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Isomorphism Testing

To test the power of graph representation learning methods based on Isomorphism Testing

Papers

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Showing 1–10 of 14 papers

TitleStatusHype
Transitivity-Preserving Graph Representation Learning for Bridging Local Connectivity and Role-based SimilarityCode1
A Practical, Progressively-Expressive GNNCode1
Can Graph Neural Networks Count Substructures?Code1
PlanE: Representation Learning over Planar GraphsCode1
Weisfeiler-Lehman meets Gromov-Wasserstein—0
Dimension Reduction via Colour Refinement—0
Graph Deformer Network—0
Local Graph Embeddings Based on Neighbors Degree Frequency of Nodes—0
On Graph Neural Networks versus Graph-Augmented MLPsCode0
On the equivalence between graph isomorphism testing and function approximation with GNNsCode0
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