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ENTITY Ramanujan graphs

Ramanujan graphs

PulseAugur coverage of Ramanujan graphs — every cluster mentioning Ramanujan graphs across labs, papers, and developer communities, ranked by signal.

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  1. TOOL · CL_110005 ·

    Ramanujan Graphs Enhance Graph Neural Networks by Mitigating Over-Squashing

    Researchers have introduced Ramanujan Propagation, a novel graph rewiring strategy designed to enhance Graph Neural Networks (GNNs). This method utilizes Ramanujan graphs to address the over-squashing problem, where lar…