Simon Hu

52 papers C 1Journal 28Unranked 23
YearRankTypeTitle / Venue / Authors
2026 J jnl
Intelligent urban on-street parking space management for autonomous vehicles.
Expert Syst. Appl.
Qiming Ye, Prateek Bansal, Yuxiang Feng, Simon Hu, Panagiotis Angeloudis
2025 J jnl
Automated Optimization Modeling through Expert-Guided Large Language Model Reasoning.
CoRR
Beinuo Yang, Qishen Zhou, Junyi Li, Chenxing Su, Simon Hu
2025 — conf
Cloud-Enabled Co-Optimization of Priority Vehicle Preemption and Traffic Signal Control with Deep Reinforcement Learning.
MT-ITS
Kaiyao Xu, Bin Zhou, Zhenyang Zhang, Dongfang Ma, Ioannis Kaparias, Simon Hu
2025 — conf
Efficient Pothole Detection Using Smartphone Sensor Data: A TCN and Self-Attention-Based Approach.
MT-ITS
Hang Xu, Yubin Ma, Huan Hu, Simon Hu
2025 — conf
Impact of Eco-Driving on Traffic Performance at Signalized Intersections: Blockage and Spillover.
ITSC
Zhuang Ming, Qishen Zhou, Xiaoxiang Na, Sheng Jin, Dongfang Ma, Simon Hu
2025 J jnl
MoGERNN: An Inductive Traffic Predictor for Unobserved Locations in Dynamic Sensing Networks.
CoRR
Qishen Zhou, Yifan Zhang, Michail A. Makridis, Anastasios Kouvelas, Yibing Wang, Simon Hu
2025 J jnl
Network-Wide Freeway Traffic Estimation Using Sparse Sensor Data: A Dirichlet Graph Auto-Encoder Approach.
IEEE Trans. Intell. Transp. Syst.
Qishen Zhou, Yifan Zhang, Michail A. Makridis, Anastasios Kouvelas, Yibing Wang, Simon Hu
2025 J jnl
Network-wide Freeway Traffic Estimation Using Sparse Sensor Data: A Dirichlet Graph Auto-Encoder Approach.
CoRR
Qishen Zhou, Yifan Zhang, Michail A. Makridis, Anastasios Kouvelas, Yibing Wang, Simon Hu
2025 — conf
PCAG-Inception: An Enhanced Inceptiontime Model for Pothole Detection in Non-Motorized Vehicle Lanes.
ITSC
Yubin Ma, Hang Xu, Simon Hu, Huan Hu
2025 J jnl
Transit Signal Priority Strategy With Heterogeneous Graph-Based Deep Reinforcement Learning for Autonomous Public Transit Vehicles.
IEEE Trans. Intell. Veh.
Bin Zhou, Simon Hu, Yuanbo Yang, Xiaoxiang Na, José Escribano, Dongfang Ma, Sheng Jin, Bugao Zhang, Der-Horng Lee
2025 — conf
Urban Traffic Carbon Emission Modelling via Random Forest: Feature Importance and Effects of Sensors.
ITSC
Hongxu Chen, Qishen Zhou, Bugao Zhang, Hongjun Liu, Zhengyi Cai, Zheng Zhu, Simon Hu
2024 J jnl
Cooperative Traffic Signal Control Using a Distributed Agent-Based Deep Reinforcement Learning With Incentive Communication.
IEEE Trans. Intell. Transp. Syst.
Bin Zhou, Qishen Zhou, Simon Hu, Dongfang Ma, Sheng Jin, Der-Horng Lee
2024 C conf
Enhanced Multimodal Trajectory Prediction for Autonomous Vehicles Using Advanced Diffusion Model Techniques.
IV
Song Lian, Bin Zhou, Simon Hu, Jianghan Hu, Gaoang Wang, José Escribano, Xiaoxiang Na, Sheng Jin
2024 J jnl
Evaluating Stability and Performance in Mixed Traffic: A Theoretical and Co-Simulation Approach.
IEEE Trans. Intell. Transp. Syst.
Yongxin Zhu, Yongfu Li, Hang Zhao, Simon Hu, Yibing Wang
2024 — conf
INTP-DM: Intention-Aware Multimodal Vehicle Trajectory Prediction Using Diffusion Model.
ITSC
Yuanbo Yang, Sheng Jin, Xiaoxiang Na, Panagiotis Angeloudis, Simon Hu
2024 J jnl
Identifying Critical Links in Urban Transportation Networks Based on Spatio-Temporal Dependency Learning.
IEEE Trans. Intell. Transp. Syst.
Xinlong Huang, Simon Hu, Wei Wang, Ioannis Kaparias, Shaopeng Zhong, Xiaoxiang Na, Michael G. H. Bell, Der-Horng Lee
2024 J jnl
Optimal Dynamic Pricing of Fast Charging Stations Considering Bounded Rationality of Users and Market Regulation.
IEEE Trans. Smart Grid
Yuanyi Chen, Simon Hu, Shiwei Xie, Yanchong Zheng, Qinru Hu, Qiang Yang
2024 J jnl
Optimal Operation of Fast Charging Station Aggregator in Uncertain Electricity Markets Considering Onsite Renewable Energy and Bounded EV User Rationality.
IEEE Trans. Ind. Informatics
Yuanyi Chen, Yanchong Zheng, Simon Hu, Shiwei Xie, Qiang Yang
2024 J jnl
Physics-Guided Multi-Source Transfer Learning for Network-Scale Traffic Flow Prediction.
IEEE Trans. Intell. Transp. Syst.
Junyi Li, Chenlei Liao, Simon Hu, Xiqun Chen, Der-Horng Lee
2023 — conf
A CNN-based generative model for vehicle trajectory reconstruction in mixed traffic flow.
MT-ITS
Jianghan Hu, Song Lian, Simon Hu, Cristoforo Demartino, Gaoang Wang, Xin Liu, Yongfu Li, Claudio Roncoli, Der-Horng Lee
2023 J jnl
A Federated Learning-Based Framework for Ride-Sourcing Traffic Demand Prediction.
IEEE Trans. Veh. Technol.
Simon Hu, Yin Ye, Qinru Hu, Xin Liu, Shaosheng Cao, Howard H. Yang, Yongdong Shen, Panagiotis Angeloudis, Leandro Parada, Chao Wu
2023 J jnl
A Generic Approach to Eco-Driving of Connected Automated Vehicles in Mixed Urban Traffic and Heterogeneous Power Conditions.
IEEE Trans. Intell. Transp. Syst.
Yonghui Hu, Peng Yang, Mingming Zhao, Daofei Li, Lihui Zhang, Simon Hu, Wei Hua, Wei Ji, Yibing Wang, Jingqiu Guo
2023 — conf
Bi-Level Programming Approach for Optimal Charging Station Location and Traffic Assignment in Electric Autonomous Vehicle Systems.
ITSC
Run Hu, Zheyi Tang, Qinru Hu, Xiaoxiang Na, Panagiotis Angeloudis, Der-Horng Lee, Simon Hu
2023 J jnl
STHAN: Transportation Demand Forecasting with Compound Spatio-Temporal Relationships.
ACM Trans. Knowl. Discov. Data
Shuai Ling, Zhe Yu, Shaosheng Cao, Haipeng Zhang, Simon Hu
2022 J jnl
A Car-Following Model for Connected and Automated Vehicles With Heterogeneous Time Delays Under Fixed and Switching Communication Topologies.
IEEE Trans. Intell. Transp. Syst.
Yongfu Li, Bangjie Chen, Hang Zhao, Srinivas Peeta, Simon Hu, Yibing Wang, Zuduo Zheng
2022 J jnl
High Time-Resolution Queue Profile Estimation at Signalized Intersections Based on Extended Kalman Filtering.
IEEE Trans. Intell. Transp. Syst.
Simon Hu, Qishen Zhou, Junyi Li, Yibing Wang, Claudio Roncoli, Lihui Zhang, Lewis Lehe
2022 J jnl
Longitudinal Platoon Control of Connected Vehicles: Analysis and Verification.
IEEE Trans. Intell. Transp. Syst.
Yongfu Li, Zhenyu Zhong, Yu Song, Qi Sun, Hao Sun, Simon Hu, Yibing Wang
2022 J jnl
Machine learning techniques to predict reactionary delays and other associated key performance indicators on British railway network.
J. Intell. Transp. Syst.
Panukorn Taleongpong, Simon Hu, Zhoutong Jiang, Chao Wu, Sunday Popo-Ola, Ke Han
2022 — conf
Modeling Freight-Sharing Platform Operations for Optimal Compensation Strategy Using Markov Decision Processes.
ITSC
Siqi Shu, Zhengqi Chen, Zhe Yu, Shaosheng Cao, Guobin Wu, Donghai Shi, Gaoang Wang, Zuozhu Liu, Xiqun Chen, Xiaoxiang Na, Chao Wu, Simon Hu
2022 — conf
Modeling and Managing an On-Demand Meal Delivery System with Mixed Autonomy.
ITSC
Anke Ye, Qishen Zhou, Xin Liu, Yu Zhang, Zhuge Tao, Jun Li, Michael G. H. Bell, Jyotirmoyee Bhattacharjya, Shenglin Ben, Xiqun Chen, Simon Hu
2022 — conf
Optimal Control for Vehicle Platoon Considering External Disturbances.
ITSC
Yongxin Zhu, Yongfu Li, Simon Hu, Shuyou Yu
2022 J jnl
Variable Time Headway Policy Based Platoon Control for Heterogeneous Connected Vehicles With External Disturbances.
IEEE Trans. Intell. Transp. Syst.
Yongfu Li, Qingxiu Lv, Hao Zhu, Haiqing Li, Huaqing Li, Simon Hu, Shuyou Yu, Yibing Wang
2021 — conf
A Domain Adaptation Framework for Short-term Traffic Prediction.
ITSC
Junyi Li, Kaihang Zhang, Loutao Shen, Zhebing Wang, Fangce Guo, Panagiotis Angeloudis, Xiqun Michael Chen, Simon Hu
2021 — conf
A Knowledge Management Framework for Vehicle Hazard Analysis.
ICEBE
Xinfeng Liu, Ronghui Zheng, Hongwei Wang, Mark D. Butala, Deng Liu, Xianan Ren, Simon Hu
2021 — conf
Developing Smart Lane-changing Strategies for CAVs on Freeways based on MOBIL and Reinforcement Learning.
ITSC
Yiyue Ma, Long Wang, Yibing Wang, Jingqiu Guo, Lihui Zhang, Simon Hu, Ioannis Papamichail, Markos Papageorgiou
2021 J jnl
Freeway Traffic Control in Presence of Capacity Drop.
IEEE Trans. Intell. Transp. Syst.
Yibing Wang, Xianghua Yu, Siyu Zhang, Pengjun Zheng, Jingqiu Guo, Lihui Zhang, Simon Hu, Senlin Cheng, Heng Wei
2021 — conf
Queue Profile Identification at Signalized Intersections with High-Resolution Data from Drones.
MT-ITS
Qishen Zhou, Roozbeh Mohammadi, Weiming Zhao, Kaihang Zhang, Lihui Zhang, Yibing Wang, Claudio Roncoli, Simon Hu
2021 J jnl
Urban Traffic Route Guidance Method With High Adaptive Learning Ability Under Diverse Traffic Scenarios.
IEEE Trans. Intell. Transp. Syst.
Chuanhui Tang, Wenbin Hu, Simon Hu, Marc E. J. Stettler
2020 J jnl
An Automated Machine-Learning Approach for Road Pothole Detection Using Smartphone Sensor Data.
Sensors
Chao Wu, Zhen Wang, Simon Hu, Julien Lepine, Xiaoxiang Na, Daniel Ainalis, Marc Stettler
2020 J jnl
Identifying Critical Fleet Sizes Using a Novel Agent-Based Modelling Framework for Autonomous Ride-Sourcing.
CoRR
Renos Karamanis, He-in Cheong, Simon Hu, Marc Stettler, Panagiotis Angeloudis
2020 J jnl
Multi-platform data collection for public service with Pay-by-Data.
Multim. Tools Appl.
Chao Wu, Simon Hu, Chun-Hsiang Lee, Jun Xiao
2020 — conf
Railway Delay Prediction with Spatial-Temporal Graph Convolutional Networks.
ITSC
Jacob S. W. Heglund, Panukorn Taleongpong, Simon Hu, Huy T. Tran
2020 — conf
Real-time Freeway Traffic State Estimation with Fixed and Mobile Sensing Data.
ITSC
Mingming Zhao, Xianghua Yu, Yonghui Hu, Jingnan Cao, Simon Hu, Lihui Zhang, Jingqiu Guo, Yibing Wang
2020 — conf
Short-term Traffic Prediction with Deep Neural Networks and Adaptive Transfer Learning.
ITSC
Junyi Li, Fangce Guo, Yibing Wang, Lihui Zhang, Xiaoxiang Na, Simon Hu
2019 — conf
A Q-learning Foresighted Approach to Ego-efficient Lane Changes of Connected and Automated Vehicles on Freeways.
ITSC
Long Wang, Fangmin Ye, Yibing Wang, Jingqiu Guo, Ioannis Papamichail, Markos Papageorgiou, Simon Hu, Lihui Zhang
2019 J jnl
Exploratory Analysis for Big Social Data Using Deep Network.
IEEE Access
Chao Wu, Guolong Wang, Jiangcheng Zhu, Piyawat Lertvittayakumjorn, Simon Hu, Chilie Tan, Hong Mi, Yadan Xu, Jun Xiao
2019 J jnl
IQGA: A route selection method based on quantum genetic algorithm- toward urban traffic management under big data environment.
World Wide Web
Yuefei Tian, Wenbin Hu, Bo Du, Simon Hu, Cong Nie, Cheng Zhang
2019 J jnl
SALA: A Self-Adaptive Learning Algorithm - Towards Efficient Dynamic Route Guidance in Urban Traffic Networks.
Neural Process. Lett.
Liping Yan, Wenbin Hu, Simon Hu
2019 — conf
Simulation and Evaluation of CAVs Behavior in an Isolated Signalized Intersection Equipped with Dynamic Wireless Power Transfer System.
ITSC
Qingyun Liu, Simon Hu, Panagiotis Angeloudis, Yibing Wang, Lihui Zhang, Qiang Yang, Yongfu Li
2015 — conf
An assessment of VMS-rerouting and traffic signal planning with emission objectives in an urban network - A case study for the city of Graz.
MT-ITS
Robert Kolbl, Bernhard Heilmann, Dietmar Bauer, Gernot Lenz, Martin Litzenberger, Bernd Cagran, Margherita Mascia, Simon Hu
2014 — conf
A comparative study of k-NN and hazard-based models for incident duration prediction.
ITSC
Bahar Namaki Araghi, Simon Hu, Rajesh Krishnan, Michael Bell, Washington Ochieng
2013 — conf
Field investigation of vehicle acceleration at the stop line with a dynamic vision sensor.
ITSC
Martin Litzenberger, Simon Hu, Robin J. North