PGExplainer

Researchers introduced WOMBAT, a benchmark of 14 whitebox graph neural networks (GNNs) whose message-passing weights are hand-set to detect a specific SMARTS motif, providing attribution ground truth …

Researchers introduced Graph Circuit Learning (GCL), a supervised, amortized framework that trains a graph neural network across multiple model-task pairs to localize circuits in transformer computati…