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Gradual Weisfeiler-Leman: Slow and Steady Wins the Race

Gradual Weisfeiler-Leman: Slow and Steady Wins the Race

19 September 2022
Franka Bause
Nils M. Kriege
    CLL
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Papers citing "Gradual Weisfeiler-Leman: Slow and Steady Wins the Race"

6 / 6 papers shown
Title
Exploring Consistency in Graph Representations:from Graph Kernels to
  Graph Neural Networks
Exploring Consistency in Graph Representations:from Graph Kernels to Graph Neural Networks
Xuyuan Liu
Yinghao Cai
Qihui Yang
Yujun Yan
31
0
0
31 Oct 2024
Towards Subgraph Isomorphism Counting with Graph Kernels
Towards Subgraph Isomorphism Counting with Graph Kernels
Xin Liu
Weiqi Wang
Jiaxin Bai
Yangqiu Song
30
0
0
13 May 2024
Deep Hierarchical Graph Alignment Kernels
Deep Hierarchical Graph Alignment Kernels
Shuhao Tang
Hao Tian
Xiaofeng Cao
Wei Ye
28
1
0
09 May 2024
Exponentially Improving the Complexity of Simulating the
  Weisfeiler-Lehman Test with Graph Neural Networks
Exponentially Improving the Complexity of Simulating the Weisfeiler-Lehman Test with Graph Neural Networks
Anders Aamand
Justin Y. Chen
Piotr Indyk
Shyam Narayanan
R. Rubinfeld
Nicholas Schiefer
Sandeep Silwal
Tal Wagner
32
21
0
06 Nov 2022
Multi-scale Wasserstein Shortest-path Graph Kernels for Graph
  Classification
Multi-scale Wasserstein Shortest-path Graph Kernels for Graph Classification
Wei Ye
Hao Tian
Qi Chen
16
2
0
02 Jun 2022
A Generalized Weisfeiler-Lehman Graph Kernel
A Generalized Weisfeiler-Lehman Graph Kernel
T. Schulz
Tamás Horváth
Pascal Welke
Stefan Wrobel
15
28
0
20 Jan 2021
1