Isomorphism Testing

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

Papers

Showing 11–14 of 14 papers

Title	Date	Tasks	Status
Logical Expressiveness of Graph Neural Networks with Hierarchical Node Individualization	Jun 16, 2025	Isomorphism Testing	CodeCode Available
Gradual Weisfeiler-Leman: Slow and Steady Wins the Race	Sep 19, 2022	Graph LearningIsomorphism Testing	CodeCode Available
Weisfeiler and Leman Go Infinite: Spectral and Combinatorial Pre-Colorings	Jan 31, 2022	Computational EfficiencyIsomorphism Testing	CodeCode Available
Covered Forest: Fine-grained generalization analysis of graph neural networks	Dec 10, 2024	Graph SimilarityIsomorphism Testing	CodeCode Available

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