Awesome
Scaling-Up-Graph-Neural-Networks-Via-Graph-Coarsening
Code for the KDD 2021 paper "Scaling Up Graph Neural Networks Via Graph Coarsening"
Requirements
- python == 3.7
- pytorch == 1.5.0
- torch-geometric == 1.5.0
- numpy == 1.18.1
- pygsp == 0.5.1
Cite
Please cite our paper if you use this code in your own work:
@inproceedings{huang2021coarseninggcn,
title={Scaling Up Graph Neural Networks Via Graph Coarsening},
author={Zengfeng Huang, Shengzhong Zhang, Chong Xi, Tang Liu and Min Zhou},
booktitle={In Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD '21)},
year={2021}
}