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}
}