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    Graph learning· 2016

    Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering

    Michaël Defferrard (first author) · 2016

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    arXiv 1606.09375OpenAlex W2468907370

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    Why it matters

    Introduced efficient localized spectral filters using Chebyshev polynomials.

    Condensed from the expert lists' notes.

    The record

    First released
    2016 (from arXiv 1606.09375)
    Citations
    8,971 citations, as counted by Semantic Scholar logoSemantic Scholar (non-commercial licence)
    Named by
    both expert lists
    Score
    0.549 · computed rank 192 · consensus 0.84, must-read 0, citations percentile 0.848 (2010s · graphs), awards 0, existing lists 0. Method

    Data sources

    Catalogue data from OpenAlex (CC0), Crossref (CC0 metadata; no abstracts are shown), arXiv, and Papers With Code (CC BY-SA 4.0), and Semantic Scholar logoSemantic Scholar (used under its non-commercial API licence). Each count names its source. See the method.