Simon Hu

According to our database, Simon Hu authored at least 40 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Cooperative Traffic Signal Control Using a Distributed Agent-Based Deep Reinforcement Learning With Incentive Communication.

Bin Zhou, Qishen Zhou, Simon Hu, Dongfang Ma, Sheng Jin, Der-Horng Lee

IEEE Trans. Intell. Transp. Syst., August, 2024

Optimal Dynamic Pricing of Fast Charging Stations Considering Bounded Rationality of Users and Market Regulation.

Yuanyi Chen, Simon Hu, Shiwei Xie, Yanchong Zheng, Qinru Hu, Qiang Yang

IEEE Trans. Smart Grid, July, 2024

Identifying Critical Links in Urban Transportation Networks Based on Spatio-Temporal Dependency Learning.

Xinlong Huang, Simon Hu, Wei Wang, Ioannis Kaparias, Shaopeng Zhong, Xiaoxiang Na, Michael G. H. Bell, Der-Horng Lee

IEEE Trans. Intell. Transp. Syst., June, 2024

Enhanced Multimodal Trajectory Prediction for Autonomous Vehicles Using Advanced Diffusion Model Techniques.

Song Lian, Bin Zhou, Simon Hu, Jianghan Hu, Gaoang Wang, José Escribano, Xiaoxiang Na, Sheng Jin

Proceedings of the IEEE Intelligent Vehicles Symposium, 2024

2023

A Federated Learning-Based Framework for Ride-Sourcing Traffic Demand Prediction.

Simon Hu, Yin Ye, Qinru Hu, Xin Liu, Shaosheng Cao, Howard H. Yang, Yongdong Shen, Panagiotis Angeloudis, Leandro Parada, Chao Wu

IEEE Trans. Veh. Technol., November, 2023

A Generic Approach to Eco-Driving of Connected Automated Vehicles in Mixed Urban Traffic and Heterogeneous Power Conditions.

Yonghui Hu, Peng Yang, Mingming Zhao, Daofei Li, Lihui Zhang, Simon Hu, Wei Hua, Wei Ji, Yibing Wang, Jingqiu Guo

IEEE Trans. Intell. Transp. Syst., November, 2023

STHAN: Transportation Demand Forecasting with Compound Spatio-Temporal Relationships.

Shuai Ling, Zhe Yu, Shaosheng Cao, Haipeng Zhang, Simon Hu

ACM Trans. Knowl. Discov. Data, May, 2023

A CNN-based generative model for vehicle trajectory reconstruction in mixed traffic flow.

Jianghan Hu, Song Lian, Simon Hu, Cristoforo Demartino, Gaoang Wang, Xin Liu, Yongfu Li, Claudio Roncoli, Der-Horng Lee

Proceedings of the 8th International Conference on Models and Technologies for Intelligent Transportation Systems, 2023

Bi-Level Programming Approach for Optimal Charging Station Location and Traffic Assignment in Electric Autonomous Vehicle Systems.

Run Hu, Zheyi Tang, Qinru Hu, Xiaoxiang Na, Panagiotis Angeloudis, Der-Horng Lee, Simon Hu

Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

2022

Longitudinal Platoon Control of Connected Vehicles: Analysis and Verification.

Yongfu Li, Zhenyu Zhong, Yu Song, Qi Sun, Hao Sun, Simon Hu, Yibing Wang

IEEE Trans. Intell. Transp. Syst., 2022

Variable Time Headway Policy Based Platoon Control for Heterogeneous Connected Vehicles With External Disturbances.

Yongfu Li, Qingxiu Lv, Hao Zhu, Haiqing Li, Huaqing Li, Simon Hu, Shuyou Yu, Yibing Wang

IEEE Trans. Intell. Transp. Syst., 2022

A Car-Following Model for Connected and Automated Vehicles With Heterogeneous Time Delays Under Fixed and Switching Communication Topologies.

Yongfu Li, Bangjie Chen, Hang Zhao, Srinivas Peeta, Simon Hu, Yibing Wang, Zuduo Zheng

IEEE Trans. Intell. Transp. Syst., 2022

High Time-Resolution Queue Profile Estimation at Signalized Intersections Based on Extended Kalman Filtering.

Simon Hu, Qishen Zhou, Junyi Li, Yibing Wang, Claudio Roncoli, Lihui Zhang, Lewis Lehe

IEEE Trans. Intell. Transp. Syst., 2022

Machine learning techniques to predict reactionary delays and other associated key performance indicators on British railway network.

Panukorn Taleongpong, Simon Hu, Zhoutong Jiang, Chao Wu, Sunday Popo-Ola, Ke Han

J. Intell. Transp. Syst., 2022

Optimal Control for Vehicle Platoon Considering External Disturbances.

Yongxin Zhu, Yongfu Li, Simon Hu, Shuyou Yu

Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

Modeling and Managing an On-Demand Meal Delivery System with Mixed Autonomy.

Anke Ye, Qishen Zhou, Xin Liu, Yu Zhang, Zhuge Tao, Jun Li, Michael G. H. Bell, Jyotirmoyee Bhattacharjya, Shenglin Ben, Xiqun Chen, Simon Hu

Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

Modeling Freight-Sharing Platform Operations for Optimal Compensation Strategy Using Markov Decision Processes.

Siqi Shu, Zhengqi Chen, Zhe Yu, Shaosheng Cao, Guobin Wu, Donghai Shi, Gaoang Wang, Zuozhu Liu, Xiqun Chen, Xiaoxiang Na, Chao Wu, Simon Hu

Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

2021

Freeway Traffic Control in Presence of Capacity Drop.

Yibing Wang, Xianghua Yu, Siyu Zhang, Pengjun Zheng, Jingqiu Guo, Lihui Zhang, Simon Hu, Senlin Cheng, Heng Wei

IEEE Trans. Intell. Transp. Syst., 2021

Urban Traffic Route Guidance Method With High Adaptive Learning Ability Under Diverse Traffic Scenarios.

Chuanhui Tang, Wenbin Hu, Simon Hu, Marc E. J. Stettler

IEEE Trans. Intell. Transp. Syst., 2021

Queue Profile Identification at Signalized Intersections with High-Resolution Data from Drones.

Qishen Zhou, Roozbeh Mohammadi, Weiming Zhao, Kaihang Zhang, Lihui Zhang, Yibing Wang, Claudio Roncoli, Simon Hu

Proceedings of the 7th International Conference on Models and Technologies for Intelligent Transportation Systems, 2021

Developing Smart Lane-changing Strategies for CAVs on Freeways based on MOBIL and Reinforcement Learning.

Yiyue Ma, Long Wang, Yibing Wang, Jingqiu Guo, Lihui Zhang, Simon Hu, Ioannis Papamichail, Markos Papageorgiou

Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

A Domain Adaptation Framework for Short-term Traffic Prediction.

Junyi Li, Kaihang Zhang, Loutao Shen, Zhebing Wang, Fangce Guo, Panagiotis Angeloudis, Xiqun Michael Chen, Simon Hu

Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

Urban Eco-driving of Connected and Automated Vehicles in Traffic-Mixed and Power-heterogeneous Conditions.

Yonghui Hu, Yibing Wang, Xufeng Jin, Jingqiu Guo, Lihui Zhang, Jun Simon Hu

Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

A Knowledge Management Framework for Vehicle Hazard Analysis.

Xinfeng Liu, Ronghui Zheng, Hongwei Wang, Mark D. Butala, Deng Liu, Xianan Ren, Simon Hu

Proceedings of the IEEE International Conference on e-Business Engineering, 2021

2020

An Automated Machine-Learning Approach for Road Pothole Detection Using Smartphone Sensor Data.

Chao Wu, Zhen Wang, Simon Hu, Julien Lepine, Xiaoxiang Na, Daniel Ainalis, Marc Stettler

Sensors, 2020

Multi-platform data collection for public service with Pay-by-Data.

Chao Wu, Simon Hu, Chun-Hsiang Lee, Jun Xiao

Multim. Tools Appl., 2020

Identifying Critical Fleet Sizes Using a Novel Agent-Based Modelling Framework for Autonomous Ride-Sourcing.

Renos Karamanis, He-in Cheong, Simon Hu, Marc Stettler, Panagiotis Angeloudis

CoRR, 2020

Real-time Freeway Traffic State Estimation with Fixed and Mobile Sensing Data.

Mingming Zhao, Xianghua Yu, Yonghui Hu, Jingnan Cao, Simon Hu, Lihui Zhang, Jingqiu Guo, Yibing Wang

Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

Short-term Traffic Prediction with Deep Neural Networks and Adaptive Transfer Learning.

Junyi Li, Fangce Guo, Yibing Wang, Lihui Zhang, Xiaoxiang Na, Simon Hu

Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

Railway Delay Prediction with Spatial-Temporal Graph Convolutional Networks.

Jacob S. W. Heglund, Panukorn Taleongpong, Simon Hu, Huy T. Tran

Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

A Max Pressure Approach to Urban Network Signal Control with Queue Estimation using Connected Vehicle Data.

Jingnan Cao, Yonghui Hu, Manolis Diamantis, Siyu Zhang, Yibing Wang, Jingqiu Guo, Ioannis Papamichail, Markos Papageorgiou, Lihui Zhang, Jun Simon Hu

Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

2019

IQGA: A route selection method based on quantum genetic algorithm- toward urban traffic management under big data environment.

Yuefei Tian, Wenbin Hu, Bo Du, Simon Hu, Cong Nie, Cheng Zhang

World Wide Web, 2019

SALA: A Self-Adaptive Learning Algorithm - Towards Efficient Dynamic Route Guidance in Urban Traffic Networks.

Liping Yan, Wenbin Hu, Simon Hu

Neural Process. Lett., 2019

Exploratory Analysis for Big Social Data Using Deep Network.

Chao Wu, Guolong Wang, Jiangcheng Zhu, Piyawat Lertvittayakumjorn, Simon Hu, Chilie Tan, Hong Mi, Yadan Xu, Jun Xiao

IEEE Access, 2019

A Q-learning Foresighted Approach to Ego-efficient Lane Changes of Connected and Automated Vehicles on Freeways.

Long Wang, Fangmin Ye, Yibing Wang, Jingqiu Guo, Ioannis Papamichail, Markos Papageorgiou, Simon Hu, Lihui Zhang

Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

Simulation and Evaluation of CAVs Behavior in an Isolated Signalized Intersection Equipped with Dynamic Wireless Power Transfer System.

Qingyun Liu, Simon Hu, Panagiotis Angeloudis, Yibing Wang, Lihui Zhang, Qiang Yang, Yongfu Li

Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

2015

An assessment of VMS-rerouting and traffic signal planning with emission objectives in an urban network - A case study for the city of Graz.

Robert Kolbl, Bernhard Heilmann, Dietmar Bauer, Gernot Lenz, Martin Litzenberger, Bernd Cagran, Margherita Mascia, Simon Hu

Proceedings of the 2015 International Conference on Models and Technologies for Intelligent Transportation Systems (MT-ITS), 2015

2014

A comparative study of k-NN and hazard-based models for incident duration prediction.

Bahar Namaki Araghi, Simon Hu, Rajesh Krishnan, Michael Bell, Washington Ochieng

Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems, 2014

2013

Field investigation of vehicle acceleration at the stop line with a dynamic vision sensor.

Martin Litzenberger, Simon Hu, Robin J. North

Proceedings of the 16th International IEEE Conference on Intelligent Transportation Systems, 2013

2012

Current state and future outlook of traffic data fusion in London.

Jun Simon Hu, Ioannis Kaparias, Michael G. H. Bell

Proceedings of the 15th International IEEE Conference on Intelligent Transportation Systems, 2012