zhiqiangzhongddu / PosthocGnnExplainerRobust

[LOG] On the Robustness of Post-hoc GNN Explainers to Label Noise (https://arxiv.org/pdf/2309.01706)

On the Robustness of Post-hoc GNN Explainers to Label Noise

Code to re-produce the results of our paper.

Data requirement

All datasets we used in the paper are all public datasets which can be downloaded from the internet or can be generated with our provided code.

Code execution

The notebook file is given to show the execution.

Cite

Please cite our paper if it is helpful in your own work:

@inproceedings{
zhong2023on,
title={On the Robustness of Post-hoc {GNN} Explainers to Label Noise},
author={Zhiqiang Zhong and Yangqianzi Jiang and Davide Mottin},
booktitle={The Second Learning on Graphs Conference},
year={2023},
url={https://openreview.net/forum?id=BWZnVy021e}
}