Jingyuan Wang

1. PDFormer: Propagation Delay-Aware Dynamic Long-Range Transformer for Traffic Flow Prediction
   2023/01/19 by Jiawei Jiang, Jiang, Jiawei, Chengkai Han +5 · 20 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, Zhichun Wang +4 · 5 voices · 1 citation
   Computer Science · #Image Retrieval and Classification Techniques #Topic Modeling #Advanced Image and Video Retrieval Techniques
4. Multilevel Wavelet Decomposition Network for Interpretable Time Series Analysis
   2018/06/23 by Jingyuan Wang, Wang, Jingyuan, Ze Wang +5 · 6 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
5. AirPhyNet: Harnessing Physics-Guided Neural Networks for Air Quality Prediction
   2024/02/06 by Kethmi Hirushini Hettige, Jiahao Ji, Hettige, Kethmi Hirushini +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)
6. 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
7. LibCity: A Unified Library Towards Efficient and Comprehensive Urban Spatial-Temporal Prediction
   2023/04/27 by Jiawei Jiang, Chengkai Han, Jiang, Jiawei +7 · 6 citations
   Social Sciences · Engineering · Environmental Science · #Human Mobility and Location-Based Analysis #Traffic Prediction and Management Techniques #Land Use and Ecosystem Services
8. Continuous Trajectory Generation Based on Two-Stage GAN
   2023/01/16 by Wenjun Jiang, Wayne Xin Zhao, Jiang, Wenjun +5 · 6 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
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. BIGCity: A Universal Spatiotemporal Model for Unified Trajectory and Traffic State Data Analysis
    2024/12/01 by Yu Xie, Jingyuan Wang, Yu, Xie +7 · 8 citations
    Engineering · Social Sciences · #Traffic Prediction and Management Techniques #Traffic control and management #Transportation Planning and Optimization
11. GTG: Generalizable Trajectory Generation Model for Urban Mobility
    2025/02/03 by Jingyuan Wang, Wang, Jingyuan, Lin, Yujing +2 · 4 citations
    Engineering · Social Sciences · #Transportation and Mobility Innovations #Transportation Planning and Optimization #Traffic Prediction and Management Techniques
12. Multi-Factor Spatio-Temporal Prediction based on Graph Decomposition Learning
    2023/10/16 by Jiahao Ji, Ji, Jiahao, Jingyuan Wang +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
13. 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
14. Enhanced Shewanella biofilm promotes bioelectricity generation
    2015/04/20 by Ting Liu, Yang‐Yang Yu, Yangyang Yu +8 · 25 citations
    Environmental Science · Engineering · Chemistry · #Microbial Fuel Cells and Bioremediation #Electrochemical sensors and biosensors #Electrochemical Analysis and Applications
15. 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