LD2: Scalable Heterophilous Graph Neural Network with Decoupled Embeddings

Ningyi Liao, Siqiang Luo, Xiang Li, Jieming Shi
2/12/2026

No official code found. Best implementation: gdmnl/LD2 (6 stars, last commit 2024-03-08).

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gdmnl/LD2Community58%

The origianl code for "LD2: Scalable Heterophilous Graph Neural Network with Decoupled Embeddings", NeurIPS 2023

60C++, CythonNov 13, 20232 years ago

Cite this paper

@article{liao2026ld,
  title  = {LD2: Scalable Heterophilous Graph Neural Network with Decoupled Embeddings},
  author = {Ningyi Liao and Siqiang Luo and Xiang Li and Jieming Shi},
  year   = {2026},
  doi    = {10.52202/075280-0446},
  url    = {https://doi.org/10.52202/075280-0446},
  journal = {NEURIPS 2023 2023}
}

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