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weisfeiler-leman algorithm

9 papers

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Co-occurring keywords · papers mentioning both

graph neural network (7) graph classification (6) graph isomorphism (4) graph kernel (3) weisfeiler-lehman algorithm (2) node representation (2) node classification (2) expressive power (2) path aggregation (1) higher-order structure (1)

Papers

Orthogonal Bases for Equivariant Graph Learning with Provable k-WL Expressive Power JMLR 2025 Graph Alignment Kernels using Weisfeiler and Leman Hierarchies AISTATS 2023 Path Neural Networks: Expressive and Accurate Graph Neural Networks ICML 2023 Weisfeiler and Leman go Hyperbolic: Learning Distance Preserving Node Representations AISTATS 2023 WL meet VC ICML 2023 Filtration-Enhanced Graph Transformation IJCAI 2022 Weisfeiler and Leman Go Walking: Random Walk Kernels Revisited NeurIPS 2022 The Power of the Weisfeiler-Leman Algorithm for Machine Learning with Graphs IJCAI 2021 Weisfeiler and Leman Go Neural: Higher-Order Graph Neural Networks AAAI 2019