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Minlong Peng

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

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Venues

ACL ×5EMNLP ×3AAAI ×2

Frequent coauthors

Di Liang
×6
Xianjie Wu
×5
Chao Xue
×4
Peiyang Liu
×4
Xingsheng Han
×3
Lei Jiang
×3
Yu Lu
×3
Shuang Liang
×3
Yao Wang
×3
Mingming Sun
×2
Mengqiao Liu
×2
Chenyao Lu
×2

Papers

  1. DeCoRL: Decoupling Reasoning Chains via Parallel Sub-Step Generation and Cascaded Reinforcement for Interpretable and Scalable RLHF
    AAAI 2026 ·
    Ziyuan Gao
    ,
    Di Liang
    ,
    Xianjie Wu
    ,
    Philippe Morel
    , Minlong Peng
  2. Lingua-Graph: A Unified Representation of Cross-Task Common Substructures for Analytic Language Processing
    ACL 2026 ·
    Mingming Sun
    ,
    Runze Jiang
    ,
    Zhu Zhangchenxi
    , Minlong Peng,
    Yunfeng Cai
  3. Parameter Importance is Not Static: Evolving Parameter Isolation for Supervised Fine-Tuning
    ACL 2026 ·
    Zekai Lin
    ,
    Chao Xue
    ,
    Di Liang
    ,
    Xingsheng Han
    ,
    Peiyang Liu
    ,
    Xianjie Wu
    ,
    Lei Jiang
    ,
    Yu Lu
    ,
    Bob Simons
    ,
    Shuang Liang
    , Minlong Peng
  4. Reason Only When Needed: Efficient Generative Reward Modeling via Model-Internal Uncertainty
    ACL 2026 ·
    Chao Xue
    ,
    Yao Wang
    ,
    Mengqiao Liu
    ,
    Di Liang
    ,
    Xingsheng Han
    ,
    Peiyang Liu
    ,
    Xianjie Wu
    ,
    Chenyao Lu
    ,
    Lei Jiang
    ,
    Yu Lu
    ,
    Haibo Shi
    ,
    Shuang Liang
    , Minlong Peng,
    Flora D. Salim
  5. Reinforcement Learning Enhanced Muti-hop Reasoning for Temporal Knowledge Question Answering
    AAAI 2026 ·
    Wuzhenghong Wen
    ,
    Chao Xue
    ,
    Su Pan
    ,
    Yuwei Sun
    , Minlong Peng
  6. Why Supervised Fine-Tuning Fails to Learn: A Systematic Study of Incomplete Learning in Large Language Models
    ACL 2026 ·
    Chao Xue
    ,
    Yao Wang
    ,
    Mengqiao Liu
    ,
    Di Liang
    ,
    Xingsheng Han
    ,
    Peiyang Liu
    ,
    Xianjie Wu
    ,
    Chenyao Lu
    ,
    Lei Jiang
    ,
    Yu Lu
    ,
    Haibo Shi
    ,
    Shuang Liang
    , Minlong Peng,
    Flora D. Salim
  7. Not All Parameters Are Created Equal: Smart Isolation Boosts Fine-Tuning Performance
    EMNLP 2025 ·
    Yao Wang
    ,
    Di Liang
    , Minlong Peng
  8. Structural Reward Model: Enhancing Interpretability, Efficiency, and Scalability in Reward Modeling
    EMNLP 2025 ·
    Xiaoyu Liu
    ,
    Di Liang
    ,
    Hongyu Shan
    ,
    Peiyang Liu
    ,
    Yonghao Liu
    ,
    Muling Wu
    ,
    Yuntao Li
    ,
    Xianjie Wu
    ,
    Li Miao
    ,
    Jiangrong Shen
    , Minlong Peng
  9. Fooling the Textual Fooler via Randomizing Latent Representations
    ACL 2024 ·
    Duy C. Hoang
    ,
    Nguyen Hung-Quang
    ,
    Saurav Manchanda
    , Minlong Peng,
    Kok-Seng Wong
    ,
    Khoa D. Doan
  10. One2Set + Large Language Model: Best Partners for Keyphrase Generation
    EMNLP 2024 ·
    Liangying Shao
    ,
    Liang Zhang
    , Minlong Peng,
    Guoqi Ma
    ,
    Hao Yue
    ,
    Mingming Sun
    ,
    Jinsong Su