GraphFramEx: Towards Systematic Evaluation of Explainability Methods for Graph Neural Networks

Kenza Amara, Zhitao Ying, Zitao Zhang, Zhichao Han, Yang Zhao, Yinan Shan, Ulrik Brandes, Sebastian Schemm, Ce Zhang 0001. GraphFramEx: Towards Systematic Evaluation of Explainability Methods for Graph Neural Networks. In Bastian Rieck, Razvan Pascanu, editors, Learning on Graphs Conference, LoG 2022, 9-12 December 2022, Virtual Event. Volume 198 of Proceedings of Machine Learning Research, pages 44, PMLR, 2022. [doi]

Abstract

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