Zhiyong Cui

1. Traffic Graph Convolutional Recurrent Neural Network: A Deep Learning Framework for Network-Scale Traffic Learning and Forecasting
   2018/02/20 by Zhiyong Cui, Kristian Henrickson, Cui, Zhiyong +7 · 9 citations
   Engineering · Social Sciences · #Traffic Prediction and Management Techniques #Traffic control and management #Transportation Planning and Optimization
2. Deep Bidirectional and Unidirectional LSTM Recurrent Neural Network for Network-wide Traffic Speed Prediction
   2018/01/07 by Zhiyong Cui, Ruimin Ke, Cui, Zhiyong +3 · 9 citations
   Engineering · Social Sciences · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Traffic Prediction and Management Techniques #Traffic control and management #Transportation Planning and Optimization
3. Stag-1: Towards Realistic 4D Driving Simulation with Video Generation Model
   2024/12/06 by Lening Wang, Wenzhao Zheng, Wang, Lening +19 · 7 citations
   Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Autonomous Vehicle Technology and Safety #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Simulation and Modeling Applications
4. Stacked bidirectional and unidirectional LSTM recurrent neural network for forecasting network-wide traffic state with missing values
   2020/09/01 by Zhiyong Cui, Ruimin Ke, Ziyuan Pu +1 · 2 citations
5. AccidentGPT: Accident Analysis and Prevention from V2X Environmental Perception with Multi-modal Large Model
   2023/12/20 by Lening Wang, Wang, Lening, Yilong Ren +19 · 3 citations
   Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Autonomous Vehicle Technology and Safety #Computational Engineering #FOS: Computer and information sciences #Finance #Traffic Prediction and Management Techniques #and Science (cs.CE)
6. KoMA: Knowledge-driven Multi-agent Framework for Autonomous Driving with Large Language Models
   2024/07/19 by Kemou Jiang, Jiang, Kemou, Xuan Cai +17 · 4 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
7. TPLLM: A Traffic Prediction Framework Based on Pretrained Large Language Models
   2024/03/04 by Yilong Ren, Yue Chen, Ren, Yilong +9 · 3 citations
   Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Traffic Prediction and Management Techniques
8. Real-time Accident Anticipation for Autonomous Driving Through Monocular Depth-Enhanced 3D Modeling
   2024/09/02 by Haicheng Liao, Yongkang Li, Liao, Haicheng +17 · 3 citations
   Engineering · Computer Science · #Autonomous Vehicle Technology and Safety #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques
9. A survey on reinforcement learning-based control for signalized intersections with connected automated vehicles
   2024/07/17 by Kaiwen Zhang, Zhiyong Cui, Wanjing Ma · 2 citations
10. NEST: A Neuromodulated Small-world Hypergraph Trajectory Prediction Model for Autonomous Driving
    2024/12/16 by Chengyue Wang, Wang, Chengyue, Haicheng Liao +15 · 3 citations
    Engineering · #Artificial Intelligence (cs.AI) #Autonomous Vehicle Technology and Safety #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO) #Traffic Prediction and Management Techniques #Vehicle emissions and performance
11. Inferring Heterogeneous Treatment Effects of Crashes on Highway Traffic: A Doubly Robust Causal Machine Learning Approach
    2024/01/01 by Shuang Li, Ziyuan Pu, Li, Shuang +9 · 1 citation
    Engineering · Social Sciences · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Traffic Prediction and Management Techniques #Traffic and Road Safety #Urban Transport and Accessibility