GNN Explainer: A Tool for Post-hoc Explanation of Graph Neural Networks.

arXiv: Learning, (2019)

被引用29|浏览290
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Graph Neural Networks (GNNs) are a powerful tool for machine learning on graphs. GNNs combine node feature information with the graph structure by using neural networks to pass messages through edges in the graph. However, incorporating both graph structure and feature information leads to complex non-linear models and explaining predicti...更多

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