PGExplainer

This is a Tensorflow implementation of the paper: Parameterized Explainer for Graph Neural Network

https://arxiv.org/abs/2011.04573

NeurIPS 2020

Requirements

Python 3.6.8
tensorflow 2.0
networkx

References

@article{luo2020parameterized,
  title={Parameterized Explainer for Graph Neural Network},
  author={Luo, Dongsheng and Cheng, Wei and Xu, Dongkuan and Yu, Wenchao and Zong, Bo and Chen, Haifeng and Zhang, Xiang},
  journal={Advances in Neural Information Processing Systems},
  volume={33},
  year={2020}
}

Pytorch Implementation

Here are several re-implementations and reproduction reports from other groups. Thanks very much these researchers for re-implementing PGExplainer to make it more easy to use!