepted to ICLR…☆184Dec 19, 2023Updated 2 years ago
- This repository is the implementation of Federated Graph Classification over Non-IID Graphs.☆46Jun 8, 2023Updated 3 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- My future research☆413Jun 10, 2023Updated 3 years ago
- Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)☆2,005May 20, 2026Updated 2 months ago
- FedGraph (Federated Graph) is a library built upon PyTorch to easily train Graph Neural Networks under federated setting.☆73Updated this week
- An easy-to-use federated learning platform☆1,540Aug 10, 2024Updated last year
- SpreadGNN: Serverless Multi-Task Learning Framework for Graph Neural Networks. Accepted to AAAI22.☆50Aug 24, 2022Updated 3 years ago
- Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond☆2,085May 30, 2024Updated 2 years ago
- FedGS: Federated Graph-based Sampling with Arbitrary Client Availability, arxiv.org/abs/2211.13975) was accepted by AAAI 2023 Conference.☆17Jan 4, 2023Updated 3 years ago
- IJCAI-Personalized Federated Learning with Graph☆58May 27, 2023Updated 3 years ago
- [Paper][IJCKG2021] FedE: Embedding Knowledge Graphs in Federated Setting☆26Apr 15, 2022Updated 4 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- A project for collecting and showing the current research progress of FedRec☆143Oct 17, 2023Updated 2 years ago
- code of FedGNN☆97May 12, 2022Updated 4 years ago
- [AAAI'23] Federated Learning on Non-IID Graphs via Structural Knowledge Sharing☆71Nov 24, 2022Updated 3 years ago
- ☆10Mar 31, 2022Updated 4 years ago
- Master Federated Learning in 2 Hours—Run It on Your PC!☆2,148Jan 25, 2026Updated 6 months ago
- This repository contains python scripts related to a research that is intended to run graph convolution neural networks in federated mann…☆15Sep 19, 2020Updated 5 years ago
- FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai☆2,017Sep 3, 2022Updated 3 years ago
- ☆17Aug 5, 2024Updated last year
- Official Code Repository for Personalized Subgraph Federated Learning (ICML 2023)☆56Jul 2, 2023Updated 3 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.☆737Nov 16, 2025Updated 8 months ago
- Source code for IJCKG 2021 paper "FedE: Embedding Knowledge Graphs in Federated Setting"☆25Apr 15, 2022Updated 4 years ago
- A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.☆828Oct 20, 2025Updated 9 months ago
- 武汉大学本科毕设代码--图联邦学习系统设计与实现☆14Jun 5, 2023Updated 3 years ago
- ☆164Dec 23, 2022Updated 3 years ago
- Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).☆1,728Feb 2, 2024Updated 2 years ago
- FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a …☆4,055Oct 28, 2025Updated 9 months ago
- Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data☆1,437May 7, 2024Updated 2 years ago
- ☆30May 8, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Personalized federated learning codebase for research☆414Oct 4, 2023Updated 2 years ago
- 联邦学习☆1,151Mar 14, 2023Updated 3 years ago
- Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)☆617Feb 26, 2024Updated 2 years ago
- Code for Federated Learning with Matched Averaging, ICLR 2020.☆342Dec 5, 2021Updated 4 years ago
- [ICML 2023] Optimizing the Collaboration Structure in Cross-Silo Federated Learning. Wenxuan Bao, Haohan Wang, Jun Wu, Jingrui He.☆21Jul 25, 2023Updated 3 years ago
- KDD 2023 accepted paper, FedCP: Separating Feature Information for Personalized Federated Learning via Conditional Policy☆35Dec 17, 2024Updated last year
- A Note On Over-Smoothing for Graph Neural Network☆20Jun 29, 2020Updated 6 years ago