Simplicial message passing can be analyzed for oversquashing by collapsing its relational structure into an influence graph and applying graph-theoretic sensitivity, curvature, and rewiring tools.
Clique lifting of dimension 2 If G has |F | = k faces, then the clique K contains
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Demystifying Topological Message-Passing with Relational Structures: A Case Study on Oversquashing in Simplicial Message-Passing
Simplicial message passing can be analyzed for oversquashing by collapsing its relational structure into an influence graph and applying graph-theoretic sensitivity, curvature, and rewiring tools.