PPaperPicks

Zhi-Hua Zhou

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

42 papers at tracked venues · 37 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-0746-1494 ↗Google Scholar ↗Homepage ↗

Venues

NeurIPS ×12ICML ×10AAAI ×8SIGKDD ×5IJCAI ×3AISTATS ×1COLT ×1ICLR ×1SIGMOD ×1

Frequent coauthors

Peng Zhao
×14
Zhi-Hao Tan
×7
Tian-Zuo Wang
×7
Yuan Jiang
×6
Wen-Bo Du
×5
Long-Fei Li
×5
Zhen-Yu Zhang
×4
Yu-Yang Qian
×4
Jian-Dong Liu
×4
Jing Wang
×3
Peng Tan
×3
Yao-Xiang Ding
×3

Papers

  1. A simple, optimal and efficient algorithm for online exp-concave optimization
    COLT 2026 ·
    Yi-Han Wang
    ,
    Peng Zhao
    , Zhi-Hua Zhou
  2. AeroSketch: Near-Optimal Time Matrix Sketch Framework for Persistent, Sliding Window, and Distributed Streams
    SIGMOD 2026 ·
    Hanyan Yin
    ,
    Dongxie Wen
    ,
    Jiajun Li
    ,
    Zhewei Wei
    ,
    Xiao Zhang
    ,
    Peng Zhao
    , Zhi-Hua Zhou
  3. CoRE-Learning with Look-Ahead and Immediate Resource Allocation
    AAAI 2026 ·
    Jing Wang
    ,
    Xi-Tong Liu
    , Zhi-Hua Zhou
  4. Tabular Learnwares Can Be Repurposed for Seemingly Irrelevant New Tasks
    AAAI 2026 ·
    Peng Tan
    ,
    Feifan Yang
    ,
    Zhi-Hao Tan
    , Zhi-Hua Zhou
  5. Achieving Nearly-Optimal Regret and Sample Complexity in Dueling Bandits with Applications in Online Recommendations
    SIGKDD 2025 ·
    Lanjihong Ma
    ,
    Yao-Xiang Ding
    ,
    Zhen-Yu Zhang
    , Zhi-Hua Zhou
  6. Adapting to Generalized Online Label Shift by Invariant Representation Learning
    SIGKDD 2025 ·
    Yu-Yang Qian
    ,
    Yi-Han Wang
    ,
    Zhen-Yu Zhang
    ,
    Yuan Jiang
    , Zhi-Hua Zhou
  7. Avoiding Undesired Future with Sequential Decisions
    IJCAI 2025 ·
    Lue Tao
    ,
    Tian-Zuo Wang
    ,
    Yuan Jiang
    , Zhi-Hua Zhou
  8. Curriculum Abductive Learning
    NeurIPS 2025 ·
    Wen-Chao Hu
    ,
    Qi-Jie Li
    ,
    Lin-Han Jia
    ,
    Cunjing Ge
    ,
    Yufeng Li
    ,
    Yuan Jiang
    , Zhi-Hua Zhou
  9. Discovering Symbolic Partial Differential Equation by Abductive Learning
    NeurIPS 2025 ·
    En-Hao Gao
    ,
    Cunjing Ge
    ,
    Yuan Jiang
    , Zhi-Hua Zhou
  10. Dynamic Learnware Filtering for Efficient Learnware Identification and System Slimming
    SIGKDD 2025 ·
    Jian-Dong Liu
    ,
    Zhi-Hao Tan
    , Zhi-Hua Zhou
  11. Efficient Rectification of Neuro-Symbolic Reasoning Inconsistencies by Abductive Reflection
    AAAI 2025 ·
    Wen-Chao Hu
    ,
    Wang-Zhou Dai
    ,
    Yuan Jiang
    , Zhi-Hua Zhou
  12. Efficient Rectification of Neuro-Symbolic Reasoning Inconsistencies by Abductive Reflection (Extended Abstract)
    IJCAI 2025 ·
    Wen-Chao Hu
    ,
    Wang-Zhou Dai
    ,
    Yuan Jiang
    , Zhi-Hua Zhou
  13. Enabling Optimal Decisions in Rehearsal Learning under CARE Condition
    ICML 2025 ·
    Wen-Bo Du
    ,
    Hao-Yi Lei
    ,
    Lue Tao
    ,
    Tian-Zuo Wang
    , Zhi-Hua Zhou
  14. Gradient-Based Nonlinear Rehearsal Learning with Multivariate Alterations
    AAAI 2025 ·
    Tian Qin
    ,
    Tian-Zuo Wang
    , Zhi-Hua Zhou
  15. Heavy-Tailed Linear Bandits: Huber Regression with One-Pass Update
    ICML 2025 ·
    Jing Wang
    ,
    Yu-Jie Zhang
    ,
    Peng Zhao
    , Zhi-Hua Zhou
  16. Identifying and Reusing Learnwares Across Different Label Spaces
    IJCAI 2025 ·
    Jian-Dong Liu
    ,
    Zhi-Hao Tan
    , Zhi-Hua Zhou
  17. On the Diversity of Adversarial Ensemble Learning
    ICML 2025 ·
    Jun-Qi Guo
    ,
    Meng-Zhang Qian
    ,
    Wei Gao
    , Zhi-Hua Zhou
  18. One-Pass Feature Evolvable Learning with Theoretical Guarantees
    ICML 2025 ·
    Cun-Yuan Xing
    ,
    Meng-Zhang Qian
    ,
    Wuyang Chen
    ,
    Wei Gao
    , Zhi-Hua Zhou
  19. Optimistic Online-to-Batch Conversions for Accelerated Convergence and Universality
    NeurIPS 2025 ·
    Yu-Hu Yan
    ,
    Peng Zhao
    , Zhi-Hua Zhou
  20. Polynomial-Delay MAG Listing with Novel Locally Complete Orientation Rules
    ICML 2025 ·
    Tian-Zuo Wang
    ,
    Wen-Bo Du
    , Zhi-Hua Zhou
  21. Provably Efficient Online RLHF with One-Pass Reward Modeling
    NeurIPS 2025 ·
    Long-Fei Li
    ,
    Yu-Yang Qian
    ,
    Peng Zhao
    , Zhi-Hua Zhou
  22. TreeLoRA: Efficient Continual Learning via Layer-Wise LoRAs Guided by a Hierarchical Gradient-Similarity Tree
    ICML 2025 ·
    Yu-Yang Qian
    ,
    Yuan-Ze Xu
    ,
    Zhen-Yu Zhang
    ,
    Peng Zhao
    , Zhi-Hua Zhou
  23. Variance-Reduced Long-Term Rehearsal Learning with Quadratic Programming Reformulation
    NeurIPS 2025 ·
    Wen-Bo Du
    ,
    Tian Qin
    ,
    Tian-Zuo Wang
    , Zhi-Hua Zhou
  24. A Simple and Optimal Approach for Universal Online Learning with Gradient Variations
    NeurIPS 2024 ·
    Yu-Hu Yan
    ,
    Peng Zhao
    , Zhi-Hua Zhou
  25. An Efficient Maximal Ancestral Graph Listing Algorithm
    ICML 2024 ·
    Tian-Zuo Wang
    ,
    Wen-Bo Du
    , Zhi-Hua Zhou
  26. Analysis for Abductive Learning and Neural-Symbolic Reasoning Shortcuts
    ICML 2024 ·
    Xiaowen Yang
    ,
    Wenda Wei
    ,
    Jie-Jing Shao
    ,
    Yufeng Li
    , Zhi-Hua Zhou
  27. Avoiding Undesired Future with Minimal Cost in Non-Stationary Environments
    NeurIPS 2024 ·
    Wen-Bo Du
    ,
    Tian Qin
    ,
    Tian-Zuo Wang
    , Zhi-Hua Zhou
  28. Beimingwu: A Learnware Dock System
    SIGKDD 2024 ·
    Zhi-Hao Tan
    ,
    Jian-Dong Liu
    ,
    Xiao-Dong Bi
    ,
    Peng Tan
    ,
    Qin-Cheng Zheng
    ,
    Hai-Tian Liu
    ,
    Yi Xie
    ,
    Xiao-Chuan Zou
    ,
    Yang Yu
    , Zhi-Hua Zhou
  29. Dynamic Regret of Adversarial MDPs with Unknown Transition and Linear Function Approximation
    AAAI 2024 ·
    Long-Fei Li
    ,
    Peng Zhao
    , Zhi-Hua Zhou
  30. Efficient Non-stationary Online Learning by Wavelets with Applications to Online Distribution Shift Adaptation
    ICML 2024 ·
    Yu-Yang Qian
    ,
    Peng Zhao
    ,
    Yu-Jie Zhang
    ,
    Masashi Sugiyama
    , Zhi-Hua Zhou
  31. Gradient-Variation Online Learning under Generalized Smoothness
    NeurIPS 2024 ·
    Yan-Feng Xie
    ,
    Peng Zhao
    , Zhi-Hua Zhou
  32. Handling Learnwares from Heterogeneous Feature Spaces with Explicit Label Exploitation
    NeurIPS 2024 ·
    Peng Tan
    ,
    Hai-Tian Liu
    ,
    Zhi-Hao Tan
    , Zhi-Hua Zhou
  33. Handling Varied Objectives by Online Decision Making
    SIGKDD 2024 ·
    Lanjihong Ma
    ,
    Zhen-Yu Zhang
    ,
    Yao-Xiang Ding
    , Zhi-Hua Zhou
  34. Improved Algorithm for Adversarial Linear Mixture MDPs with Bandit Feedback and Unknown Transition
    AISTATS 2024 ·
    Long-Fei Li
    ,
    Peng Zhao
    , Zhi-Hua Zhou
  35. Learning Only When It Matters: Cost-Aware Long-Tailed Classification
    AAAI 2024 ·
    Yu-Cheng He
    ,
    Yao-Xiang Ding
    ,
    Han-Jia Ye
    , Zhi-Hua Zhou
  36. Learning with Adaptive Resource Allocation
    ICML 2024 ·
    Jing Wang
    ,
    Miao Yu
    ,
    Peng Zhao
    , Zhi-Hua Zhou
  37. Near-Optimal Dynamic Regret for Adversarial Linear Mixture MDPs
    NeurIPS 2024 ·
    Long-Fei Li
    ,
    Peng Zhao
    , Zhi-Hua Zhou
  38. On the Ability of Developers' Training Data Preservation of Learnware
    NeurIPS 2024 ·
    Hao-Yi Lei
    ,
    Zhi-Hao Tan
    , Zhi-Hua Zhou
  39. Policy Rehearsing: Training Generalizable Policies for Reinforcement Learning
    ICLR 2024 ·
    Chengxing Jia
    ,
    Chenxiao Gao
    ,
    Hao Yin
    ,
    Fuxiang Zhang
    ,
    Xiong-Hui Chen
    ,
    Tian Xu
    ,
    Lei Yuan
    ,
    Zongzhang Zhang
    , Zhi-Hua Zhou,
    Yang Yu
  40. Provably Efficient Reinforcement Learning with Multinomial Logit Function Approximation
    NeurIPS 2024 ·
    Long-Fei Li
    ,
    Yu-Jie Zhang
    ,
    Peng Zhao
    , Zhi-Hua Zhou
  41. 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
  42. Towards Making Learnware Specification and Market Evolvable
    AAAI 2024 ·
    Jian-Dong Liu
    ,
    Zhi-Hao Tan
    , Zhi-Hua Zhou