This is the source code of AAAI'23 paper "Beyond Smoothing: Unsupervised Graph Representation Learning with Edge Heterophily Discriminating".
This code requires the following:
- Python==3.9
- Pytorch==1.11.0
- Pytorch Geometric==2.0.4
- DGL==0.8.0
- Numpy==1.21.2
- Scikit-learn==1.0.2
- Scipy==1.7.3
Just run the script corresponding to the dataset you want. For instance:
bash script/run_cora.sh
If you compare with, build on, or use aspects of this work, please cite the following:
@inproceedings{
liu2023beyond,
title={Beyond Smoothing: Unsupervised Graph Representation Learning with Edge Heterophily Discriminating},
author={Liu, Yixin and Zheng, Yizhen and Zhang, Daokun and Lee, Vincent and Pan, Shirui},
booktitle={AAAI},
year={2023}
}