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ENTITY Spectral Flow Certificates

Spectral Flow Certificates

PulseAugur coverage of Spectral Flow Certificates — every cluster mentioning Spectral Flow Certificates across labs, papers, and developer communities, ranked by signal.

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  1. TOOL · CL_165113 ·

    New metric predicts GNN performance based on graph structure

    Researchers have developed Spectral Flow Certificates (SFCs) to predict the performance of graph neural networks (GNNs) on long-range tasks. These scalars, computed from a graph's Laplacian in seconds without training, …