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Graph-Based Integrated Gradients for Explaining Graph Neural Networks

Lachlan Simpson, Kyle Millar, Adriel Cheng, Cheng-Chew Lim, Hong-Gunn Chew. Graph-Based Integrated Gradients for Explaining Graph Neural Networks. In Miaomiao Liu 0001, Xin Yu 0002, Chang Xu, Yiliao Song, editors, AI 2025: Advances in Artificial Intelligence - 38th Australasian Joint Conference on Artificial Intelligence, AI 2025, Canberra, ACT, Australia, December 1-5, 2025, Proceedings, Part I. Volume 16370 of Lecture Notes in Computer Science, pages 150-162, Springer, 2025. [doi]

Authors

Lachlan Simpson

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Kyle Millar

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Adriel Cheng

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Cheng-Chew Lim

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Hong-Gunn Chew

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