AI RESEARCH
Invariant-Based Weight Sharing for Message Passing
arXiv CS.LG
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ArXi:2605.25750v1 Announce Type: new Message-passing neural networks (MPNNs) are a powerful framework for learning representations of graph-structured domains. However, weights in MPNNs act on features only, limiting their ability to capture structural patterns. We