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Lijun Sun

  1. Inductive Graph Neural Networks for Spatiotemporal Kriging
    2020/06/13 by Yuankai Wu, Dingyi Zhuang, Wu, Yuankai +5 · 16 citations
    Computer Science · #Data Visualization and Analytics #Time Series Analysis and Forecasting #Bayesian Modeling and Causal Inference
  2. Spatial Aggregation and Temporal Convolution Networks for Real-time Kriging
    2021/09/24 by Yuankai Wu, Wu, Yuankai, Dingyi Zhuang +7 · 4 citations
    Computer Science · #Data Management and Algorithms #Data Visualization and Analytics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting
  3. Low-Rank Hankel Tensor Completion for Traffic Speed Estimation
    2021/05/21 by Xudong Wang, Wang, Xudong, Yuankai Wu +5 · 5 citations
    Engineering · Mathematics · #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #Sparse and Compressive Sensing Techniques #Tensor decomposition and applications #Traffic Prediction and Management Techniques #electronic engineering #information engineering
  4. Multi-Agent Coordination across Diverse Applications: A Survey
    2025/02/20 by Lijun Sun, Sun, Lijun, Yang, Yijun +11 · 14 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Distributed Control Multi-Agent Systems #FOS: Computer and information sciences #Modular Robots and Swarm Intelligence #Multi-Agent Systems and Negotiation #Multiagent Systems (cs.MA)
  5. AgentThink: A Unified Framework for Tool-Augmented Chain-of-Thought Reasoning in Vision-Language Models for Autonomous Driving
    2025/05/21 by Kangan Qian, Shan Jiang, Qian, Kangan +38 · 16 citations
    Computer Science · Social Sciences · #Multimodal Machine Learning Applications #Explainable Artificial Intelligence (XAI) #Ethics and Social Impacts of AI
  6. A Survey on Vision-Language-Action Models for Autonomous Driving
    2025/06/30 by Shan Jiang, Zilin Huang, Jiang, Sicong +36 · 18 citations
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Robotics (cs.RO)
  7. Traffic State Estimation from Vehicle Trajectories with Anisotropic Gaussian Processes
    2023/03/04 by Fan Wu, Zhanhong Cheng, Wu, Fan +7 · 3 citations
    Engineering · #Traffic Prediction and Management Techniques #Vehicle emissions and performance #Autonomous Vehicle Technology and Safety
  8. Probabilistic forecasting of bus travel time with a Bayesian Gaussian mixture model
    2022/06/14 by Xiaoxu Chen, Chen, Xiaoxu, Zhanhong Cheng +7 · 2 citations
    Engineering · Social Sciences · #Applications (stat.AP) #FOS: Computer and information sciences #Traffic Prediction and Management Techniques #Transportation Planning and Optimization #Vehicle emissions and performance
  9. Forecasting Sparse Movement Speed of Urban Road Networks with Nonstationary Temporal Matrix Factorization
    2022/03/20 by Xinyu Chen, Chengyuan Zhang, Chen, Xinyu +7 · 2 citations
    Computer Science · Mathematics · #Time Series Analysis and Forecasting #Statistical and numerical algorithms
  10. MVG-CRPS: A Robust Loss Function for Multivariate Probabilistic Forecasting
    2024/10/11 by Vincent Zhihao Zheng, Zheng, Vincent Zhihao, Lijun Sun +1 · 4 citations
    Decision Sciences · #FOS: Computer and information sciences #Forecasting Techniques and Applications #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  11. Discovering Dynamic Patterns from Spatiotemporal Data with Time-Varying Low-Rank Autoregression
    2022/11/28 by Xinyu Chen, Chen, Xinyu, Chengyuan Zhang +7 · 2 citations
    Social Sciences · #Human Mobility and Location-Based Analysis
  12. Low-Rank Autoregressive Tensor Completion for Multivariate Time Series Forecasting
    2020/06/18 by Xinyu Chen, Lijun Sun, Chen, Xinyu +1 · 1 citation
    Engineering · Mathematics · Medicine · #Advanced Neuroimaging Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Sparse and Compressive Sensing Techniques #Tensor decomposition and applications
  13. Efficient Connected and Automated Driving System with Multi-agent Graph Reinforcement Learning
    2020/07/06 by Tianyu Shi, Shi, Tianyu, Jiawei Wang +7 · 1 citation
    Engineering · #Autonomous Vehicle Technology and Safety #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Traffic control and management #Transportation and Mobility Innovations
  14. HIV RNA and proviral HIV DNA can be detected in semen after 6 months of antiretroviral therapy although HIV RNA is undetectable in blood
    2016/02/01 by Peiwei Du, An Liu, Yanmei Jiao +6 · 2 citations
    Immunology and Microbiology · Medicine · Social Sciences · #HIV Research and Treatment #HIV/AIDS Research and Interventions #Sex work and related issues
  15. Hankel-structured Tensor Robust PCA for Multivariate Traffic Time Series Anomaly Detection
    2021/10/08 by Xudong Wang, Luis Miranda-Moreno, Wang, Xudong +3 · 1 citation
    Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Blind Source Separation Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Sparse and Compressive Sensing Techniques
  16. Shareable Driving Style Learning and Analysis with a Hierarchical Latent Model
    2023/10/23 by Chaopeng Zhang, Zhang, Chaopeng, Wenshuo Wang +9 · 2 citations
    Computer Science · Engineering · #Autonomous Vehicle Technology and Safety #FOS: Computer and information sciences #Robotics (cs.RO) #Traffic and Road Safety #Video Surveillance and Tracking Methods
  17. Fairness- and uncertainty-aware data generation for data-driven design
    2023/09/11 by Jiarui Xie, Xie, Jiarui, Chonghui Zhang +5 · 1 citation
    Engineering · #BIM and Construction Integration #Computational Engineering #Data Analysis #Design Education and Practice #FOS: Computer and information sciences #FOS: Physical sciences #Finance #Manufacturing Process and Optimization #Statistics and Probability (physics.data-an) #and Science (cs.CE)
  18. Learning Car-Following Behaviors Using Bayesian Matrix Normal Mixture Regression
    2024/04/24 by Chengyuan Zhang, Zhang, Chengyuan, Kehua Chen +7 · 2 citations
    Engineering · Social Sciences · #Applications (stat.AP) #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