"higher-order gnns" Papers

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Higher-Order Graphon Neural Networks: Approximation and Cut Distance

Daniel Herbst, Stefanie Jegelka

ICLR 2025arXiv:2503.14338
4
citations

Homomorphism Expressivity of Spectral Invariant Graph Neural Networks

Jingchu Gai, Yiheng Du, Bohang Zhang et al.

ICLR 2025arXiv:2503.00485
3
citations

Logical Expressiveness of Graph Neural Networks with Hierarchical Node Individualization

Arie Soeteman, Balder ten Cate

NEURIPS 2025arXiv:2506.13911
2
citations

Weisfeiler and Lehman Go Paths: Learning Topological Features via Path Complexes

Quang Truong, Peter Chin

AAAI 2024paperarXiv:2308.06838
12
citations