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Geometry-Aware Simplicial Message Passing

cs.LG · 2026-05-07 · unverdicted · novelty 7.0

GSWL test bounds the power of geometry-aware simplicial message passing, can be matched by such networks on finite families, and together with the Euler Characteristic Transform yields a complete geometric expressivity characterization.

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  • Geometry-Aware Simplicial Message Passing cs.LG · 2026-05-07 · unverdicted · none · ref 19

    GSWL test bounds the power of geometry-aware simplicial message passing, can be matched by such networks on finite families, and together with the Euler Characteristic Transform yields a complete geometric expressivity characterization.