Limits, approximation and size transferability for GNNs on sparse graphs via graphops

Thien Le, Stefanie Jegelka. Limits, approximation and size transferability for GNNs on sparse graphs via graphops. In Alice Oh, Tristan Naumann, Amir Globerson, Kate Saenko, Moritz Hardt, Sergey Levine, editors, Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023. 2023. [doi]

Abstract

Abstract is missing.