Simon Hu

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 31

Top Topics

Bounded Rationality

Reinforcement Learning

Exploratory Analysis

Top Venues

IEEE Trans. Intell. Transp. Syst.

Publications

Xinlong Huang, Simon Hu, Wei Wang, Ioannis Kaparias, Shaopeng Zhong, Xiaoxiang Na, Michael G. H. Bell, Der-Horng Lee
Identifying Critical Links in Urban Transportation Networks Based on Spatio-Temporal Dependency Learning. IEEE Trans. Intell. Transp. Syst. 25 (6) (2024)
Song Lian, Bin Zhou, Simon Hu, Jianghan Hu, Gaoang Wang, José Escribano, Xiaoxiang Na, Sheng Jin
Enhanced Multimodal Trajectory Prediction for Autonomous Vehicles Using Advanced Diffusion Model Techniques. IV (2024)
Bin Zhou, Qishen Zhou, Simon Hu, Dongfang Ma, Sheng Jin, Der-Horng Lee
Cooperative Traffic Signal Control Using a Distributed Agent-Based Deep Reinforcement Learning With Incentive Communication. IEEE Trans. Intell. Transp. Syst. 25 (8) (2024)
Yuanyi Chen, Simon Hu, Shiwei Xie, Yanchong Zheng, Qinru Hu, Qiang Yang
Optimal Dynamic Pricing of Fast Charging Stations Considering Bounded Rationality of Users and Market Regulation. IEEE Trans. Smart Grid 15 (4) (2024)
Simon Hu, Yin Ye, Qinru Hu, Xin Liu, Shaosheng Cao, Howard H. Yang, Yongdong Shen, Panagiotis Angeloudis, Leandro Parada, Chao Wu
A Federated Learning-Based Framework for Ride-Sourcing Traffic Demand Prediction. IEEE Trans. Veh. Technol. 72 (11) (2023)
Yonghui Hu, Peng Yang, Mingming Zhao, Daofei Li, Lihui Zhang, Simon Hu, Wei Hua, Wei Ji, Yibing Wang, Jingqiu Guo
A Generic Approach to Eco-Driving of Connected Automated Vehicles in Mixed Urban Traffic and Heterogeneous Power Conditions. IEEE Trans. Intell. Transp. Syst. 24 (11) (2023)
Run Hu, Zheyi Tang, Qinru Hu, Xiaoxiang Na, Panagiotis Angeloudis, Der-Horng Lee, Simon Hu
Bi-Level Programming Approach for Optimal Charging Station Location and Traffic Assignment in Electric Autonomous Vehicle Systems. ITSC (2023)
Jianghan Hu, Song Lian, Simon Hu, Cristoforo Demartino, Gaoang Wang, Xin Liu, Yongfu Li, Claudio Roncoli, Der-Horng Lee
A CNN-based generative model for vehicle trajectory reconstruction in mixed traffic flow. MT-ITS (2023)
Panukorn Taleongpong, Simon Hu, Zhoutong Jiang, Chao Wu, Sunday Popo-Ola, Ke Han
Machine learning techniques to predict reactionary delays and other associated key performance indicators on British railway network. J. Intell. Transp. Syst. 26 (3) (2022)
Yongfu Li, Zhenyu Zhong, Yu Song, Qi Sun, Hao Sun, Simon Hu, Yibing Wang
Longitudinal Platoon Control of Connected Vehicles: Analysis and Verification. IEEE Trans. Intell. Transp. Syst. 23 (5) (2022)
Simon Hu, Qishen Zhou, Junyi Li, Yibing Wang, Claudio Roncoli, Lihui Zhang, Lewis Lehe
High Time-Resolution Queue Profile Estimation at Signalized Intersections Based on Extended Kalman Filtering. IEEE Trans. Intell. Transp. Syst. 23 (11) (2022)
Lejun Zhou, Anke Ye, Simon Hu
A Four-stage Heuristic Algorithm for Solving On-demand Meal Delivery Routing Problem. CoRR (2022)
Anke Ye, Qishen Zhou, Xin Liu, Yu Zhang, Zhuge Tao, Jun Li, Michael G. H. Bell, Jyotirmoyee Bhattacharjya, Shenglin Ben, Xiqun Chen, Simon Hu
Modeling and Managing an On-Demand Meal Delivery System with Mixed Autonomy. ITSC (2022)
Yongfu Li, Qingxiu Lv, Hao Zhu, Haiqing Li, Huaqing Li, Simon Hu, Shuyou Yu, Yibing Wang
Variable Time Headway Policy Based Platoon Control for Heterogeneous Connected Vehicles With External Disturbances. IEEE Trans. Intell. Transp. Syst. 23 (11) (2022)
Siqi Shu, Zhengqi Chen, Zhe Yu, Shaosheng Cao, Guobin Wu, Donghai Shi, Gaoang Wang, Zuozhu Liu, Xiqun Chen, Xiaoxiang Na, Chao Wu, Simon Hu
Modeling Freight-Sharing Platform Operations for Optimal Compensation Strategy Using Markov Decision Processes. ITSC (2022)
Yongfu Li, Bangjie Chen, Hang Zhao, Srinivas Peeta, Simon Hu, Yibing Wang, Zuduo Zheng
A Car-Following Model for Connected and Automated Vehicles With Heterogeneous Time Delays Under Fixed and Switching Communication Topologies. IEEE Trans. Intell. Transp. Syst. 23 (9) (2022)
Qishen Zhou, Roozbeh Mohammadi, Weiming Zhao, Kaihang Zhang, Lihui Zhang, Yibing Wang, Claudio Roncoli, Simon Hu
Queue Profile Identification at Signalized Intersections with High-Resolution Data from Drones. MT-ITS (2021)
Chuanhui Tang, Wenbin Hu, Simon Hu, Marc E. J. Stettler
Urban Traffic Route Guidance Method With High Adaptive Learning Ability Under Diverse Traffic Scenarios. IEEE Trans. Intell. Transp. Syst. 22 (5) (2021)
Yiyue Ma, Long Wang, Yibing Wang, Jingqiu Guo, Lihui Zhang, Simon Hu, Ioannis Papamichail, Markos Papageorgiou
Developing Smart Lane-changing Strategies for CAVs on Freeways based on MOBIL and Reinforcement Learning. ITSC (2021)
Xinfeng Liu, Ronghui Zheng, Hongwei Wang, Mark D. Butala, Deng Liu, Xianan Ren, Simon Hu
A Knowledge Management Framework for Vehicle Hazard Analysis. ICEBE (2021)
Yibing Wang, Xianghua Yu, Siyu Zhang, Pengjun Zheng, Jingqiu Guo, Lihui Zhang, Simon Hu, Senlin Cheng, Heng Wei
Freeway Traffic Control in Presence of Capacity Drop. IEEE Trans. Intell. Transp. Syst. 22 (3) (2021)
Chao Wu, Simon Hu, Chun-Hsiang Lee, Jun Xiao
Multi-platform data collection for public service with Pay-by-Data. Multim. Tools Appl. 79 (45-46) (2020)
Chao Wu, Zhen Wang, Simon Hu, Julien Lepine, Xiaoxiang Na, Daniel Ainalis, Marc Stettler
An Automated Machine-Learning Approach for Road Pothole Detection Using Smartphone Sensor Data. Sensors 20 (19) (2020)
Mingming Zhao, Xianghua Yu, Yonghui Hu, Jingnan Cao, Simon Hu, Lihui Zhang, Jingqiu Guo, Yibing Wang
Real-time Freeway Traffic State Estimation with Fixed and Mobile Sensing Data. ITSC (2020)
Junyi Li, Fangce Guo, Yibing Wang, Lihui Zhang, Xiaoxiang Na, Simon Hu
Short-term Traffic Prediction with Deep Neural Networks and Adaptive Transfer Learning. ITSC (2020)
Renos Karamanis, He-in Cheong, Simon Hu, Marc Stettler, Panagiotis Angeloudis
Identifying Critical Fleet Sizes Using a Novel Agent-Based Modelling Framework for Autonomous Ride-Sourcing. CoRR (2020)
Qingyun Liu, Simon Hu, Panagiotis Angeloudis, Yibing Wang, Lihui Zhang, Qiang Yang, Yongfu Li
Simulation and Evaluation of CAVs Behavior in an Isolated Signalized Intersection Equipped with Dynamic Wireless Power Transfer System. ITSC (2019)
Long Wang, Fangmin Ye, Yibing Wang, Jingqiu Guo, Ioannis Papamichail, Markos Papageorgiou, Simon Hu, Lihui Zhang
A Q-learning Foresighted Approach to Ego-efficient Lane Changes of Connected and Automated Vehicles on Freeways. ITSC (2019)
Yuefei Tian, Wenbin Hu, Bo Du, Simon Hu, Cong Nie, Cheng Zhang
IQGA: A route selection method based on quantum genetic algorithm- toward urban traffic management under big data environment. World Wide Web 22 (5) (2019)
Chao Wu, Guolong Wang, Jiangcheng Zhu, Piyawat Lertvittayakumjorn, Simon Hu, Chilie Tan, Hong Mi, Yadan Xu, Jun Xiao
Exploratory Analysis for Big Social Data Using Deep Network. IEEE Access 7 (2019)
Liping Yan, Wenbin Hu, Simon Hu
SALA: A Self-Adaptive Learning Algorithm - Towards Efficient Dynamic Route Guidance in Urban Traffic Networks. Neural Process. Lett. 50 (1) (2019)