Official implementation of WWW 2024 paper "Cooperative Classification and Rationalization for Graph Generalization".
- Spurious-Motif: this dataset can be generated via
spmotif_gen/spmotif.ipynb
in DIR. - MNIST-75sp: this dataset can be downloaded here.
- Open Graph Benchmark (OGBG): this dataset can be downloaded when running c2r.sh.
To train C2R on OGBG dataset:
sh c2r.sh
To train C2R on Spurious-Motif dataset:
# cd spmotif_codes
sh c2r.sh
To train C2R on MNIST-75sp dataset:
# cd mnist_codes
sh c2r.sh
@inproceedings{yue2024cooperative,
title={Cooperative Classification and Rationalization for Graph Generalization},
author={Yue, Linan and Liu, Qi and Liu, Ye and Gao, Weibo and Yao, Fangzhou and Li, Wenfeng},
booktitle={Proceedings of the ACM Web Conference},
volume={2024},
year={2024}
}