OPEN clusters training graphs into inferred environments and trains a variational subgraph generator to explain GNN predictions across distribution shifts without model internals or edge weights.
Distribution shift detection for the postmarket surveillance of medical ai algorithms: a retro- spective simulation study.NPJ Digital Medicine, 7(1):120,
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Towards Comprehensive and Prerequisite-Free Explainer for Graph Neural Networks
OPEN clusters training graphs into inferred environments and trains a variational subgraph generator to explain GNN predictions across distribution shifts without model internals or edge weights.