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Tian Liang

19 papers at tracked venues · 16 at CORE A* · active 2024–2026

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Venues

ACL ×6NeurIPS ×4EMNLP ×2ICLR ×2ICML ×2AAAI ×1CVPR ×1MICCAI ×1

Frequent coauthors

Zhaopeng Tu
×12
Jiahao Xu
×9
Zhiwei He
×8
Ming Kong
×6
Qiang Zhu
×6
Xingyu Chen
×6
Xing Wang
×5
Qiuzhi Liu
×5
Rui Wang
×5
Haitao Mi
×5
Dong Yu
×5
Wenxuan Wang
×4

Papers

  1. CARL: Constraint-Aware Reinforcement Learning for Planning with LLMs
    ACL 2026 ·
    Qiuyi Qi
    ,
    Jinjian Zhang
    ,
    Mutian Bao
    , Tian Liang,
    Guocong Li
    ,
    Dongnan Liu
    ,
    Wei Zhou
    ,
    Jie Liu
    ,
    Ming Kong
    ,
    Linjian Mo
    ,
    Feng Zhang
    ,
    Qiang Zhu
  2. STAPO: Selective Trajectory-Aware Policy Optimization for LLM Agent Training
    ACL 2026 ·
    Qiuyi Qi
    , Tian Liang,
    Mutian Bao
    ,
    Jinjian Zhang
    ,
    Dongnan Liu
    ,
    Wei Zhou
    ,
    Linjian Mo
    ,
    Ming Kong
    ,
    Jie Liu
    ,
    Feng Zhang
    ,
    Qiang Zhu
  3. UrbanGeoEval: A City-Scale Benchmark for Evaluating Large Language Models in Geospatial Reasoning
    ACL 2026 ·
    Mutian Bao
    ,
    Qiuyi Qi
    , Tian Liang,
    Jinjian Zhang
    ,
    Wei Zhou
    ,
    Ming Kong
    ,
    Linjian Mo
    ,
    Qiang Zhu
  4. Competing Large Language Models in Multi-Agent Gaming Environments
    ICLR 2025 ·
    Jen-tse Huang
    ,
    Eric John Li
    ,
    Man Ho Lam
    , Tian Liang,
    Wenxuan Wang
    ,
    Youliang Yuan
    ,
    Wenxiang Jiao
    ,
    Xing Wang
    ,
    Zhaopeng Tu
    ,
    Michael R. Lyu
  5. Confidence Calibration for Multimodal LLMs: An Empirical Study Through Medical VQA
    MICCAI 2025 ·
    Yuetian Du
    ,
    Yucheng Wang
    ,
    Ming Kong
    , Tian Liang,
    Qiang Long
    ,
    Bingdi Chen
    ,
    Qiang Zhu
  6. Critical Tokens Matter: Token-Level Contrastive Estimation Enhances LLM's Reasoning Capability
    ICML 2025 ·
    Zicheng Lin
    , Tian Liang,
    Jiahao Xu
    ,
    Qiuzhi Liu
    ,
    Xing Wang
    ,
    Ruilin Luo
    ,
    Chufan Shi
    ,
    Siheng Li
    ,
    Yujiu Yang
    ,
    Zhaopeng Tu
  7. Do NOT Think That Much for 2+3=? On the Overthinking of Long Reasoning Models
    ICML 2025 ·
    Xingyu Chen
    ,
    Jiahao Xu
    , Tian Liang,
    Zhiwei He
    ,
    Jianhui Pang
    ,
    Dian Yu
    ,
    Linfeng Song
    ,
    Qiuzhi Liu
    ,
    Mengfei Zhou
    ,
    Zhuosheng Zhang
    ,
    Rui Wang
    ,
    Zhaopeng Tu
    ,
    Haitao Mi
    ,
    Dong Yu
  8. Draft Model Knows When to Stop: Self-Verification Speculative Decoding for Long-Form Generation
    EMNLP 2025 ·
    Ziyin Zhang
    ,
    Jiahao Xu
    , Tian Liang,
    Xingyu Chen
    ,
    Zhiwei He
    ,
    Rui Wang
    ,
    Zhaopeng Tu
  9. MoLE: Decoding by Mixture of Layer Experts Alleviates Hallucination in Large Vision-Language Models
    AAAI 2025 · Tian Liang,
    Yuetian Du
    ,
    Jing Huang
    ,
    Ming Kong
    ,
    Luyuan Chen
    ,
    Yadong Li
    ,
    Siye Chen
    ,
    Qiang Zhu
  10. RaSA: Rank-Sharing Low-Rank Adaptation
    ICLR 2025 ·
    Zhiwei He
    ,
    Zhaopeng Tu
    ,
    Xing Wang
    ,
    Xingyu Chen
    ,
    Zhijie Wang
    ,
    Jiahao Xu
    , Tian Liang,
    Wenxiang Jiao
    ,
    Zhuosheng Zhang
    ,
    Rui Wang
  11. Refuse Whenever You Feel Unsafe: Improving Safety in LLMs via Decoupled Refusal Training
    ACL 2025 ·
    Youliang Yuan
    ,
    Wenxiang Jiao
    ,
    Wenxuan Wang
    ,
    Jen-tse Huang
    ,
    Jiahao Xu
    , Tian Liang,
    Pinjia He
    ,
    Zhaopeng Tu
  12. The First Few Tokens Are All You Need: An Efficient and Effective Unsupervised Prefix Fine-Tuning Method for Reasoning Models
    NeurIPS 2025 ·
    Ke Ji
    ,
    Jiahao Xu
    , Tian Liang,
    Qiuzhi Liu
    ,
    Zhiwei He
    ,
    Xiaoyuan Liu
    ,
    Xingyu Chen
    ,
    Junying Chen
    ,
    Benyou Wang
    ,
    Zhaopeng Tu
    ,
    Haitao Mi
    ,
    Dong Yu
  13. Thoughts Are All Over the Place: On the Underthinking of Long Reasoning Models
    NeurIPS 2025 ·
    Yue Wang
    ,
    Qiuzhi Liu
    ,
    Jiahao Xu
    , Tian Liang,
    Xingyu Chen
    ,
    Zhiwei He
    ,
    Linfeng Song
    ,
    Dian Yu
    ,
    Juntao Li
    ,
    Zhuosheng Zhang
    ,
    Rui Wang
    ,
    Zhaopeng Tu
    ,
    Haitao Mi
    ,
    Dong Yu
  14. Trust, But Verify: A Self-Verification Approach to Reinforcement Learning with Verifiable Rewards
    NeurIPS 2025 ·
    Xiaoyuan Liu
    , Tian Liang,
    Zhiwei He
    ,
    Jiahao Xu
    ,
    Wenxuan Wang
    ,
    Pinjia He
    ,
    Zhaopeng Tu
    ,
    Haitao Mi
    ,
    Dong Yu
  15. Two Experts Are All You Need for Steering Thinking: Reinforcing Cognitive Effort in MoE Reasoning Models Without Additional Training
    NeurIPS 2025 ·
    Mengru Wang
    ,
    Xingyu Chen
    ,
    Yue Wang
    ,
    Zhiwei He
    ,
    Jiahao Xu
    , Tian Liang,
    Qiuzhi Liu
    ,
    Yunzhi Yao
    ,
    Wenxuan Wang
    ,
    Ruotian Ma
    ,
    Haitao Mi
    ,
    Ningyu Zhang
    ,
    Zhaopeng Tu
    ,
    Xiaolong Li
    ,
    Dong Yu
  16. Addressing Entity Translation Problem via Translation Difficulty and Context Diversity
    ACL 2024 · Tian Liang,
    Xing Wang
    ,
    Mingming Yang
    ,
    Yujiu Yang
    ,
    Shuming Shi
    ,
    Zhaopeng Tu
  17. CriticBench: Benchmarking LLMs for Critique-Correct Reasoning
    ACL 2024 ·
    Zicheng Lin
    ,
    Zhibin Gou
    , Tian Liang,
    Ruilin Luo
    ,
    Haowei Liu
    ,
    Yujiu Yang
  18. Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debate
    EMNLP 2024 · Tian Liang,
    Zhiwei He
    ,
    Wenxiang Jiao
    ,
    Xing Wang
    ,
    Yan Wang
    ,
    Rui Wang
    ,
    Yujiu Yang
    ,
    Shuming Shi
    ,
    Zhaopeng Tu
  19. Querying as Prompt: Parameter-Efficient Learning for Multimodal Language Model
    CVPR 2024 · Tian Liang,
    Jing Huang
    ,
    Ming Kong
    ,
    Luyuan Chen
    ,
    Qiang Zhu