Welcome to OpenFGL’s documentation!

OpenFGL is a benchmark for Federated Graph Learning. It provides a fair and comprehensive platform to evaluate existing FGL works and facilitate future FGL research.

Note

This project is under active development.

Citation

Please cite our paper (and the respective papers of the methods used) if you use this code in your own work:

@misc{li2024openfglcomprehensivebenchmarksfederated,
   title={OpenFGL: A Comprehensive Benchmarks for Federated Graph Learning},
   author={Xunkai Li and Yinlin Zhu and Boyang Pang and Guochen Yan and Yeyu Yan and Zening Li and Zhengyu Wu and Wentao Zhang and Rong-Hua Li and Guoren Wang},
   year={2024},
   eprint={2408.16288},
   archivePrefix={arXiv},
   primaryClass={cs.LG},
   url={https://arxiv.org/abs/2408.16288},
}

Installation

pip install openfgl-lib==1.0.2

Getting Started

Modules

Resources

FGL studies