Relevant Walk Search for Explaining Graph Neural Networks

Ping Xiong, Thomas Schnake, Michael Gastegger, Grégoire Montavon, Klaus-Robert Müller, Shinichi Nakajima. Relevant Walk Search for Explaining Graph Neural Networks. In Andreas Krause 0001, Emma Brunskill, KyungHyun Cho, Barbara Engelhardt, Sivan Sabato, Jonathan Scarlett, editors, International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA. Volume 202 of Proceedings of Machine Learning Research, pages 38301-38324, PMLR, 2023. [doi]

Authors

Ping Xiong

This author has not been identified. Look up 'Ping Xiong' in Google

Thomas Schnake

This author has not been identified. Look up 'Thomas Schnake' in Google

Michael Gastegger

This author has not been identified. Look up 'Michael Gastegger' in Google

Grégoire Montavon

This author has not been identified. Look up 'Grégoire Montavon' in Google

Klaus-Robert Müller

This author has not been identified. Look up 'Klaus-Robert Müller' in Google

Shinichi Nakajima

This author has not been identified. Look up 'Shinichi Nakajima' in Google