PPaperPicks

Zhi Zhou

Nanjing University, Key Laboratory for Novel Software Technology, Nanjing, China

18 papers at tracked venues · 12 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-7408-1200 ↗Homepage ↗

Venues

IJCAI ×5AAAI ×4ICML ×4NeurIPS ×2ACL ×1EMNLP ×1ICLR ×1

Frequent coauthors

Yufeng Li
×15
Lan-Zhe Guo
×13
Kun-Yang Yu
×4
Ming Yang
×4
Jie-Jing Shao
×3
Zi-Jian Cheng
×3
Lin-Han Jia
×3
Xiao-Wen Yang
×2
Dingchu Zhang
×2
Shi-Yu Tian
×2
Zenan Li
×2
Yuan Yao
×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. BMIP: Bi-directional Modality Interaction Prompt Learning for VLM
    IJCAI 2025 ·
    Song-Lin Lv
    ,
    Yu-Yang Chen
    , Zhi Zhou,
    Ming Yang
    ,
    Lan-Zhe Guo
  5. CGI: Identifying Conditional Generative Models with Example Images
    IJCAI 2025 · Zhi Zhou,
    Hao-Zhe Tan
    ,
    Peng-Xiao Song
    ,
    Lan-Zhe Guo
  6. Fully Test-Time Adaptation for Feature Decrement in Tabular Data
    IJCAI 2025 ·
    Zi-Jian Cheng
    ,
    Zi-Yi Jia
    ,
    Kun-Yang Yu
    , Zhi Zhou,
    Lan-Zhe Guo
  7. Fully Test-time Adaptation for Tabular Data
    AAAI 2025 · Zhi Zhou,
    Kun-Yang Yu
    ,
    Lan-Zhe Guo
    ,
    Yufeng Li
  8. 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
  9. TabFSBench: Tabular Benchmark for Feature Shifts in Open Environments
    ICML 2025 ·
    Zi-Jian Cheng
    ,
    Ziyi Jia
    , Zhi Zhou,
    Yufeng Li
    ,
    Lan-Zhe Guo
  10. 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
  11. Vision-Language Model Selection and Reuse for Downstream Adaptation
    ICML 2025 ·
    Hao-Zhe Tan
    , Zhi Zhou,
    Yufeng Li
    ,
    Lan-Zhe Guo
  12. DeCoOp: Robust Prompt Tuning with Out-of-Distribution Detection
    ICML 2024 · Zhi Zhou,
    Ming Yang
    ,
    Jiang-Xin Shi
    ,
    Lan-Zhe Guo
    ,
    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