Benchmark study of ten GNN explainers on eight architectures and six datasets that isolates usable components and issues practical recommendations.
Higher-order interaction goes neural: a substructure assembling graph attention network for graph classification
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Explaining the Explainers in Graph Neural Networks: a Comparative Study
Benchmark study of ten GNN explainers on eight architectures and six datasets that isolates usable components and issues practical recommendations.