Towards Understanding and Reducing Graph Structural Noise for GNNs

Mingze Dong, Yuval Kluger. Towards Understanding and Reducing Graph Structural Noise for GNNs. 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 8202-8226, PMLR, 2023. [doi]

Abstract

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