most citedIt Takes a Graph to Know a Graph: Rewiring for Homophily with a Reference Graph

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cs.LG2025★ 1 cited

It Takes a Graph to Know a Graph: Rewiring for Homophily with a Reference Graph

Harel Mendelman, Haggai Maron, Ronen Talmon

Graph Neural Networks (GNNs) excel at analyzing graph-structured data but struggle on heterophilic graphs, where connected nodes often belong to different classes. While this chall…