DisC

Code for replicating the results from the paper titled: "NeurIPS2022-Debiasing Graph Neural Networks via Learning Disentangled Causal Substructure"

paper: https://arxiv.org/pdf/2209.14107.pdf

                                                         The framework of DisC

Datasets

Datasets used for Table 1: https://drive.google.com/file/d/1pv_cFKYJxXpT4qJ6jgvNn17MIovZUrhA/view?usp=sharing

Unseen test set for Table 2: https://drive.google.com/file/d/18LE0RnUBksGHsbO0lFtEC0O4jiO7B9_J/view?usp=sharing # f[0] is the unbiased test set

Requirements

pip -r requirements.txt

Results Replicated

New Results present in the results