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]
@inproceedings{XiongSGMMN23,
title = {Relevant Walk Search for Explaining Graph Neural Networks},
author = {Ping Xiong and Thomas Schnake and Michael Gastegger and Grégoire Montavon and Klaus-Robert Müller and Shinichi Nakajima},
year = {2023},
url = {https://proceedings.mlr.press/v202/xiong23b.html},
researchr = {https://researchr.org/publication/XiongSGMMN23},
cites = {0},
citedby = {0},
pages = {38301-38324},
booktitle = {International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA},
editor = {Andreas Krause 0001 and Emma Brunskill and KyungHyun Cho and Barbara Engelhardt and Sivan Sabato and Jonathan Scarlett},
volume = {202},
series = {Proceedings of Machine Learning Research},
publisher = {PMLR},
}