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Shengyu Feng

5 papers at tracked venues · 5 at CORE A* · active 2025–2026

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Venues

AAAI ×2ACL ×1ICLR ×1ICML ×1

Frequent coauthors

Yiming Yang
×4
Yun He
×1
Wenzhe Li
×1
Hejia Zhang
×1
Songlin Li
×1
Karishma Mandyam
×1
Sopan Khosla
×1
Yuanhao Xiong
×1
Nanshu Wang
×1
Xiaoliang Peng
×1
Beibin Li
×1
Shengjie Bi
×1

Papers

  1. AdvancedIF: Rubric-Based Benchmarking and Reinforcement Learning for Advancing LLM Instruction Following
    ACL 2026 ·
    Yun He
    ,
    Wenzhe Li
    ,
    Hejia Zhang
    ,
    Songlin Li
    ,
    Karishma Mandyam
    ,
    Sopan Khosla
    ,
    Yuanhao Xiong
    ,
    Nanshu Wang
    ,
    Xiaoliang Peng
    ,
    Beibin Li
    ,
    Shengjie Bi
    ,
    Shishir G. Patil
    ,
    Qi Qi
    , Shengyu Feng,
    Julian Katz-Samuels
    ,
    Richard Yuanzhe Pang
    ,
    Sujan Kumar Gonugondla
    ,
    Hunter Lang
    ,
    Yue Yu
    ,
    Yundi Qian
    ,
    Maryam Fazel-Zarandi
    ,
    Licheng Yu
    ,
    Amine Benhalloum
    ,
    Hany Hassan Awadalla
    ,
    Manaal Faruqui
  2. CO-Bench: Benchmarking Language Model Agents in Algorithm Search for Combinatorial Optimization
    AAAI 2026 ·
    Weiwei Sun
    , Shengyu Feng,
    Shanda Li
    ,
    Yiming Yang
  3. Regularized Langevin Dynamics for Combinatorial Optimization
    ICML 2025 · Shengyu Feng,
    Yiming Yang
  4. SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch
    AAAI 2025 · Shengyu Feng,
    Yiming Yang
  5. Step-by-Step Reasoning for Math Problems via Twisted Sequential Monte Carlo
    ICLR 2025 · Shengyu Feng,
    Xiang Kong
    ,
    Shuang Ma
    ,
    Aonan Zhang
    ,
    Dong Yin
    ,
    Chong Wang
    ,
    Ruoming Pang
    ,
    Yiming Yang