On Explainability of Graph Neural Networks via Subgraph Explorations

Hao Yuan, Haiyang Yu, Jie Wang, Kang Li, Shuiwang Ji. On Explainability of Graph Neural Networks via Subgraph Explorations. In Marina Meila, Tong Zhang 0001, editors, Proceedings of the 38th International Conference on Machine Learning, ICML 2021, 18-24 July 2021, Virtual Event. Volume 139 of Proceedings of Machine Learning Research, pages 12241-12252, PMLR, 2021. [doi]

Authors

Hao Yuan

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Haiyang Yu

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Jie Wang

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Kang Li

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Shuiwang Ji

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