Beyond Message Passing: A Symbolic Alternative for Expressive and Interpretable Graph Learning

arXiv:2602.16947v2 Announce Type: replace Abstract: Graph Neural Networks (GNNs) have become essential in high-stakes domains such as drug discovery, yet their black-box nature remains a significant barrier to trustworthiness. While self-explainable GNNs attempt to bridge this...

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