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Quan Liu

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

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Venues

ACL ×2NeurIPS ×2AAAI ×1ACM MM ×1EMNLP ×1ICLR ×1

Frequent coauthors

Zhenrong Zhang
×2
Jianshu Zhang
×2
Jun Du
×2
Xuelin Shen
×2
Wenhan Yang
×2
Sen Su
×2
Jiawei Liu
×1
Qisi Chen
×1
Jianshu Zhang
×1
Defu Lian
×1
Fei Wu
×1
Qikai Chang
×1

Papers

  1. EquivPruner: Boosting Efficiency and Quality in LLM-Based Search via Action Pruning
    ACL 2026 ·
    Jiawei Liu
    ,
    Qisi Chen
    ,
    Jianshu Zhang
    , Quan Liu,
    Defu Lian
  2. Step Potential Advantage Estimation: Harnessing Intermediate Confidence and Correctness for Efficient Mathematical Reasoning
    ACL 2026 ·
    Fei Wu
    ,
    Zhenrong Zhang
    ,
    Qikai Chang
    ,
    Jianshu Zhang
    , Quan Liu,
    Jun Du
  3. Enhancing the Geometric Problem-Solving Ability of Multimodal LLMs via Symbolic-Neural Integration
    ACM MM 2025 ·
    Yicheng Pan
    ,
    Zhenrong Zhang
    ,
    Pengfei Hu
    ,
    Jiefeng Ma
    ,
    Jun Du
    ,
    Jianshu Zhang
    , Quan Liu,
    Jianqing Gao
    ,
    Feng Ma
  4. LLM Unlearning via Loss Adjustment with Only Forget Data
    ICLR 2025 ·
    Yaxuan Wang
    ,
    Jiaheng Wei
    ,
    Chris Yuhao Liu
    ,
    Jinlong Pang
    , Quan Liu,
    Ankit Shah
    ,
    Yujia Bao
    ,
    Yang Liu
    ,
    Wei Wei
  5. Prompt-Guided Alignment with Information Bottleneck Makes Image Compression Also a Restorer
    NeurIPS 2025 ·
    Xuelin Shen
    , Quan Liu,
    Jiayin Xu
    ,
    Wenhan Yang
  6. Residual Stream Analysis of Overfitting And Structural Disruptions
    NeurIPS 2025 · Quan Liu,
    Han Zhou
    ,
    Wenquan Wu
    ,
    Hua Wu
    ,
    Sen Su
  7. Unified Coding for Both Human Perception and Generalized Machine Analytics with CLIP Supervision
    AAAI 2025 ·
    Kangsheng Yin
    , Quan Liu,
    Xuelin Shen
    ,
    Yulin He
    ,
    Wenhan Yang
    ,
    Shiqi Wang
  8. Alignment-Enhanced Decoding: Defending Jailbreaks via Token-Level Adaptive Refining of Probability Distributions
    EMNLP 2024 · Quan Liu,
    Zhenhong Zhou
    ,
    Longzhu He
    ,
    Yi Liu
    ,
    Wei Zhang
    ,
    Sen Su