conftrace_

graph isomorphism

47 papers

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Also known as

GI

Co-occurring keywords

graph neural network (3962) message passing (579) graph classification (212) weisfeiler-lehman test (32) graph kernel (67) representation learning (6206) node classification (482) weisfeiler-leman algorithm (9) graph matching (209) node representation (107)

Papers

A Novel Sliced Fused Gromov-Wasserstein Distance AAAI 2026
Union Subgraph Neural Networks AAAI 2024
Empowering Active Learning for 3D Molecular Graphs with Geometric Graph Isomorphism NIPS 2024
Weisfeiler and Leman Go Loopy: A New Hierarchy for Graph Representational Learning NIPS 2024
SAT-Based Algorithms for Regular Graph Pattern Matching AAAI 2024
Fine-grained Expressivity of Graph Neural Networks NIPS 2023
Optimizing over trained GNNs via symmetry breaking NIPS 2023
PlanE: Representation Learning over Planar Graphs NIPS 2023
Expectation-Complete Graph Representations with Homomorphisms ICML 2023
Weisfeiler and Leman go Machine Learning: The Story so far JMLR 2023
WL meet VC ICML 2023
From Relational Pooling to Subgraph GNNs: A Universal Framework for More Expressive Graph Neural Networks ICML 2023
SeedGNN: Graph Neural Network for Supervised Seeded Graph Matching ICML 2023
Co-Certificate Learning with SAT Modulo Symmetries IJCAI 2023
Substructure Aware Graph Neural Networks AAAI 2023
Extending the Design Space of Graph Neural Networks by Rethinking Folklore Weisfeiler-Lehman NIPS 2023
Distance-Restricted Folklore Weisfeiler-Leman GNNs with Provable Cycle Counting Power NIPS 2023
Three Iterations of (d − 1)-WL Test Distinguish Non Isometric Clouds of d-dimensional Points NIPS 2023
The expressive power of pooling in Graph Neural Networks NIPS 2023
Weisfeiler and Leman Go Walking: Random Walk Kernels Revisited NIPS 2022
Going Deeper into Permutation-Sensitive Graph Neural Networks ICML 2022
How Powerful are Spectral Graph Neural Networks ICML 2022
Graph Filtration Kernels AAAI 2022
Weisfeiler-Lehman Meets Gromov-Wasserstein ICML 2022
A Practical, Progressively-Expressive GNN NIPS 2022