most citedResidual Connections and Normalization Can Provably Prevent Oversmoothing in GNNs

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cs.SI2026

Higher order trade-offs in hypergraph community detection

Jiaze Li, Michael T. Schaub, Leto Peel

Extending community detection from pairwise networks to hypergraphs introduces fundamental theoretical challenges. Hypergraphs exhibit structural heterogeneity with no direct graph…