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Jiannan Guan

3 papers at tracked venues · 3 at CORE A* · active 2025–2026

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Venues

AAAI ×2NeurIPS ×1

Frequent coauthors

Qiguang Chen
×2
Dengyun Peng
×2
Jinhao Liu
×2
Libo Qin
×2
Wanxiang Che
×2
Huikang Su
×1
Liangyu Huo
×1
Jian Xie
×1
Yang Zhao
×1
Kai Xiong
×1
Xiao Ding
×1
Li Du
×1

Papers

  1. Aware First, Think Less: Dynamic Boundary Self-Awareness Drives Significant Gains in Reasoning Efficiency in Large Language Models
    AAAI 2026 ·
    Qiguang Chen
    ,
    Dengyun Peng
    ,
    Jinhao Liu
    ,
    Huikang Su
    , Jiannan Guan,
    Libo Qin
    ,
    Wanxiang Che
  2. Beware of Reasoning Overconfidence: Pitfalls in the Reasoning Process for Multi-solution Tasks
    AAAI 2026 · Jiannan Guan,
    Qiguang Chen
    ,
    Libo Qin
    ,
    Dengyun Peng
    ,
    Jinhao Liu
    ,
    Liangyu Huo
    ,
    Jian Xie
    ,
    Wanxiang Che
  3. UFO-RL: Uncertainty-Focused Optimization for Efficient Reinforcement Learning Data Selection
    NeurIPS 2025 ·
    Yang Zhao
    ,
    Kai Xiong
    ,
    Xiao Ding
    ,
    Li Du
    ,
    Yangou Ouyang
    ,
    Zhouhao Sun
    , Jiannan Guan,
    Wenbin Zhang
    ,
    Bin Liu
    ,
    Dong Hu
    ,
    Bing Qin
    ,
    Ting Liu