Automorphism-induced non-canonicity in top-k explanations of graph neural networks
Read the original at arxiv.org→arXiv:2607.26344v1 Announce Type: new Abstract: A gradient-based GNN explainer given a molecule with two chemically equivalent nitro groups assigns them attribution scores that are equal to the last bit. It cannot...
Original headline: "Automorphism-Induced Non-Canonicity in Top-k Explanations of Graph Neural Networks"
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- Jul 30, 04:00 UTC arXiv cs.LG lead source Automorphism-Induced Non-Canonicity in Top-k Explanations of Graph Neural Networks