Diagnosing GNN failure modes with layer-wise probe entropy
Read the original at arxiv.org→arXiv:2610.22595v1 Announce Type: new Abstract: Graph neural networks (GNNs) are typically evaluated only at their final layer, obscuring how task-relevant information evolves during message passing. We introduce a...
Original headline: "Diagnosing GNN Failure Modes with Layer-Wise Probe Entropy"
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- Oct 19, 04:00 UTC arXiv cs.LG lead source Diagnosing GNN Failure Modes with Layer-Wise Probe Entropy