PPaperPicks

Yufeng Li

Nanjing University, China

20 papers at tracked venues · 17 at CORE A* · active 2024–2026

Venues

Frequent coauthors

Zhi Zhou
×15
Lan-Zhe Guo
×10
Jie-Jing Shao
×5
Lin-Han Jia
×4
Jiang-Xin Shi
×4
Kun-Yang Yu
×3
Ming Yang
×3
Zhi-Hua Zhou
×3
Tong Wei
×3
Xiao-Wen Yang
×2
Dingchu Zhang
×2
Shi-Yu Tian
×2

Papers

  1. Step Back to Leap Forward: Self-Backtracking for Symbolic Reasoning and Planning in Language Models
    AAAI 2026 ·
    Xiao-Wen Yang
    ,
    Xuan-Yi Zhu
    ,
    Dingchu Zhang
    ,
    Wen-Da Wei
    ,
    Jie-Jing Shao
    ,
    Zhi Zhou
    ,
    Lan-Zhe Guo
    , Yufeng Li
  2. TabularMath: Understanding Math Reasoning over Tables with Large Language Models
    ACL 2026 ·
    Shi-Yu Tian
    ,
    Zhi Zhou
    ,
    Wei Dong
    ,
    Kun-Yang Yu
    ,
    Ming Yang
    ,
    Zi-Jian Cheng
    ,
    Lan-Zhe Guo
    , Yufeng Li
  3. A Theoretical Study on Bridging Internal Probability and Self-Consistency for LLM Reasoning
    NeurIPS 2025 ·
    Zhi Zhou
    ,
    Tan Yuhao
    ,
    Zenan Li
    ,
    Yuan Yao
    ,
    Lan-Zhe Guo
    , Yufeng Li,
    Xiaoxing Ma
  4. Curriculum Abductive Learning
    NeurIPS 2025 ·
    Wen-Chao Hu
    ,
    Qi-Jie Li
    ,
    Lin-Han Jia
    ,
    Cunjing Ge
    , Yufeng Li,
    Yuan Jiang
    ,
    Zhi-Hua Zhou
  5. Fully Test-time Adaptation for Tabular Data
    AAAI 2025 ·
    Zhi Zhou
    ,
    Kun-Yang Yu
    ,
    Lan-Zhe Guo
    , Yufeng Li
  6. Neuro-Symbolic Artificial Intelligence: Towards Improving the Reasoning Abilities of Large Language Models
    IJCAI 2025 ·
    Xiao-Wen Yang
    ,
    Jie-Jing Shao
    ,
    Lan-Zhe Guo
    ,
    Bo-Wen Zhang
    ,
    Zhi Zhou
    ,
    Lin-Han Jia
    ,
    Wang-Zhou Dai
    , Yufeng Li
  7. TabFSBench: Tabular Benchmark for Feature Shifts in Open Environments
    ICML 2025 ·
    Zi-Jian Cheng
    ,
    Ziyi Jia
    ,
    Zhi Zhou
    , Yufeng Li,
    Lan-Zhe Guo
  8. VCSearch: Bridging the Gap Between Well-Defined and Ill-Defined Problems in Mathematical Reasoning
    EMNLP 2025 ·
    Shi-Yu Tian
    ,
    Zhi Zhou
    ,
    Kun-Yang Yu
    ,
    Ming Yang
    ,
    Lin-Han Jia
    ,
    Lan-Zhe Guo
    , Yufeng Li
  9. Vision-Language Model Selection and Reuse for Downstream Adaptation
    ICML 2025 ·
    Hao-Zhe Tan
    ,
    Zhi Zhou
    , Yufeng Li,
    Lan-Zhe Guo
  10. Analysis for Abductive Learning and Neural-Symbolic Reasoning Shortcuts
    ICML 2024 ·
    Xiaowen Yang
    ,
    Wenda Wei
    ,
    Jie-Jing Shao
    , Yufeng Li,
    Zhi-Hua Zhou
  11. DeCoOp: Robust Prompt Tuning with Out-of-Distribution Detection
    ICML 2024 ·
    Zhi Zhou
    ,
    Ming Yang
    ,
    Jiang-Xin Shi
    ,
    Lan-Zhe Guo
    , Yufeng Li
  12. Efficient and Long-Tailed Generalization for Pre-trained Vision-Language Model
    SIGKDD 2024 ·
    Jiang-Xin Shi
    ,
    Chi Zhang
    ,
    Tong Wei
    , Yufeng Li
  13. HONGAT: Graph Attention Networks in the Presence of High-Order Neighbors
    AAAI 2024 ·
    Heng-Kai Zhang
    ,
    Yi-Ge Zhang
    ,
    Zhi Zhou
    , Yufeng Li
  14. LSPAN: Spectrally Localized Augmentation for Graph Consistency Learning
    IJCAI 2024 ·
    Heng-Kai Zhang
    ,
    Yi-Ge Zhang
    ,
    Zhi Zhou
    , Yufeng Li
  15. Long-Tail Learning with Foundation Model: Heavy Fine-Tuning Hurts
    ICML 2024 ·
    Jiang-Xin Shi
    ,
    Tong Wei
    ,
    Zhi Zhou
    ,
    Jie-Jing Shao
    ,
    Xin-Yan Han
    , Yufeng Li
  16. Neuro-Symbolic Data Generation for Math Reasoning
    NeurIPS 2024 ·
    Zenan Li
    ,
    Zhi Zhou
    ,
    Yuan Yao
    ,
    Xian Zhang
    , Yufeng Li,
    Chun Cao
    ,
    Fan Yang
    ,
    Xiaoxing Ma
  17. Realistic Evaluation of Semi-supervised Learning Algorithms in Open Environments
    ICLR 2024 ·
    Lin-Han Jia
    ,
    Lan-Zhe Guo
    ,
    Zhi Zhou
    , Yufeng Li
  18. Robust Test-Time Adaptation for Zero-Shot Prompt Tuning
    AAAI 2024 ·
    Dingchu Zhang
    ,
    Zhi Zhou
    , Yufeng Li
  19. Safe Abductive Learning in the Presence of Inaccurate Rules
    AAAI 2024 ·
    Xiaowen Yang
    ,
    Jie-Jing Shao
    ,
    Wei-Wei Tu
    , Yufeng Li,
    Wang-Zhou Dai
    ,
    Zhi-Hua Zhou
  20. Vision-Language Models are Strong Noisy Label Detectors
    NeurIPS 2024 ·
    Tong Wei
    ,
    Hao-Tian Li
    ,
    Chun-Shu Li
    ,
    Jiang-Xin Shi
    , Yufeng Li,
    Min-Ling Zhang