"higher-order gnns" Papers
4 papers found
Conference
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