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homomorphism expressivity

3 papers

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Co-occurring keywords · papers mentioning both

graph neural network (3) subgraph counting (2) spectral invariant (1) message passing neural network (1) first-order logic (1) weisfeiler-lehman test (1) theoretical analysis (1)

Papers

Homomorphism Expressivity of Spectral Invariant Graph Neural Networks ICLR 2025 Towards a Complete Logical Framework for GNN Expressiveness ICLR 2025 Beyond Weisfeiler-Lehman: A Quantitative Framework for GNN Expressiveness ICLR 2024