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Generating diagnostic and actionable explanations for fair graph neural networks

Zhenzhong Wang and Qingyuan Zeng and Wanyu Lin and Min Jiang and Kay Chen Tan

AAAI 2024 · published

Links pending

Contribution

Turns fairness diagnostics into actionable explanations for graph neural networks.

BibTeX

@inproceedings{wang2024generating,
  title={Generating diagnostic and actionable explanations for fair graph neural networks},
  author={Wang, Zhenzhong and Zeng, Qingyuan and Lin, Wanyu and Jiang, Min and Tan, Kay Chen},
  booktitle={Proceedings of the AAAI Conference on Artificial Intelligence},
  volume={38},
  number={19},
  pages={21690--21698},
  year={2024},
}