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Geometry-Aware Simplicial Message Passing

The Geometric Simplicial Weisfeiler--Lehman (GSWL) test is introduced, which incorporates vertex coordinates into color refinement for geometric simplicial complexes, and shows a clear hierarchy from combinatorial to geometry-aware models.

E. Wang, Bastian Rieck · 0 citations

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