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Wang, Jingyuan

  1. PDFormer: Propagation Delay-Aware Dynamic Long-Range Transformer for Traffic Flow Prediction
    2023/01/19 by Jiawei Jiang, Chengkai Han, Jiang, Jiawei +5 · 19 citations
    Engineering · Social Sciences · #Traffic Prediction and Management Techniques #Traffic control and management #Transportation Planning and Optimization
  2. Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics
    2022/11/17 by Jiawei Jiang, Jiang, Jiawei, Dayan Pan +9 · 16 citations
    Computer Science · Social Sciences · #Data Management and Algorithms #FOS: Computer and information sciences #Geographic Information Systems Studies #Human Mobility and Location-Based Analysis #Machine Learning (cs.LG)
  3. Infinite Retrieval: Attention Enhanced LLMs in Long-Context Processing
    2025/02/18 by Xinyue Ye, Xiaoju Ye, Ye, Xiaoju +4 · 5 voices · 1 citation
    Computer Science · #Image Retrieval and Classification Techniques #Topic Modeling #Advanced Image and Video Retrieval Techniques
  4. Spatio-Temporal Self-Supervised Learning for Traffic Flow Prediction
    2022/12/07 by Ji, Jiahao, Wang, Jingyuan, Huang, Chao +5 · 9 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  5. Multilevel Wavelet Decomposition Network for Interpretable Time Series Analysis
    2018/06/23 by Jingyuan Wang, Wang, Jingyuan, Ze Wang +5 · 5 citations
    Computer Science · Decision Sciences · Economics, Econometrics and Finance · #Complex Systems and Time Series Analysis #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Signal Processing (eess.SP) #Stock Market Forecasting Methods #Time Series Analysis and Forecasting #electronic engineering #information engineering
  6. AirPhyNet: Harnessing Physics-Guided Neural Networks for Air Quality Prediction
    2024/02/06 by Kethmi Hirushini Hettige, Hettige, Kethmi Hirushini, Jiahao Ji +9 · 9 citations
    Environmental Science · #Air Quality Monitoring and Forecasting #Air Quality and Health Impacts #Applied Physics (physics.app-ph) #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG)
  7. Empowering A* Search Algorithms with Neural Networks for Personalized Route Recommendation
    2019/07/19 by Jingyuan Wang, Ning Wu, Wang, Jingyuan +7 · 5 citations
    Computer Science · Social Sciences · Engineering · #Data Management and Algorithms #Human Mobility and Location-Based Analysis #Traffic Prediction and Management Techniques
  8. LibCity: A Unified Library Towards Efficient and Comprehensive Urban Spatial-Temporal Prediction
    2023/04/27 by Jiawei Jiang, Jiang, Jiawei, Chengkai Han +7 · 6 citations
    Social Sciences · Engineering · Environmental Science · #Human Mobility and Location-Based Analysis #Traffic Prediction and Management Techniques #Land Use and Ecosystem Services
  9. Seeing the Unseen: Learning Basis Confounder Representations for Robust Traffic Prediction
    2023/11/21 by Jiahao Ji, Wentao Zhang, Ji, Jiahao +5 · 7 citations
    Engineering · Social Sciences · #Traffic Prediction and Management Techniques #Human Mobility and Location-Based Analysis #Transportation Planning and Optimization
  10. Continuous Trajectory Generation Based on Two-Stage GAN
    2023/01/16 by Wenjun Jiang, Jiang, Wenjun, Wayne Xin Zhao +5 · 4 citations
    Computer Science · Engineering · Social Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Machine Learning (cs.LG) #Traffic Prediction and Management Techniques #Video Surveillance and Tracking Methods
  11. BIGCity: A Universal Spatiotemporal Model for Unified Trajectory and Traffic State Data Analysis
    2024/12/01 by Yu Xie, Yu, Xie, Jingyuan Wang +7 · 8 citations
    Engineering · Social Sciences · #Traffic Prediction and Management Techniques #Traffic control and management #Transportation Planning and Optimization
  12. MiniRAG: Towards Extremely Simple Retrieval-Augmented Generation
    2025/01/12 by Fan, Tianyu, Wang, Jingyuan, Ren, Xubin +1 · 8 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  13. POI-Enhancer: An LLM-based Semantic Enhancement Framework for POI Representation Learning
    2025/02/14 by Cheng, Jiawei, Wang, Jingyuan, Zhang, Yichuan +4 · 9 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  14. Full Bayesian Significance Testing for Neural Networks
    2024/01/24 by Liu, Zehua, Li, Zimeng, Wang, Jingyuan +1 · 4 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  15. Bridging Traffic State and Trajectory for Dynamic Road Network and Trajectory Representation Learning
    2025/02/08 by Han, Chengkai, Wang, Jingyuan, Wang, Yongyao +4 · 8 citations
    #68T07 #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #I.2.m #Machine Learning (cs.LG)
  16. Genie Centurion: Accelerating Scalable Real-World Robot Training with Human Rewind-and-Refine Guidance
    2025/05/24 by Wenhao Wang, Wang, Wenhao, Chi-Ming Liu +25 · 7 citations
    Computer Science · Engineering · #FOS: Computer and information sciences #Robotic Locomotion and Control #Robotic Path Planning Algorithms #Robotics (cs.RO) #Robotics and Sensor-Based Localization
  17. Not Everything is All You Need: Toward Low-Redundant Optimization for Large Language Model Alignment
    2024/06/18 by Chen, Zhipeng, Zhou, Kun, Zhao, Wayne Xin +2 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  18. Time-reversal symmetry breaking in charge density wave of CsV3Sb5 detected by polar Kerr effect
    2022/08/17 by Hu, Yajian, Yamane, Soichiro, Mattoni, Giordano +10 · 2 citations
    #FOS: Physical sciences #Strongly Correlated Electrons (cond-mat.str-el)
  19. GTG: Generalizable Trajectory Generation Model for Urban Mobility
    2025/02/03 by Jingyuan Wang, Wang, Jingyuan, Yudong Li +2 · 4 citations
    Engineering · Social Sciences · #Transportation and Mobility Innovations #Transportation Planning and Optimization #Traffic Prediction and Management Techniques
  20. Distributionally Robust Policy Learning under Concept Drifts
    2024/12/18 by Wang, Jingyuan, Ren, Zhimei, Zhan, Ruohan +1 · 3 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  21. Inferring Metapopulation Propagation Network for Intra-city Epidemic Control and Prevention
    2018/06/23 by Wang, Jingyuan, Wang, Xiaojian, Wu, Junjie · 1 citation
    #FOS: Computer and information sciences #FOS: Physical sciences #Physics and Society (physics.soc-ph) #Social and Information Networks (cs.SI)
  22. Multi-Factor Spatio-Temporal Prediction based on Graph Decomposition Learning
    2023/10/16 by Jiahao Ji, Jingyuan Wang, Ji, Jiahao +5 · 2 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
  23. Learning Universal Multi-level Market Irrationality Factors to Improve Stock Return Forecasting
    2025/02/07 by Chen Yang, Jingyuan Wang, Yang, Chen +5 · 2 citations
    Decision Sciences · #Stock Market Forecasting Methods #Forecasting Techniques and Applications
  24. The Web Can Be Your Oyster for Improving Large Language Models
    2023/05/18 by Li, Junyi, Tang, Tianyi, Zhao, Wayne Xin +3 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  25. Research on the Spatial Data Intelligent Foundation Model
    2024/05/30 by Wang, Shaohua, Xie, Xing, Li, Yong +28 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  26. FedCache 2.0: Federated Edge Learning with Knowledge Caching and Dataset Distillation
    2024/05/22 by Pan, Quyang, Sun, Sheng, Wu, Zhiyuan +4 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  27. Proposal Report for the 2nd SciCAP Competition 2024
    2024/07/02 by Li, Pengpeng, Li, Tingmin, Wang, Jingyuan +2 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  28. A Lightweight and Real-Time Binaural Speech Enhancement Model with Spatial Cues Preservation
    2024/09/19 by Wang, Jingyuan, Zhang, Jie, Chen, Shihao +1 · 1 citation
    #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
  29. Learnable Sparse Customization in Heterogeneous Edge Computing
    2024/12/10 by Jingjing Xue, Sheng Sun, Xue, Jingjing +9 · 1 citation
    Health Professions · Social Sciences · #Innovation in Digital Healthcare Systems #Advanced Computing and Algorithms #Multimedia Communication and Technology
  30. VecCity: A Taxonomy-guided Library for Map Entity Representation Learning
    2024/10/31 by Zhang, Wentao, Wang, Jingyuan, Yang, Yifan +1 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)