IGL-Bench: Establishing the Comprehensive Benchmark for Imbalanced Graph Learning

Jiawen Qin, Haonan Yuan, Qingyun Sun, Lyujin Xu, Jiaqi Yuan +6 more
2/12/2026

No official code found. Best implementation: RingBDStack/IGL-Bench (14 stars, MIT, last commit 2025-04-17).

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Code Implementations(1)

RingBDStack/IGL-BenchCommunity70%
MIT

A Comprehensive Benchmark of Imbalanced Graph Learning (Accepted by ICLR 2025 Spotlight)

140Julia, PythonMay 28, 20241 years agoMIT

Cite this paper

@article{qin2026iglbench,
  title  = {IGL-Bench: Establishing the Comprehensive Benchmark for Imbalanced Graph Learning},
  author = {Jiawen Qin and Haonan Yuan and Qingyun Sun and Lyujin Xu and Jiaqi Yuan and Pengfeng Huang and Zhaonan Wang and Xingcheng Fu and Hao Peng and Jianxin Li and Philip S. Yu},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:938278a35f9c27a7b10f53d04db11c42ad0df2cc},
  journal = {ICLR 2025 2025}
}

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