Zhenhui Li
- Deep Multi-View Spatial-Temporal Network for Taxi Demand Prediction
2018/02/23 by Huaxiu Yao, Fei Wu, Yao, Huaxiu +15 · 53 citations
Engineering · Social Sciences · #Traffic Prediction and Management Techniques #Transportation Planning and Optimization #Human Mobility and Location-Based Analysis
- Generalized Fisher Score for Feature Selection
2012/02/14 by Quanquan Gu, Gu, Quanquan, Zhenhui Li +3 · 10 citations
Computer Science · #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Revisiting Spatial-Temporal Similarity: A Deep Learning Framework for Traffic Prediction
2018/03/03 by Huaxiu Yao, Yao, Huaxiu, Xianfeng Tang +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
- Hierarchically Structured Meta-learning
2019/05/13 by Huaxiu Yao, Ying Wei, Yao, Huaxiu +5 · 21 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Domain Adaptation and Few-Shot Learning #Cancer-related molecular mechanisms research #Multimodal Machine Learning Applications
- 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
- 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
- Diagnosing Reinforcement Learning for Traffic Signal Control
2019/05/12 by Guanjie Zheng, Zheng, Guanjie, Xinshi Zang +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
- A Simple Baseline for Travel Time Estimation using Large-Scale Trip Data
2015/12/28 by Hongjian Wang, Zhenhui Li, Wang, Hongjian +5 · 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
- Automated Relational Meta-learning
2020/01/03 by Huaxiu Yao, Xian Wu, Yao, Huaxiu +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
- CBLab: Supporting the Training of Large-scale Traffic Control Policies with Scalable Traffic Simulation
2022/10/03 by Chumeng Liang, Zherui Huang, Liang, Chumeng +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)
- Improving Generalization in Meta-learning via Task Augmentation
2020/07/26 by Huaxiu Yao, Yao, Huaxiu, Long-Kai Huang +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
- 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
- PathBench: A comprehensive comparison benchmark for pathology foundation models towards precision oncology
2025/05/26 by Jiabo Ma, Ma, Jiabo, Yingxue Xu +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
- Online Structured Meta-learning
2020/10/22 by Huaxiu Yao, Yingbo Zhou, Yao, Huaxiu +9 · 1 citation
Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- A Large Model for Non-invasive and Personalized Management of Breast Cancer from Multiparametric MRI
2024/08/08 by Luyang Luo, Luo, Luyang, Mingxiang Wu +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
- Boosting Offline Reinforcement Learning with Residual Generative Modeling
2021/06/19 by Hua Wei, Deheng Ye, Wei, Hua +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