A survey reviewing graph rewiring methods that modify topology to mitigate over-squashing and over-smoothing in GNNs.
Ollivier’s ricci curvature, local clustering and curvature-dimension inequalities on graphs.Discrete & Computational Geom- etry, 51(2):300–322
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Graph Rewiring in GNNs to Mitigate Over-Squashing and Over-Smoothing: A Survey
A survey reviewing graph rewiring methods that modify topology to mitigate over-squashing and over-smoothing in GNNs.