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graph kernel

67 papers

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Also known as

GK

Co-occurring keywords

graph classification (212) graph neural network (3962) kernel methods (1097) weisfeiler-lehman algorithm (14) graph isomorphism (47) random walk (161) representation learning (6206) random walk kernels (7) gaussian process (1200) graph convolutional network (658)

Papers

Induce, Align, Predict: Zero-Shot Stance Detection via Cognitive Inductive Reasoning AAAI 2026
A comprehensive benchmark of graph neural networks, graph kernels, and classical machine learning approaches on rs-fMRI brain graphs MIDL 2026
Geodesic Flow Kernels for Semi-Supervised Learning on Mixed-Variable Tabular Dataset AAAI 2025
AKBR: Learning Adaptive Kernel-based Representations for Graph Classification IJCAI 2025
Reasoning Graph Enhanced Exemplars Retrieval for In-Context Learning COLING 2025
DHTAGK: Deep Hierarchical Transitive-Aligned Graph Kernels for Graph Classification IJCAI 2025
Gaussian process regression with Sliced Wasserstein Weisfeiler-Lehman graph kernels AISTATS 2024
Deep Hierarchical Graph Alignment Kernels IJCAI 2024
Temporal Graph Neural Tangent Kernel with Graphon-Guaranteed NIPS 2024
Graph Learning for Numeric Planning NIPS 2024
Exploring Consistency in Graph Representations: from Graph Kernels to Graph Neural Networks NIPS 2024
Isotropic Gaussian Processes on Finite Spaces of Graphs AISTATS 2023
Graph Alignment Kernels using Weisfeiler and Leman Hierarchies AISTATS 2023
Fast Online Node Labeling for Very Large Graphs ICML 2023
Taming graph kernels with random features ICML 2023
Exposing the Self-Supervised Space-Time Correspondence Learning via Graph Kernels AAAI 2023
Bayesian Optimisation of Functions on Graphs NIPS 2023
Boosting Graph Structure Learning with Dummy Nodes ICML 2022
Weisfeiler and Leman Go Walking: Random Walk Kernels Revisited NIPS 2022
Non-separable Spatio-temporal Graph Kernels via SPDEs AISTATS 2022
GraphQNTK: Quantum Neural Tangent Kernel for Graph Data NIPS 2022
Weisfeiler-Lehman Meets Gromov-Wasserstein ICML 2022
TGNN: A Joint Semi-supervised Framework for Graph-level Classification IJCAI 2022
A Hierarchical Transitive-Aligned Graph Kernel for Un-attributed Graphs ICML 2022
Filtration-Enhanced Graph Transformation IJCAI 2022