CondPSE: a polynomial-filtered structural encoder with conditional modulation for graphs
Read the original at arxiv.org→arXiv:2607.25169v1 Announce Type: new Abstract: Message-passing graph neural networks are bounded by the 1-WL test and can miss topological structure that distinguishes non-isomorphic graphs. Positional and...
Original headline: "CondPSE: A Polynomial-Filtered Structural Encoder with Conditional Modulation for Graphs"
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- Jul 29, 04:00 UTC arXiv cs.LG lead source CondPSE: A Polynomial-Filtered Structural Encoder with Conditional Modulation for Graphs