{
  "id": "2507.06203",
  "title": "A Survey on Latent Reasoning",
  "authors": "Rui-Jie Zhu, Tianhao Peng, Tianhao Cheng, Xingwei Qu, Jinfa Huang, Dawei Zhu, Hao Wang, Kaiwen Xue, Xuanliang Zhang, Yong Shan, Tianle Cai, Taylor Kergan, Assel Kembay, Andrew Smith, Chenghua Lin, Binh Nguyen, Yuqi Pan, Yuhong Chou, Zefan Cai, Zhenhe Wu, Yongchi Zhao, Tianyu Liu, Jian Yang, Wangchunshu Zhou, Chujie Zheng, Chongxuan Li, Yuyin Zhou, Zhoujun Li, Zhaoxiang Zhang, Jiaheng Liu, Ge Zhang, Wenhao Huang, Jason Eshraghian",
  "first_public": "2025-07-08",
  "venue": "arXiv survey",
  "arxiv": "2507.06203",
  "paper_url": "https://arxiv.org/abs/2507.06203",
  "code_url": "https://github.com/multimodal-art-projection/LatentCoT-Horizon",
  "lens": [
    "analysis"
  ],
  "representation": [
    "survey"
  ],
  "computation": [
    "survey"
  ],
  "training": [
    "analysis-only"
  ],
  "questions": [
    "survey",
    "taxonomy"
  ],
  "evidence": [
    "survey"
  ],
  "modality": [
    "language",
    "multimodal"
  ],
  "summary": "Surveys latent-reasoning methods, evaluation, and applications and accompanies a maintained research bibliography.",
  "provenance": "Primary-source literature search, 2026-09-04",
  "author_names": [
    "Rui-Jie Zhu",
    "Tianhao Peng",
    "Tianhao Cheng",
    "Xingwei Qu",
    "Jinfa Huang",
    "Dawei Zhu",
    "Hao Wang",
    "Kaiwen Xue",
    "Xuanliang Zhang",
    "Yong Shan",
    "Tianle Cai",
    "Taylor Kergan",
    "Assel Kembay",
    "Andrew Smith",
    "Chenghua Lin",
    "Binh Nguyen",
    "Yuqi Pan",
    "Yuhong Chou",
    "Zefan Cai",
    "Zhenhe Wu",
    "Yongchi Zhao",
    "Tianyu Liu",
    "Jian Yang",
    "Wangchunshu Zhou",
    "Chujie Zheng",
    "Chongxuan Li",
    "Yuyin Zhou",
    "Zhoujun Li",
    "Zhaoxiang Zhang",
    "Jiaheng Liu",
    "Ge Zhang",
    "Wenhao Huang",
    "Jason Eshraghian"
  ],
  "record_url": "https://latent-implicit-thinking.github.io/papers/2507.06203/",
  "legacy_record_url": "https://latent-implicit-thinking.github.io/papers/#paper-2507-06203",
  "citation_date": "2025-07-08",
  "json_url": "https://latent-implicit-thinking.github.io/papers/2507.06203/record.json",
  "markdown_url": "https://latent-implicit-thinking.github.io/papers/2507.06203/index.md",
  "bibtex_url": "https://latent-implicit-thinking.github.io/papers/2507.06203/citation.bib",
  "csl_url": "https://latent-implicit-thinking.github.io/papers/2507.06203/citation.csl.json"
}