Graph-COM/GSAT

Node Classification

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Hi, thanks for organizing the code so neatly, I am wondering if the code applicable for node classification task. If yes, can you please point out which part should be changed?

siqim commented

Hi! In our paper and implementation, we do not evaluate our method on node-level tasks, but it should be easy to transfer GSAT to node-level tasks. A typical way to apply perturbation-based methods on node-level tasks is to utilize local computation graphs. Take a look at Algorithm 1 from Appendix A of PGExplainer, where a detailed description is provided.

Thank you for your interest in our work. Let me know if you have any other questions.