Robust Counterfactual Explanations on Graph Neural Networks

Mohit Bajaj, Lingyang Chu, Zi Yu Xue, Jian Pei, Lanjun Wang, Peter Cho-Ho Lam, Yong Zhang. Robust Counterfactual Explanations on Graph Neural Networks. In Marc'Aurelio Ranzato, Alina Beygelzimer, Yann N. Dauphin, Percy Liang, Jennifer Wortman Vaughan, editors, Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual. pages 5644-5655, 2021. [doi]

@inproceedings{BajajCXPWLZ21,
  title = {Robust Counterfactual Explanations on Graph Neural Networks},
  author = {Mohit Bajaj and Lingyang Chu and Zi Yu Xue and Jian Pei and Lanjun Wang and Peter Cho-Ho Lam and Yong Zhang},
  year = {2021},
  url = {https://proceedings.neurips.cc/paper/2021/hash/2c8c3a57383c63caef6724343eb62257-Abstract.html},
  researchr = {https://researchr.org/publication/BajajCXPWLZ21},
  cites = {0},
  citedby = {0},
  pages = {5644-5655},
  booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual},
  editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan},
}