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    Awesome Explainable Graph Reasoning

    Awesome Explainable Graph Reasoning

    A collection of research papers and software related to explainability

    ...In the area of graph data, graph neural networks (GNNs) and their explainability are experiencing rapid developments. However, there is neither a unified treatment of GNN explainability methods, nor a standard benchmark and testbed for evaluations. In this survey, we provide a unified and taxonomic view of current GNN explainability methods.
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