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Zhi‐Hua Zhou

  1. Ensembling neural networks: Many could be better than all
    2002/05/01 by Zhi-Hua Zhou, Zhi‐Hua Zhou, Jianxin Wu +1 · 58 citations
    Computer Science · #Neural Networks and Applications #Face and Expression Recognition #Machine Learning and Data Classification
  2. A Review on Multi-Label Learning Algorithms
    2013/05/31 by Min-Ling Zhang, Zhi-Hua Zhou, Zhi‐Hua Zhou · 34 citations
    Computer Science · #Algorithms and Data Compression #Spam and Phishing Detection #Text and Document Classification Technologies
  3. Multi-instance multi-label learning
    2011/10/19 by Zhi-Hua Zhou, Zhi‐Hua Zhou, Min-Ling Zhang +2 · 22 citations
    Computer Science · #Text and Document Classification Technologies #Image Retrieval and Classification Techniques #Music and Audio Processing
  4. Adaptive Online Learning in Dynamic Environments
    2018/10/25 by Lijun Zhang, Zhang, Lijun, Shiyin Lu +3 · 13 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Online Learning and Analytics #Reinforcement Learning in Robotics
  5. Minimal Gated Unit for Recurrent Neural Networks
    2016/03/31 by Guobing Zhou, Jianxin Wu, Zhou, Guo-Bing +5 · 7 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE) #Topic Modeling
  6. Dynamic Regret of Convex and Smooth Functions
    2020/07/07 by Peng Zhao, Zhao, Peng, Yujie Zhang +5 · 10 citations
    Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
  7. Multi-Instance Learning by Treating Instances As Non-I.I.D. Samples
    2008/07/12 by Zhi‐Hua Zhou, Yuyin Sun, Zhou, Zhi-Hua +3 · 4 citations
    Computer Science · #Image Retrieval and Classification Techniques #Text and Document Classification Technologies #Advanced Image and Video Retrieval Techniques
  8. Open-environment Machine Learning
    2022/06/01 by Zhi‐Hua Zhou, Zhou, Zhi-Hua · 7 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
  9. Learning to Confuse: Generating Training Time Adversarial Data with Auto-Encoder
    2019/05/22 by Feng Ji, Feng, Ji, Qi-Zhi Cai +4 · 5 citations
    Computer Science · Engineering · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  10. Multi-Label Learning with Global and Local Label Correlation
    2017/04/04 by Yue Zhu, Zhu, Yue, James T. Kwok +3 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Music and Audio Processing #Natural Language Processing Techniques #Text and Document Classification Technologies
  11. Selective Convolutional Descriptor Aggregation for Fine-Grained Image Retrieval
    2016/04/18 by Xiu-Shen Wei, Wei, Xiu-Shen, Jian-Hao Luo +5 · 4 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques
  12. Learning to Generate Posters of Scientific Papers
    2016/04/05 by Yuting Qiang, Yanwei Fu, Qiang, Yuting +7 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Visualization and Analytics #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Image Retrieval and Classification Techniques #Machine Learning (stat.ML) #Multimedia (cs.MM) #Video Analysis and Summarization
  13. Stochastic Approximation Approaches to Group Distributionally Robust Optimization and Beyond
    2023/02/18 by Lijun Zhang, Zhang, Lijun, Peng Zhao +6 · 5 citations
    Computer Science · Decision Sciences · #Blockchain Technology Applications and Security #FOS: Computer and information sciences #Machine Learning (cs.LG) #Risk and Portfolio Optimization #Stochastic Gradient Optimization Techniques
  14. Classification under Streaming Emerging New Classes: A Solution using Completely Random Trees
    2016/05/30 by Xin Mu, Kai Ming Ting, Mu, Xin +3 · 2 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Data Stream Mining Techniques #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG)
  15. Soft Gradient Boosting Machine
    2020/06/07 by Ji Feng, Feng, Ji, Yi-Xuan Xu +5 · 2 citations
    Computer Science · #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Neural Networks and Applications
  16. Generalist Reward Models: Found Inside Large Language Models
    2025/06/29 by Yichen Li, Li, Yi-Chen, Tianmin Xu +14 · 11 citations
    Computer Science · #Explainable Artificial Intelligence (XAI) #Multimodal Machine Learning Applications #Topic Modeling
  17. Exploiting Unlabeled Data to Enhance Ensemble Diversity
    2009/09/19 by Min-Ling Zhang, Zhang, Min-Ling, Zhi‐Hua Zhou +1 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Machine Learning and Data Classification
  18. Efficient Methods for Non-stationary Online Learning
    2023/09/16 by Peng Zhao, Zhao, Peng, Yanfeng Xie +5 · 3 citations
    Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
  19. Large Margin Distribution Machine
    2013/11/05 by Teng Zhang, Zhi‐Hua Zhou, Zhang, Teng +1 · 1 citation
    Computer Science · #Face and Expression Recognition #Machine Learning and ELM #Text and Document Classification Technologies
  20. Stochastic Approximation of Smooth and Strongly Convex Functions: Beyond the O(1/T) Convergence Rate
    2019/01/27 by Lijun Zhang, Zhang, Lijun, Zhi‐Hua Zhou +1 · 2 citations
    Computer Science · Engineering · Decision Sciences · #Stochastic Gradient Optimization Techniques #Sparse and Compressive Sensing Techniques #Risk and Portfolio Optimization
  21. Efficient Rectification of Neuro-Symbolic Reasoning Inconsistencies by Abductive Reflection
    2024/12/11 by Wenchao Hu, Wang-Zhou Dai, Hu, Wen-Chao +5 · 3 citations
    Computer Science · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG) #Neural Networks and Applications
  22. Multi-Label Learning with Deep Forest
    2019/11/15 by Liang Yang, Xi-Zhu Wu, Yang, Liang +5 · 1 citation
    Computer Science · #Text and Document Classification Technologies #Natural Language Processing Techniques #Topic Modeling
  23. Maximizing Submodular or Monotone Approximately Submodular Functions by Multi-objective Evolutionary Algorithms
    2017/11/20 by Chao Qian, Yang Yu, Qian, Chao +7 · 1 citation
    Computer Science · Engineering · #Metaheuristic Optimization Algorithms Research #Scheduling and Optimization Algorithms #Vehicle Routing Optimization Methods
  24. TreeLoRA: Efficient Continual Learning via Layer-Wise LoRAs Guided by a Hierarchical Gradient-Similarity Tree
    2025/06/12 by Yu-Yang Qian, Yiqin Xu, Qian, Yu-Yang +7 · 2 citations
    Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Artificial Intelligence in Healthcare and Education