SDMG: Smoothing Your Diffusion Models for Powerful Graph Representation Learning

Junyou Zhu, Langzhou He, Chao Gao, Dongpeng Hou, Zhen Su +3 more
2/14/2026

No official code found. Best implementation: JYZHU03/SDMG (4 stars, last commit 2025-06-23).

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JYZHU03/SDMGCommunity57%

This is the code for the submitted paper "SDMG: Smoothing Your Diffusion Models for Powerful Graph Representation Learning"

40Shell, CythonJan 19, 20251 years ago

Cite this paper

@article{zhu2026sdmg,
  title  = {SDMG: Smoothing Your Diffusion Models for Powerful Graph Representation Learning},
  author = {Junyou Zhu and Langzhou He and Chao Gao and Dongpeng Hou and Zhen Su and Philip S. Yu and J. Kurths and F. Hellmann},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:eaa27da53844999a1a7cb7d5ed155587bc2405c5},
  journal = {ICML 2025 2025}
}

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