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Li, Zhenhui

  1. Deep Multi-View Spatial-Temporal Network for Taxi Demand Prediction
    2018/02/23 by Huaxiu Yao, Yao, Huaxiu, Fei Wu +15 · 54 citations
    Engineering · Social Sciences · #Traffic Prediction and Management Techniques #Transportation Planning and Optimization #Human Mobility and Location-Based Analysis
  2. Generalized Fisher Score for Feature Selection
    2012/02/14 by Quanquan Gu, Zhenhui Li, Gu, Quanquan +3 · 10 citations
    Computer Science · Mathematics · #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.LG #stat.ML
  3. Revisiting Spatial-Temporal Similarity: A Deep Learning Framework for Traffic Prediction
    2018/03/03 by Huaxiu Yao, Xianfeng Tang, Yao, Huaxiu +7 · 13 citations
    Engineering · Social Sciences · #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Machine Learning (cs.LG) #Traffic Prediction and Management Techniques #Transportation Planning and Optimization
  4. Hierarchically Structured Meta-learning
    2019/05/13 by Huaxiu Yao, Yao, Huaxiu, Ying Wei +5 · 23 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Domain Adaptation and Few-Shot Learning #Cancer-related molecular mechanisms research #Multimodal Machine Learning Applications
  5. A Survey on Traffic Signal Control Methods
    2019/04/17 by Wei, Hua, Zheng, Guanjie, Gayah, Vikash +1 · 11 citations
    #68Txx #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  6. A Multimodal Knowledge-enhanced Whole-slide Pathology Foundation Model
    2024/07/22 by Yingxue Xu, Xu, Yingxue, Yihui Wang +27 · 26 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #AI in cancer detection #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  7. Few-Shot Knowledge Graph Completion
    2019/11/26 by Chuxu Zhang, Huaxiu Yao, Zhang, Chuxu +9 · 8 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
  8. Towards A Generalizable Pathology Foundation Model via Unified Knowledge Distillation
    2024/07/26 by Jiabo Ma, Ma, Jiabo, Zhengrui Guo +35 · 21 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #AI in cancer detection #Biomedical Text Mining and Ontologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Machine Learning in Healthcare #electronic engineering #information engineering
  9. Graph Few-shot Learning via Knowledge Transfer
    2019/10/07 by Huaxiu Yao, Chuxu Zhang, Yao, Huaxiu +13 · 7 citations
    Computer Science · #Advanced Graph Neural Networks #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM
  10. Diagnosing Reinforcement Learning for Traffic Signal Control
    2019/05/12 by Guanjie Zheng, Xinshi Zang, Zheng, Guanjie +13 · 6 citations
    Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Traffic Prediction and Management Techniques #Traffic and Road Safety #Traffic control and management
  11. Learning Phase Competition for Traffic Signal Control
    2019/05/12 by Zheng, Guanjie, Xiong, Yuanhao, Zang, Xinshi +6 · 5 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  12. A Simple Baseline for Travel Time Estimation using Large-Scale Trip Data
    2015/12/28 by Hongjian Wang, Zhenhui Li, Wang, Hongjian +6 · 3 citations
    Computer Science · Social Sciences · #Computers and Society (cs.CY) #Data Management and Algorithms #FOS: Computer and information sciences #H.2.8 #Human Mobility and Location-Based Analysis #I.2.6 #Machine Learning (cs.LG) #Time Series Analysis and Forecasting #cs.CY #cs.LG
  13. Learning from Multiple Cities: A Meta-Learning Approach for Spatial-Temporal Prediction
    2019/01/24 by Yao, Huaxiu, Liu, Yiding, Wei, Ying +2 · 3 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  14. Automated Relational Meta-learning
    2020/01/03 by Huaxiu Yao, Yao, Huaxiu, Xian Wu +10 · 5 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications
  15. CBLab: Supporting the Training of Large-scale Traffic Control Policies with Scalable Traffic Simulation
    2022/10/03 by Chumeng Liang, Liang, Chumeng, Zherui Huang +15 · 3 citations
    Engineering · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #Distributed #FOS: Computer and information sciences #FOS: Physical sciences #Parallel #Physics and Society (physics.soc-ph) #Software Engineering (cs.SE) #Traffic Prediction and Management Techniques #Traffic control and management #Vehicular Ad Hoc Networks (VANETs) #and Cluster Computing (cs.DC)
  16. Improving Generalization in Meta-learning via Task Augmentation
    2020/07/26 by Huaxiu Yao, Long-Kai Huang, Yao, Huaxiu +13 · 2 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Multimodal Machine Learning Applications
  17. Learning to Simulate on Sparse Trajectory Data
    2021/03/22 by Hua Wei, Chacha Chen, Wei, Hua +7 · 2 citations
    Engineering · Social Sciences · #Artificial Intelligence (cs.AI) #Autonomous Vehicle Technology and Safety #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Machine Learning (cs.LG) #Traffic Prediction and Management Techniques
  18. PathBench: A comprehensive comparison benchmark for pathology foundation models towards precision oncology
    2025/05/26 by Jiabo Ma, Yingxue Xu, Ma, Jiabo +48 · 8 citations
    Medicine · Computer Science · Biochemistry, Genetics and Molecular Biology · #Radiomics and Machine Learning in Medical Imaging #AI in cancer detection #Cancer Genomics and Diagnostics
  19. Online Structured Meta-learning
    2020/10/22 by Huaxiu Yao, Yao, Huaxiu, Yingbo Zhou +9 · 1 citation
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  20. A Large Model for Non-invasive and Personalized Management of Breast Cancer from Multiparametric MRI
    2024/08/08 by Luyang Luo, Mingxiang Wu, Luo, Luyang +19 · 2 citations
    Medicine · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #MRI in cancer diagnosis #Medical Imaging Techniques and Applications #Radiomics and Machine Learning in Medical Imaging
  21. Boosting Offline Reinforcement Learning with Residual Generative Modeling
    2021/06/19 by Hua Wei, Wei, Hua, Deheng Ye +13 · 1 citation
    Computer Science · Economics, Econometrics and Finance · #68T01 #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #FOS: Computer and information sciences #I.2.1 #I.2.8 #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Sports Analytics and Performance