Oversquashing in GNNs through the lens of information contraction and graph expansion

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Authors: Pradeep Kr. Banerjee; Kedar Karhadkar; Yu Guang Wang; Uri Alon; Guido Montufar

Journal title: 58th Annual Allerton Conference on Communication, Control, and Computing (Allerton)

Journal number: 58

Journal publisher: IEEE

Published year: 2022

Published pages: 1-8

DOI identifier: 10.1109/allerton49937.2022.9929363