MeGraph: Capturing Long-Range Interactions by Alternating Local and Hierarchical Aggregation on Multi-Scaled Graph Hierarchy

Honghua Dong, Jiawei Xu, Yu Yang, Rui Zhao, Shiwen Wu +4 more
2/12/2026

No official code found. Best implementation: dhh1995/MeGraph (4 stars, MIT, last commit 2023-12-12).

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Code Implementations(1)

dhh1995/MeGraphCommunity58%
MIT

Official code for [Neurips23] MeGraph: Capturing Long-Range Interactions by Alternating Local and Hierarchical Aggregation on Multi-Scaled Graph Hierarchy

41PythonDec 12, 20232 years agoMIT
deeplearninggnngnn-modelgnns

Cite this paper

@article{dong2026megraph,
  title  = {MeGraph: Capturing Long-Range Interactions by Alternating Local and Hierarchical Aggregation on Multi-Scaled Graph Hierarchy},
  author = {Honghua Dong and Jiawei Xu and Yu Yang and Rui Zhao and Shiwen Wu and Chun Yuan and Xiu Li and Chris J. Maddison and Lei Han},
  year   = {2026},
  doi    = {10.52202/075280-2778},
  url    = {https://doi.org/10.52202/075280-2778},
  journal = {NEURIPS 2023 2023}
}

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