Improved Expressivity of Hypergraph Neural Networks through High-Dimensional Generalized Weisfeiler-Leman Algorithms

Detian Zhang, Chengqiang Zhang, Yanghui Rao, Li Qing, Chunjiang Zhu
2/14/2026

No official code found. Best implementation: talence-zcq/KGWL (3 stars, Apache-2.0, last commit 2025-06-06).

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talence-zcq/KGWLCommunity70%
Apache-2.0

This repository contains the source code for the paper Improved Expressivity of Hypergraph Neural Networks through High-Dimensional Generalized Weisfeiler-Leman Algorithms, accepted by ICML 2025.

30Shell, PythonNov 27, 20241 years agoApache-2.0

Cite this paper

@article{zhang2026improved,
  title  = {Improved Expressivity of Hypergraph Neural Networks through High-Dimensional Generalized Weisfeiler-Leman Algorithms},
  author = {Detian Zhang and Chengqiang Zhang and Yanghui Rao and Li Qing and Chunjiang Zhu},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:9044f1d09760535503a89a9cf2a00c7024a185b9},
  journal = {ICML 2025 2025}
}

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