Ke, Ruimin

1. Deep Bidirectional and Unidirectional LSTM Recurrent Neural Network for Network-wide Traffic Speed Prediction
   2018/01/07 by Zhiyong Cui, Cui, Zhiyong, Ruimin Ke +3 · 20 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
2. 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 · 18 citations
   Engineering · Social Sciences · #Traffic Prediction and Management Techniques #Traffic control and management #Transportation Planning and Optimization
3. ChatSUMO: Large Language Model for Automating Traffic Scenario Generation in Simulation of Urban MObility
   2024/08/29 by Shuyang Li, Talha Azfar, Li, Shuyang +3 · 17 citations
   Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Traffic Prediction and Management Techniques
4. Stacked Bidirectional and Unidirectional LSTM Recurrent Neural Network for Forecasting Network-wide Traffic State with Missing Values
   2020/05/24 by Zhiyong Cui, Cui, Zhiyong, Ruimin Ke +5 · 4 citations
   Engineering · Social Sciences · #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Signal Processing (eess.SP) #Traffic Prediction and Management Techniques #Traffic control and management #Transportation Planning and Optimization #electronic engineering #information engineering
5. Deep Learning based Computer Vision Methods for Complex Traffic Environments Perception: A Review
   2022/11/09 by Azfar, Talha, Li, Jinlong, Yu, Hongkai +3 · 4 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
6. Quantum Computing in Intelligent Transportation Systems: A Survey
   2024/06/02 by Yifan Zhuang, Zhuang, Yifan, Talha Azfar +11 · 5 citations
   Computer Science · #Quantum Computing Algorithms and Architecture
7. Quantum-Assisted Vehicle Routing: Realizing QAOA-based Approach on Gate-Based Quantum Computer
   2025/05/02 by Azfar, Talha, Raisuddin, Osama Muhammad, Ke, Ruimin +1 · 1 citation
   #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Physical sciences #Quantum Physics (quant-ph)
8. Traffic Co-Simulation Framework Empowered by Infrastructure Camera Sensing and Reinforcement Learning
   2024/12/05 by Azfar, Talha, Huang, Kaicong, Tracy, Andrew +3 · 1 citation
   #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Systems and Control (eess.SY) #electronic engineering #information engineering
9. TransitReID: Transit OD Data Collection with Occlusion-Resistant Dynamic Passenger Re-Identification
   2025/04/15 by K.S. Huang, Huang, Kaicong, Talha Azfar +5 · 2 citations
   Computer Science · Social Sciences · #Video Surveillance and Tracking Methods #Human Mobility and Location-Based Analysis #Advanced Neural Network Applications
10. Enhancing Disaster Resilience with UAV-Assisted Edge Computing: A Reinforcement Learning Approach to Managing Heterogeneous Edge Devices
    2025/01/25 by Talha Azfar, Azfar, Talha, K.S. Huang +3 · 1 citation
    Computer Science · Engineering · #IoT and Edge/Fog Computing #Anomaly Detection Techniques and Applications #UAV Applications and Optimization