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GNNExplainer: Generating Explanations for Graph Neural Networks

Graph Neural Networks (GNNs) are a powerful tool for machine learning on graphs. GNNs combine node feature information with the graph structure by recursively passing neural messages along edges of the input graph. However, incorporating both graph structure and feature information leads to complex...

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Bibliographische Detailangaben
Veröffentlicht in:Adv Neural Inf Process Syst
Hauptverfasser: Ying, Rex, Bourgeois, Dylan, You, Jiaxuan, Zitnik, Marinka, Leskovec, Jure
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2019
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7138248/
https://ncbi.nlm.nih.gov/pubmed/32265580
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