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FlowX: Towards Explainable Graph Neural Networks via Message Flows


Jun 26, 2022
Shurui Gui, Hao Yuan, Jie Wang, Qicheng Lao, Kang Li, Shuiwang Ji

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GOOD: A Graph Out-of-Distribution Benchmark


Jun 16, 2022
Shurui Gui, Xiner Li, Limei Wang, Shuiwang Ji

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DIG: A Turnkey Library for Diving into Graph Deep Learning Research


Mar 23, 2021
Meng Liu, Youzhi Luo, Limei Wang, Yaochen Xie, Hao Yuan, Shurui Gui, Zhao Xu, Haiyang Yu, Jingtun Zhang, Yi Liu, Keqiang Yan, Bora Oztekin, Haoran Liu, Xuan Zhang, Cong Fu, Shuiwang Ji

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Explainability in Graph Neural Networks: A Taxonomic Survey


Dec 31, 2020
Hao Yuan, Haiyang Yu, Shurui Gui, Shuiwang Ji

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