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Reinforced Causal Explainer for Graph Neural Networks, TPAMI2022

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Reinforced Causal Explainer for Graph Neural Networks

PyTorch implementation for Reinforced Causal Explainer for Graph Neural Networks

Xiang Wang, Yingxin Wu, An Zhang, Fuli Feng, Xiangnan He and Tat-Seng Chua

In TPAMI.

Dependencies & Dataset

Reproductivity

To reproduce the results in our paper, simply run

bash running_mutag.sh
bash running_vg.sh
bash running_reddit5k.sh

Hyper-parameter settings are shown below: