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Tongran Liu

9 papers at tracked venues · 7 at CORE A* · active 2024–2026

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Venues

AAAI ×3ACL ×2EMNLP ×2ICML ×1NeurIPS ×1

Frequent coauthors

Chenglong Wang
×9
JingBo Zhu
×9
Tong Xiao
×9
Yifu Huo
×6
Yongyu Mu
×6
Bei Li
×6
Chunliang Zhang
×6
Yang Gan
×4
Qiaozhi He
×4
Murun Yang
×4
Zhengtao Yu
×3
Hang Zhou
×3

Papers

  1. Probing Preference Representations: A Multi-Dimensional Evaluation and Analysis Method for Reward Models
    AAAI 2026 ·
    Chenglong Wang
    ,
    Yifu Huo
    ,
    Yang Gan
    ,
    Yongyu Mu
    ,
    Qiaozhi He
    ,
    Murun Yang
    ,
    Bei Li
    ,
    Chunliang Zhang
    , Tongran Liu,
    Anxiang Ma
    ,
    Zhengtao Yu
    ,
    Jingbo Zhu
    ,
    Tong Xiao
  2. SPS: Steering Probability Squeezing for Better Exploration in Reinforcement Learning for Large Language Models
    ACL 2026 ·
    Yifu Huo
    ,
    Chenglong Wang
    ,
    Ziming Zhu
    ,
    Shunjie Xing
    ,
    Peinan Feng
    , Tongran Liu,
    Qiaozhi He
    ,
    Tianhua Zhou
    ,
    Changxiaojia
    ,
    JingBo Zhu
    ,
    Zhengtao Yu
    ,
    Tong Xiao
  3. GRAM: A Generative Foundation Reward Model for Reward Generalization
    ICML 2025 ·
    Chenglong Wang
    ,
    Yang Gan
    ,
    Yifu Huo
    ,
    Yongyu Mu
    ,
    Qiaozhi He
    ,
    Murun Yang
    ,
    Bei Li
    ,
    Tong Xiao
    ,
    Chunliang Zhang
    , Tongran Liu,
    JingBo Zhu
  4. HEAL: A Hypothesis-Based Preference-Aware Analysis Framework
    EMNLP 2025 ·
    Yifu Huo
    ,
    Chenglong Wang
    ,
    Qiren Zhu
    ,
    Shunjie Xing
    ,
    Tong Xiao
    ,
    Chunliang Zhang
    , Tongran Liu,
    JingBo Zhu
  5. MRO: Enhancing Reasoning in Diffusion Language Models via Multi-Reward Optimization
    NeurIPS 2025 ·
    Chenglong Wang
    ,
    Yang Gan
    ,
    Hang Zhou
    ,
    Chi Hu
    ,
    Yongyu Mu
    ,
    Kai Song
    ,
    Murun Yang
    ,
    Bei Li
    ,
    Chunliang Zhang
    , Tongran Liu,
    JingBo Zhu
    ,
    Zhengtao Yu
    ,
    Tong Xiao
  6. RoVRM: A Robust Visual Reward Model Optimized via Auxiliary Textual Preference Data
    AAAI 2025 ·
    Chenglong Wang
    ,
    Yang Gan
    ,
    Yifu Huo
    ,
    Yongyu Mu
    ,
    Murun Yang
    ,
    Qiaozhi He
    ,
    Tong Xiao
    ,
    Chunliang Zhang
    , Tongran Liu,
    Jingbo Zhu
  7. ESRL: Efficient Sampling-Based Reinforcement Learning for Sequence Generation
    AAAI 2024 ·
    Chenglong Wang
    ,
    Hang Zhou
    ,
    Yimin Hu
    ,
    Yifu Huo
    ,
    Bei Li
    , Tongran Liu,
    Tong Xiao
    ,
    Jingbo Zhu
  8. Hybrid Alignment Training for Large Language Models
    ACL 2024 ·
    Chenglong Wang
    ,
    Hang Zhou
    ,
    Kaiyan Chang
    ,
    Bei Li
    ,
    Yongyu Mu
    ,
    Tong Xiao
    , Tongran Liu,
    JingBo Zhu
  9. Revealing the Parallel Multilingual Learning within Large Language Models
    EMNLP 2024 ·
    Yongyu Mu
    ,
    Peinan Feng
    ,
    Zhiquan Cao
    ,
    Yuzhang Wu
    ,
    Bei Li
    ,
    Chenglong Wang
    ,
    Tong Xiao
    ,
    Kai Song
    , Tongran Liu,
    Chunliang Zhang
    ,
    JingBo Zhu