README.md

January 24, 2026 · View on GitHub

[NeurIPS 2025@FoRLM] R1-Compress: Long Chain-of-Thought Compression via Chunk Compression and Search

Yibo Wang1, Li Shen2✉️, Huanjin Yao1, Tiansheng Huang, Rui Liu3, Naiqiang Tan3,

Jiaxing Huang4, Kai Zhang1, Dacheng Tao4

1Tsinghua University, 2Sun Yat-sen University, 3Didichuxing Co. Ltd, 4Nanyang Technological University

✉️Corresponding Author

News

  • Sep 23, 2025. R1-Compress get accepted by NeurIPS 2025@Foundations of Reasoning in Language Models Workshop!
  • May 23, 2025. We release our paper in arxiv.

Citation

If you find this repository is useful, please star🌟 this repo and cite🖇️ our paper.

@article{wang2025r1,
  title={R1-compress: Long chain-of-thought compression via chunk compression and search},
  author={Wang, Yibo and Luo, Haotian and Yao, Huanjin and Huang, Tiansheng and He, Haiying and Liu, Rui and Tan, Naiqiang and Huang, Jiaxing and Cao, Xiaochun and Tao, Dacheng and others},
  journal={arXiv preprint arXiv:2505.16838},
  year={2025}
}