GCA

This is the code for the WWW 2021 Paper: Graph Contrastive Learning with Adaptive Augmentation.

Usage

For example, to run GCA-Degree under WikiCS, execute:

python train.py --device cuda:0 --dataset WikiCS --param local:wikics.json --drop_scheme degree

Requirements

Citation

Please cite our paper if you use the code:

@inproceedings{zhu2021graph,
  title={Graph contrastive learning with adaptive augmentation},
  author={Zhu, Yanqiao and Xu, Yichen and Yu, Feng and Liu, Qiang and Wu, Shu and Wang, Liang},
  booktitle={Proceedings of the Web Conference 2021},
  pages={2069--2080},
  year={2021}
}