-
Zhengbing He*, Jorge Laval, Yu Han, Andreas Hegyi, Ryosuke Nishi, Cathy Wu, A Review of Stop-and-Go Traffic Wave Suppression Strategies: Variable Speed Limit vs. Jam-Absorption Driving, IEEE Transactions on Intelligent Transportation Systems, 27(5):4986-5000, 2026
@article{He2026StopAndGo,
author = {He, Zhengbing and Laval, Jorge A. and Han, Yu and Hegyi, Andreas and Nishi, Ryosuke and Wu, Cathy},
title = {A Review of Stop-and-Go Traffic Wave Suppression Strategies: Variable Speed Limit Versus Jam-Absorption Driving},
journal = {IEEE Transactions on Intelligent Transportation Systems},
year = {2026},
volume = {27},
number = {5},
pages = {4986--5000},
doi = {10.1109/TITS.2026.3658644}
}
-
Zhenning Li, Zhengbing He, AI Writing Tools Could Lead Scholars from Low-Income Countries to Erase Their Own Voices, Nature, 649, 555, 2026
@article{Li2026AIWriting,
author = {Li, Zhenning and He, Zhengbing},
title = {AI Writing Tools Could Lead Scholars from Low-Income Countries to Erase Their Own Voices},
journal = {Nature},
year = {2026},
volume = {649},
pages = {555},
doi = {10.1038/d41586-026-00121-x}
}
-
Biao Chen, Songhua Hu, Xiangdong Xu, Guangchao Wang, Der-Horng Lee, Zhengbing He*, A Survey of Multi-Modal Urban Transportation Network Resilience: Modeling, Evaluation, and Optimization, Transportation Research Part E, 207:104634, 2026
@article{Chen2026MultimodalResilience,
author = {Chen, Biao and Hu, Songhua and Xu, Xiangdong and Wang, Guangchao and Lee, Der-Horng and He, Zhengbing},
title = {A Survey of Multi-Modal Urban Transportation Network Resilience: Modeling, Evaluation, and Optimization},
journal = {Transportation Research Part E: Logistics and Transportation Review},
year = {2026},
volume = {207},
pages = {104634},
doi = {10.1016/j.tre.2025.104634}
}
-
Cameron Hickert, Sirui Li, Zhengbing He*, Cathy Wu, Probability-Aware Parking Selection, IEEE Transactions on Intelligent Transportation Systems, 27(3):3247-3256, 2026 (Featured by MIT News)
@article{Hickert2026Parking,
author = {Hickert, Cameron and Li, Sirui and He, Zhengbing and Wu, Cathy},
title = {Probability-Aware Parking Selection},
journal = {IEEE Transactions on Intelligent Transportation Systems},
year = {2026},
volume = {27},
number = {3},
pages = {3247--3256},
doi = {10.1109/TITS.2025.3649170},
note = {Featured by MIT News}
}
-
Edgar Ramirez-Sanchez, Catherine Tang, Yaosheng Xu, Nrithya Renganathan, Vindula Jayawardana, Zhengbing He, Cathy Wu, NeuralMOVES: A Lightweight and Microscopic Vehicle Emission Estimation Model Based on Reverse Engineering and Surrogate Learning, Transportation Research Part C, 184:105530, 2026
@article{RamirezSanchez2026NeuralMOVES,
author = {Ramirez-Sanchez, Edgar and Tang, Catherine and Xu, Yaosheng and Renganathan, Nrithya and Jayawardana, Vindula and He, Zhengbing and Wu, Cathy},
title = {{NeuralMOVES}: A Lightweight and Microscopic Vehicle Emission Estimation Model Based on Reverse Engineering and Surrogate Learning},
journal = {Transportation Research Part C: Emerging Technologies},
year = {2026},
volume = {184},
pages = {105530},
doi = {10.1016/j.trc.2026.105530}
}
-
Haicheng Liao, Bonan Wang, Junxian Yang, Chengyue Wang, Zhengbing He, Guohui Zhang, Chengzhong Xu, Zhenning Li, Addressing Corner Cases in Autonomous Driving: A World Model-Based Approach with Mixture of Experts and LLMs, Transportation Research Part C, 183:105456, 2026
@article{Liao2026CornerCases,
author = {Liao, Haicheng and Wang, Bonan and Yang, Junxian and Wang, Chengyue and He, Zhengbing and Zhang, Guohui and Xu, Chengzhong and Li, Zhenning},
title = {Addressing Corner Cases in Autonomous Driving: A World Model-Based Approach with Mixture of Experts and {LLM}s},
journal = {Transportation Research Part C: Emerging Technologies},
year = {2026},
volume = {183},
pages = {105456},
doi = {10.1016/j.trc.2025.105456}
}
-
Zhihong Yao, Yi Yu, Yunxia Wu, Hao Li, Yangsheng Jiang, Zhengbing He*, Refining Time-Space Traffic Diagrams: A Neighborhood-Adaptive Linear Regression Method, IEEE Transactions on Intelligent Transportation Systems, 2026, DOI: 10.1109/TITS.2026.3678329
@article{Yao2026Refining,
author = {Yao, Zhihong and Yu, Yi and Wu, Yunxia and Li, Hao and Jiang, Yangsheng and He, Zhengbing},
title = {Refining Time-Space Traffic Diagrams: A Neighborhood-Adaptive Linear Regression Method},
journal = {IEEE Transactions on Intelligent Transportation Systems},
year = {2026},
doi = {10.1109/TITS.2026.3678329}
}
-
Haicheng Liao, Hanlin Kong, Bonan Wang, Chengyue Wang, Kanye Ye Wang, Zhengbing He, Chengzhong Xu, Zhenning Li, CoT-Drive: Efficient Motion Forecasting for Autonomous Driving with LLMs and Chain-of-Thought Prompting, IEEE Transactions on Artificial Intelligence, 7(2):625-641, 2026
@article{Liao2026CoTDrive,
author = {Liao, Haicheng and Kong, Hanlin and Wang, Bonan and Wang, Chengyue and Wang, Kanye Ye and He, Zhengbing and Xu, Chengzhong and Li, Zhenning},
title = {{CoT-Drive}: Efficient Motion Forecasting for Autonomous Driving with {LLM}s and Chain-of-Thought Prompting},
journal = {IEEE Transactions on Artificial Intelligence},
year = {2026},
volume = {7},
number = {2},
pages = {625--641},
doi = {10.1109/TAI.2025.3564594}
}
-
Xingcheng Liu, Yanchen Guan, Haicheng Liao, Zhengbing He, Zhenning Li, ROAR: Robust Accident Recognition and Anticipation for Autonomous Driving, Accident Analysis & Prevention, 228:108414, 2026
@article{Liu2026ROAR,
author = {Liu, Xingcheng and Guan, Yanchen and Liao, Haicheng and He, Zhengbing and Li, Zhenning},
title = {{ROAR}: Robust Accident Recognition and Anticipation for Autonomous Driving},
journal = {Accident Analysis \& Prevention},
year = {2026},
volume = {228},
pages = {108414},
doi = {10.1016/j.aap.2026.108414}
}
-
Biao Chen, Bobin Wang, Shouzheng Pan, Jianjun Wu, Zhengbing He*, On the Resilience Evaluation of Urban Multimodal Transportation Network Considering Dynamic Travel Demand, Transportation Research Record, 2680(1):519-549, 2026
@article{Chen2026ResilienceEvaluation,
author = {Chen, Biao and Wang, Bobin and Pan, Shouzheng and Wu, Jianjun and He, Zhengbing},
title = {On the Resilience Evaluation of Urban Multimodal Transportation Network Considering Dynamic Travel Demand},
journal = {Transportation Research Record},
year = {2026},
volume = {2680},
number = {1},
pages = {519--549},
doi = {10.1177/03611981251357909}
}
-
Zhengbing He*, Refining Time-Space Traffic Diagrams: A Simple Multiple Linear Regression Model, IEEE Transactions on Intelligent Transportation Systems, 25(2):1465-1475, 2024
@article{He2024Refining,
author = {He, Zhengbing},
title = {Refining Time-Space Traffic Diagrams: A Simple Multiple Linear Regression Model},
journal = {IEEE Transactions on Intelligent Transportation Systems},
year = {2024},
volume = {25},
number = {2},
pages = {1465--1475},
doi = {10.1109/TITS.2023.3316593}
}
-
Wenlong Li, Yi He, Songhua Hu, Zhengbing He*, Carlo Ratti, Planning Dynamic Wireless Charging Infrastructure for Battery Electric Bus Systems with the Joint Optimization of Charging Scheduling, Transportation Research Part C, 159:104469, 2024
@article{Li2024WirelessCharging,
author = {Li, Wenlong and He, Yi and Hu, Songhua and He, Zhengbing and Ratti, Carlo},
title = {Planning Dynamic Wireless Charging Infrastructure for Battery Electric Bus Systems with the Joint Optimization of Charging Scheduling},
journal = {Transportation Research Part C: Emerging Technologies},
year = {2024},
volume = {159},
pages = {104469},
doi = {10.1016/j.trc.2023.104469}
}
-
Yifan Fu, Shiquan Zhong, Shuai Ling, Zhengbing He*, Closing the Loophole of Vehicle Ownership Restriction: The Impact of Non-Local Vehicle Restriction on New Vehicle Registrations and Air Pollution, Transportation Research Part A, 185:104102, 2024
@article{Fu2024VehicleRestriction,
author = {Fu, Yifan and Zhong, Shiquan and Ling, Shuai and He, Zhengbing},
title = {Closing the Loophole of Vehicle Ownership Restriction: The Impact of Non-Local Vehicle Restriction on New Vehicle Registrations and Air Pollution},
journal = {Transportation Research Part A: Policy and Practice},
year = {2024},
volume = {185},
pages = {104102},
doi = {10.1016/j.tra.2024.104102}
}
-
Jinping Guan, Xinyu Du, Jiayue Zhang, Philip Maymin, Emma DeSoto, Ellen Langer, Zhengbing He*, Private Vehicle Drivers' Acceptance of Autonomous Vehicles: The Role of Trait Mindfulness, Transport Policy, 149:211-221, 2024
@article{Guan2024Mindfulness,
author = {Guan, Jinping and Du, Xinyu and Zhang, Jiayue and Maymin, Philip and DeSoto, Emma and Langer, Ellen and He, Zhengbing},
title = {Private Vehicle Drivers' Acceptance of Autonomous Vehicles: The Role of Trait Mindfulness},
journal = {Transport Policy},
year = {2024},
volume = {149},
pages = {211--221},
doi = {10.1016/j.tranpol.2024.02.013}
}
-
Hang Qi, Ning Jia, Xiaobo Qu, Zhengbing He*, Investigating Day-to-Day Route Choices Based on Multi-Scenario Laboratory Experiments. Part II: A Route-Dependent Attraction-Based Stochastic Process Model, Communications in Transportation Research, 4:100123, 2024
@article{Qi2024RouteChoices,
author = {Qi, Hang and Jia, Ning and Qu, Xiaobo and He, Zhengbing},
title = {Investigating Day-to-Day Route Choices Based on Multi-Scenario Laboratory Experiments. Part {II}: A Route-Dependent Attraction-Based Stochastic Process Model},
journal = {Communications in Transportation Research},
year = {2024},
volume = {4},
pages = {100123},
doi = {10.1016/j.commtr.2024.100123}
}
-
Kunpeng Zhang, Feng Zhou, Lan Wu, Na Xie, Zhengbing He*, Semantic Understanding and Prompt Engineering for Large-Scale Traffic Data Imputation, Information Fusion, 102:102038, 2024
@article{Zhang2024TrafficDataImputation,
author = {Zhang, Kunpeng and Zhou, Feng and Wu, Lan and Xie, Na and He, Zhengbing},
title = {Semantic Understanding and Prompt Engineering for Large-Scale Traffic Data Imputation},
journal = {Information Fusion},
year = {2024},
volume = {102},
pages = {102038},
doi = {10.1016/j.inffus.2023.102038}
}
-
Shouzheng Pan, Shuai Ling, Ning Jia, Yiliu Liu, Zhengbing He*, On the Dynamic Vulnerability of an Urban Rail Transit System and the Impact of Human Mobility, Journal of Transport Geography, 116:103850, 2024 (Best Paper Award, TRB 2024-AMR10)
@article{Pan2024DynamicVulnerability,
author = {Pan, Shouzheng and Ling, Shuai and Jia, Ning and Liu, Yiliu and He, Zhengbing},
title = {On the Dynamic Vulnerability of an Urban Rail Transit System and the Impact of Human Mobility},
journal = {Journal of Transport Geography},
year = {2024},
volume = {116},
pages = {103850},
doi = {10.1016/j.jtrangeo.2024.103850},
note = {Best Paper Award, TRB 2024-AMR10}
}
-
Guangchao Wang, Defeng Song, Hang Qi, Juanhua Zhou, Zhengbing He*, A Multi-Modal Network Equilibrium Model Considering Captive Travelers and Mode Correlation, Transportation, online published, 2024
@article{Wang2024MultimodalEquilibrium,
author = {Wang, Guangchao and Song, Defeng and Qi, Hang and Zhou, Juanhua and He, Zhengbing},
title = {A Multi-Modal Network Equilibrium Model Considering Captive Travelers and Mode Correlation},
journal = {Transportation},
year = {2024},
doi = {10.1007/s11116-024-10475-8},
note = {Online published; final version appeared in volume 52, issue 5, in 2025}
}
-
Chen Yang, Xiaolei Wang, Yuzhen Feng, Luohan Hu, Yang Xing, Zhengbing He, A Prediction-Based Forward-Looking Vehicle Dispatching Strategy for Dynamic Ride-Pooling, IEEE Transactions on Intelligent Transportation Systems, 25(11):16925-16937, 2024
@article{Yang2024RidePooling,
author = {Yang, Chen and Wang, Xiaolei and Feng, Yuzhen and Hu, Luohan and Xing, Yang and He, Zhengbing},
title = {A Prediction-Based Forward-Looking Vehicle Dispatching Strategy for Dynamic Ride-Pooling},
journal = {IEEE Transactions on Intelligent Transportation Systems},
year = {2024},
volume = {25},
number = {11},
pages = {16925--16937},
doi = {10.1109/TITS.2024.3419178}
}
-
Yihao Luo, Ailing Huang, Zhengbing He, Jiaqi Zeng, Dianhai Wang, Exploring Competitiveness of Taxis to Ride-Hailing Services from a Multidimensional Spatio-Temporal Perspective: A Case Study in Beijing, China, Journal of Transport Geography, 118:103936, 2024
@article{Luo2024TaxiCompetitiveness,
author = {Luo, Yihao and Huang, Ailing and He, Zhengbing and Zeng, Jiaqi and Wang, Dianhai},
title = {Exploring Competitiveness of Taxis to Ride-Hailing Services from a Multidimensional Spatio-Temporal Perspective: A Case Study in Beijing, China},
journal = {Journal of Transport Geography},
year = {2024},
volume = {118},
pages = {103936},
doi = {10.1016/j.jtrangeo.2024.103936}
}
-
Haoran Jiang, Zhihong Yao, Yongxiang Zhang, Yangsheng Jiang, Zhengbing He, Pedestrian Shuttle Service Optimization for Autonomous Intersection Management, Transportation Research Part C, 163:104623, 2024
@article{Jiang2024PedestrianShuttle,
author = {Jiang, Haoran and Yao, Zhihong and Zhang, Yongxiang and Jiang, Yangsheng and He, Zhengbing},
title = {Pedestrian Shuttle Service Optimization for Autonomous Intersection Management},
journal = {Transportation Research Part C: Emerging Technologies},
year = {2024},
volume = {163},
pages = {104623},
doi = {10.1016/j.trc.2024.104623}
}
-
Yuebing Liang, Zhan Zhao, Fangyi Ding, Yihong Tang, Zhengbing He, Time-Dependent Trip Generation for Bike Sharing Planning: A Multi-Task Memory-Augmented Graph Neural Network, Information Fusion, 106:102294, 2024
@article{Liang2024BikeSharing,
author = {Liang, Yuebing and Zhao, Zhan and Ding, Fangyi and Tang, Yihong and He, Zhengbing},
title = {Time-Dependent Trip Generation for Bike Sharing Planning: A Multi-Task Memory-Augmented Graph Neural Network},
journal = {Information Fusion},
year = {2024},
volume = {106},
pages = {102294},
doi = {10.1016/j.inffus.2024.102294}
}
-
Zhenghong Wang, Yi Wang, Furong Jia, Fan Zhang, Nikita Klimenko, Leye Wang, Zhengbing He, Zhou Huang, Yu Liu, Spatiotemporal Fusion Transformer for Large-Scale Traffic Forecasting, Information Fusion, 107:102293, 2024
@article{Wang2024SpatiotemporalFusion,
author = {Wang, Zhenghong and Wang, Yi and Jia, Furong and Zhang, Fan and Klimenko, Nikita and Wang, Leye and He, Zhengbing and Huang, Zhou and Liu, Yu},
title = {Spatiotemporal Fusion Transformer for Large-Scale Traffic Forecasting},
journal = {Information Fusion},
year = {2024},
volume = {107},
pages = {102293},
doi = {10.1016/j.inffus.2024.102293}
}
-
Diego Morra, Xiaosheng Zhu, Chang Liu, Kyle Fu, Fábio Duarte, Simone Mora, Zhengbing He, Carlo Ratti, Mapping Sidewalk Accessibility with Smartphone Imagery and Visual AI: A Participatory Approach, Philosophical Transactions of the Royal Society A, 382:20240106, 2024
@article{Morra2024SidewalkAccessibility,
author = {Morra, Diego and Zhu, Xiaosheng and Liu, Chang and Fu, Kyle and Duarte, Fábio and Mora, Simone and He, Zhengbing and Ratti, Carlo},
title = {Mapping Sidewalk Accessibility with Smartphone Imagery and Visual {AI}: A Participatory Approach},
journal = {Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences},
year = {2024},
volume = {382},
number = {2285},
pages = {20240106},
doi = {10.1098/rsta.2024.0106}
}
-
Dabin Xue, Lingxiao Wu, Tianhe Xu, Cheng-Lung Wu, Zhipeng Wang, Zhengbing He, Space Weather Effects on Transportation Systems: A Review of Current Understanding and Future Outlook, Space Weather, 22(12):e2024SW004055, 2024
@article{Xue2024SpaceWeather,
author = {Xue, Dabin and Wu, Lingxiao and Xu, Tianhe and Wu, Cheng-Lung and Wang, Zhipeng and He, Zhengbing},
title = {Space Weather Effects on Transportation Systems: A Review of Current Understanding and Future Outlook},
journal = {Space Weather},
year = {2024},
volume = {22},
number = {12},
pages = {e2024SW004055},
doi = {10.1029/2024SW004055}
}
-
Chao Li, Xiao-Mei Zhao, Dong-Fan Xie, Zhengbing He*, Chaoru Lu, Exploring the Impact Mechanism of Communicating Information on the Perturbation Propagation, Transportmetrica A 20(1):e2035013, 2024
@article{Li2024PerturbationPropagation,
author = {Li, Chao and Zhao, Xiao-Mei and Xie, Dong-Fan and He, Zhengbing and Lu, Chaoru},
title = {Exploring the Impact Mechanism of Communicating Information on the Perturbation Propagation},
journal = {Transportmetrica A: Transport Science},
year = {2024},
volume = {20},
number = {1},
pages = {2035013},
doi = {10.1080/23249935.2022.2035013}
}
-
Yanyan Qin, Qinzhong Luo, Tengfei Xiao, Zhengbing He*, Modeling the Mixed Traffic Capacity of Minor Roads at a Priority Intersection, Physica A, 636:129541, 2024
@article{Qin2024MixedTrafficCapacity,
author = {Qin, Yanyan and Luo, Qinzhong and Xiao, Tengfei and He, Zhengbing},
title = {Modeling the Mixed Traffic Capacity of Minor Roads at a Priority Intersection},
journal = {Physica A: Statistical Mechanics and its Applications},
year = {2024},
volume = {636},
pages = {129541},
doi = {10.1016/j.physa.2024.129541}
}
-
Yanyan Qin, Tengfei Xiao, Zhengbing He*, Emissions-Reduction Strategy for Connected Autonomous Vehicles on Mixed Traffic Freeways, Physica A, 653:130113, 2024
@article{Qin2024EmissionsReduction,
author = {Qin, Yanyan and Xiao, Tengfei and He, Zhengbing},
title = {Emissions-Reduction Strategy for Connected Autonomous Vehicles on Mixed Traffic Freeways},
journal = {Physica A: Statistical Mechanics and its Applications},
year = {2024},
volume = {653},
pages = {130113},
doi = {10.1016/j.physa.2024.130113}
}
-
Ning Wang, Xingye Wang, Hai Yan, Zhengbing He, From Rectangle to Parallelogram: An Area-Weighted Method to Make Time-Space Diagrams Incorporate Traffic Waves, Digital Transportation and Safety, 3(1):1-7, 2024
@article{Wang2024Parallelogram,
author = {Wang, Ning and Wang, Xingye and Yan, Hai and He, Zhengbing},
title = {From Rectangle to Parallelogram: An Area-Weighted Method to Make Time-Space Diagrams Incorporate Traffic Waves},
journal = {Digital Transportation and Safety},
year = {2024},
volume = {3},
number = {1},
pages = {1--7},
doi = {10.48130/dts-0024-0001}
}
-
Yixin Zhao, Baoping Cai, Tao Zeng, Zhengbing He, Yiliu Liu, Sustainability Evaluation of Multi-Component Subsea Transmission System Considering Failure Dependence and Maintenance Activities, Ocean Engineering, 296:116945, 2024
@article{Zhao2024SubseaSustainability,
author = {Zhao, Yixin and Cai, Baoping and Zeng, Tao and He, Zhengbing and Liu, Yiliu},
title = {Sustainability Evaluation of Multi-Component Subsea Transmission System Considering Failure Dependence and Maintenance Activities},
journal = {Ocean Engineering},
year = {2024},
volume = {296},
pages = {116945},
doi = {10.1016/j.oceaneng.2024.116945}
}
-
Muhammad Zahid, Muhammad Faisal Habib, Muhammad Ijaz, Iqra Ameer, Irfan Ullah, Tufail Ahmed, Zhengbing He, Factors Affecting Injury Severity in Motorcycle Crashes: Different Age Groups Analysis Using CatBoost and SHAP Techniques, Traffic Injury Prevention, 25(3):472-481, 2024
@article{Zahid2024MotorcycleCrashes,
author = {Zahid, Muhammad and Habib, Muhammad Faisal and Ijaz, Muhammad and Ameer, Iqra and Ullah, Irfan and Ahmed, Tufail and He, Zhengbing},
title = {Factors Affecting Injury Severity in Motorcycle Crashes: Different Age Groups Analysis Using {CatBoost} and {SHAP} Techniques},
journal = {Traffic Injury Prevention},
year = {2024},
volume = {25},
number = {3},
pages = {472--481},
doi = {10.1080/15389588.2023.2297168}
}
-
Fang Zong, Renxin Zhong, Wei Ma, Dujuan Yang, Ziyuan Pu, Dong Ngoduy, Zhengbing He, Guest Editorial: Modelling, Operation and Management of Traffic Mixed with Connected and Automated Vehicles, IET Intelligent Transport Systems, 18(3), 2024
@article{Zong2024GuestEditorial,
author = {Zong, Fang and Zhong, Renxin and Ma, Wei and Yang, Dujuan and Pu, Ziyuan and Ngoduy, Dong and He, Zhengbing},
title = {Guest Editorial: Modelling, Operation and Management of Traffic Mixed with Connected and Automated Vehicles},
journal = {IET Intelligent Transport Systems},
year = {2024},
volume = {18},
number = {3},
doi = {10.1049/itr2.12496}
}
-
Songhua Hu, Kailai Wang, Lingyao Li, Yingrui Zhao, Zhengbing He, Yunpeng Zhang, Multi-Crowdsourced Data Fusion for Modeling Link-Level Traffic Resilience to Adverse Weather Events, International Journal of Disaster Risk Reduction, 112:104754, 2024
@article{Hu2024TrafficResilience,
author = {Hu, Songhua and Wang, Kailai and Li, Lingyao and Zhao, Yingrui and He, Zhengbing and Zhang, Yunpeng},
title = {Multi-Crowdsourced Data Fusion for Modeling Link-Level Traffic Resilience to Adverse Weather Events},
journal = {International Journal of Disaster Risk Reduction},
year = {2024},
volume = {112},
pages = {104754},
doi = {10.1016/j.ijdrr.2024.104754}
}
-
Haoran Jiang, Kui Xia, Yingying Zhao, Zhihong Yao, Yangsheng Jiang, Zhengbing He*, Environmental Impacts and Emission Reduction Methods of Vehicles Equipped with Driving Automation Systems: An Operational-Level Review, Transportation Research Part C, 173:104996, 2025
@article{Jiang2025EnvironmentalImpacts,
author = {Jiang, Haoran and Xia, Kui and Zhao, Yingying and Yao, Zhihong and Jiang, Yangsheng and He, Zhengbing},
title = {Environmental Impacts and Emission Reduction Methods of Vehicles Equipped with Driving Automation Systems: An Operational-Level Review},
journal = {Transportation Research Part C: Emerging Technologies},
year = {2025},
volume = {173},
pages = {104996},
doi = {10.1016/j.trc.2024.104996}
}
-
Guangchao Wang, Defeng Song, Hang Qi, Juanhua Zhou, Zhengbing He*, A Multi-Modal Network Equilibrium Model Considering Captive Travelers and Mode Correlation, Transportation, 52(5):1793-1826, 2025
@article{Wang2025MultimodalEquilibrium,
author = {Wang, Guangchao and Song, Defeng and Qi, Hang and Zhou, Juanhua and He, Zhengbing},
title = {A Multi-Modal Network Equilibrium Model Considering Captive Travelers and Mode Correlation},
journal = {Transportation},
year = {2025},
volume = {52},
number = {5},
pages = {1793--1826},
doi = {10.1007/s11116-024-10475-8}
}
-
Hongtai Yang, Zheng Liu, Daniel Kondor, Ke Han, Zhengbing He, Identifying Users Transferring Between Transportation Modes: A Stable Matching Approach, IEEE Transactions on Intelligent Transportation Systems, 26(4):4432-4442, 2025
@article{Yang2025TransferringModes,
author = {Yang, Hongtai and Liu, Zheng and Kondor, Daniel and Han, Ke and He, Zhengbing},
title = {Identifying Users Transferring Between Transportation Modes: A Stable Matching Approach},
journal = {IEEE Transactions on Intelligent Transportation Systems},
year = {2025},
volume = {26},
number = {4},
pages = {4432--4442},
doi = {10.1109/TITS.2025.3536632}
}
-
Ronghui Zhang, Wenbin Xing, Mengran Li, Zihan Wang, Junzhou Chen, Xiaolei Ma, Zhiyuan Liu, Zhengbing He, MM-STFlowNet: A Transportation Hub-Oriented Multi-Mode Passenger Flow Prediction Method via Spatial-Temporal Dynamic Graph Modeling, IEEE Transactions on Intelligent Transportation Systems, 26(11):20450-20463, 2025
@article{Zhang2025MMSTFlowNet,
author = {Zhang, Ronghui and Xing, Wenbin and Li, Mengran and Wang, Zihan and Chen, Junzhou and Ma, Xiaolei and Liu, Zhiyuan and He, Zhengbing},
title = {{MM-STFlowNet}: A Transportation Hub-Oriented Multi-Mode Passenger Flow Prediction Method via Spatial-Temporal Dynamic Graph Modeling},
journal = {IEEE Transactions on Intelligent Transportation Systems},
year = {2025},
volume = {26},
number = {11},
pages = {20450--20463},
doi = {10.1109/TITS.2025.3588867}
}
-
Peihao Li, Geqi Qi, Xuedong Yan, Shuo Zhao, Li Hu, Zhengbing He, Wei Guan, Brain Driving: Personalizing Vehicle Speed with DR-EEG Decoding and Situational Embeddings, IEEE Transactions on Intelligent Vehicles, 10(3):1658-1677, 2025
@article{Li2025BrainDriving,
author = {Li, Peihao and Qi, Geqi and Yan, Xuedong and Zhao, Shuo and Hu, Li and He, Zhengbing and Guan, Wei},
title = {Brain Driving: Personalizing Vehicle Speed with {DR-EEG} Decoding and Situational Embeddings},
journal = {IEEE Transactions on Intelligent Vehicles},
year = {2025},
volume = {10},
number = {3},
pages = {1658--1677},
doi = {10.1109/TIV.2024.3430952}
}
-
Leizhen Wang, Peibo Duan, Zhengbing He, Cheng Lyu, Xin Chen, Nan Zheng, Li Yao, Zhenliang Ma, Agentic Large Language Models for Day-to-Day Route Choices, Transportation Research Part C, 180:105307, 2025
@article{Wang2025AgenticLLMs,
author = {Wang, Leizhen and Duan, Peibo and He, Zhengbing and Lyu, Cheng and Chen, Xin and Zheng, Nan and Yao, Li and Ma, Zhenliang},
title = {Agentic Large Language Models for Day-to-Day Route Choices},
journal = {Transportation Research Part C: Emerging Technologies},
year = {2025},
volume = {180},
pages = {105307},
doi = {10.1016/j.trc.2025.105307}
}
-
Wenbin Yao, Xinyi Shen, Zhengbing He, Yong Liu, Xin Yang, Jiaqi Zeng, Chunqin Zhang, Sheng Jin, Unlocking the Potential of Cooperative Staggered Shifts in Urban Networks, Transportation Research Part C, 180:105354, 2025
@article{Yao2025StaggeredShifts,
author = {Yao, Wenbin and Shen, Xinyi and He, Zhengbing and Liu, Yong and Yang, Xin and Zeng, Jiaqi and Zhang, Chunqin and Jin, Sheng},
title = {Unlocking the Potential of Cooperative Staggered Shifts in Urban Networks},
journal = {Transportation Research Part C: Emerging Technologies},
year = {2025},
volume = {180},
pages = {105354},
doi = {10.1016/j.trc.2025.105354}
}
-
Shubo Wu, Dong Ngoduy, Zhengbing He, Yajie Zou, Jian Sun, Modeling Car-Following Behaviors Considering Driver Heterogeneity: A Multi-Regime Stochastic Framework, Transportation Research Part C, 179:105282, 2025
@article{Wu2025CarFollowingHeterogeneity,
author = {Wu, Shubo and Ngoduy, Dong and He, Zhengbing and Zou, Yajie and Sun, Jian},
title = {Modeling Car-Following Behaviors Considering Driver Heterogeneity: A Multi-Regime Stochastic Framework},
journal = {Transportation Research Part C: Emerging Technologies},
year = {2025},
volume = {179},
pages = {105282},
doi = {10.1016/j.trc.2025.105282}
}
-
Biao Chen, Jianjun Wu, Yanyan Chen, Der-Horng Lee, Zhengbing He*, Cascading Failures in Interdependent Transportation Networks: A Generalized Coupled Map Lattice Model with Intermodal Dynamics, Physica A, 675:130836, 2025
@article{Chen2025CascadingFailures,
author = {Chen, Biao and Wu, Jianjun and Chen, Yanyan and Lee, Der-Horng and He, Zhengbing},
title = {Cascading Failures in Interdependent Transportation Networks: A Generalized Coupled Map Lattice Model with Intermodal Dynamics},
journal = {Physica A: Statistical Mechanics and its Applications},
year = {2025},
volume = {675},
pages = {130836},
doi = {10.1016/j.physa.2025.130836}
}
-
Feiyang Wang, Chaoying Yin, Ximing Chang, Xinyu Zhang, Zhengbing He, Exploring the Relationship Between Built Environment and Bike-Sharing Demand: Does the Trip Length Matter?, Transportation Planning and Technology, 48(5):826-852, 2025
@article{Wang2025BikeSharingDemand,
author = {Wang, Feiyang and Yin, Chaoying and Chang, Ximing and Zhang, Xinyu and He, Zhengbing},
title = {Exploring the Relationship Between Built Environment and Bike-Sharing Demand: Does the Trip Length Matter?},
journal = {Transportation Planning and Technology},
year = {2025},
volume = {48},
number = {5},
pages = {826--852},
doi = {10.1080/03081060.2024.2400281}
}
-
Muhammad Usama, Haris N. Koutsopoulos, Zhengbing He, Lijiao Wang, Estimating City-Wide Operating Mode Distribution of Light-Duty Vehicles: A Neural Network-Based Approach, Transportation Research Record, 2679(11):511-525, 2025
@article{Usama2025OperatingModeDistribution,
author = {Usama, Muhammad and Koutsopoulos, Haris N. and He, Zhengbing and Wang, Lijiao},
title = {Estimating City-Wide Operating Mode Distribution of Light-Duty Vehicles: A Neural Network-Based Approach},
journal = {Transportation Research Record},
year = {2025},
volume = {2679},
number = {11},
pages = {511--525},
doi = {10.1177/03611981251348465}
}
-
Fang Zong, Sheng Yue, Meng Zeng, Zhengbing He, Dong Ngoduy, Platoon or Individual: An Adaptive Car-Following Control of Connected and Automated Vehicles, Chaos, Solitons & Fractals, 191:115850, 2025
@article{Zong2025AdaptiveCarFollowing,
author = {Zong, Fang and Yue, Sheng and Zeng, Meng and He, Zhengbing and Ngoduy, Dong},
title = {Platoon or Individual: An Adaptive Car-Following Control of Connected and Automated Vehicles},
journal = {Chaos, Solitons \& Fractals},
year = {2025},
volume = {191},
pages = {115850},
doi = {10.1016/j.chaos.2024.115850}
}
-
Daniel Carmody, Ophelia Zhu, Zhengbing He, Paolo Santi, Carlo Ratti, Identifying Public Transit Deserts: A Travel Demand-Independent Persistent Homology-Based Method, Transportation Safety and Environment, 7(2):tdaf015, 2025
@article{Carmody2025TransitDeserts,
author = {Carmody, Daniel and Zhu, Ophelia and He, Zhengbing and Santi, Paolo and Ratti, Carlo},
title = {Identifying Public Transit Deserts: A Travel Demand-Independent Persistent Homology-Based Method},
journal = {Transportation Safety and Environment},
year = {2025},
volume = {7},
number = {2},
pages = {tdaf015},
doi = {10.1093/tse/tdaf015}
}
-
Zhengbing He, On the Level of Innovation in New Technology-Driven Research: The Case of AI for Transportation, ResearchGate, 2025
@misc{He2025Innovation,
author = {He, Zhengbing},
title = {On the Level of Innovation in New Technology-Driven Research: The Case of {AI} for Transportation},
year = {2025},
publisher = {ResearchGate},
doi = {10.13140/RG.2.2.24715.55845}
}
-
Zhengbing He, Mirco Nanni, Luca Pappalardo, Paolo Santi, Carlo Ratti, Speed Limit: Obey, or Not Obey?, arXiv:2307.12189, 2023
@misc{He2023SpeedLimit,
author = {He, Zhengbing and Nanni, Mirco and Pappalardo, Luca and Santi, Paolo and Ratti, Carlo},
title = {Speed Limit: Obey, or Not Obey?},
year = {2023},
eprint = {2307.12189},
archivePrefix = {arXiv},
primaryClass = {physics.soc-ph},
doi = {10.48550/arXiv.2307.12189}
}
-
Hang Qi, Ning Jia, Xiaobo Qu, Zhengbing He*, Investigating Day-to-Day Route Choices Based on Multi-Scenario Laboratory Experiments. Part I: Route-Dependent Attraction and Its Modeling, Transportation Research Part A, 167:103553, 2023
@article{Qi2023RouteChoices,
author = {Qi, Hang and Jia, Ning and Qu, Xiaobo and He, Zhengbing},
title = {Investigating Day-to-Day Route Choices Based on Multi-Scenario Laboratory Experiments. Part {I}: Route-Dependent Attraction and Its Modeling},
journal = {Transportation Research Part A: Policy and Practice},
year = {2023},
volume = {167},
pages = {103553},
doi = {10.1016/j.tra.2022.11.013}
}
-
Rongsong Li, Zi Yang, Xin Pei, Yun Yue, Shaocheng Jia, Chunyang Han, Zhengbing He*, A Novel One-Stage Approach for Pointwise Transportation Mode Identification Inspired by Point Cloud Processing, Transportation Research Part C, 152:104127, 2023
@article{Li2023TransportationMode,
author = {Li, Rongsong and Yang, Zi and Pei, Xin and Yue, Yun and Jia, Shaocheng and Han, Chunyang and He, Zhengbing},
title = {A Novel One-Stage Approach for Pointwise Transportation Mode Identification Inspired by Point Cloud Processing},
journal = {Transportation Research Part C: Emerging Technologies},
year = {2023},
volume = {152},
pages = {104127},
doi = {10.1016/j.trc.2023.104127}
}
-
Jia He, Jie Qu, Jian Zhang, Zhengbing He*, The Impact of a Single Discretionary Lane Change on Surrounding Traffic: An Analytic Investigation, IEEE Transactions on Intelligent Transportation Systems, 24(1):554-563, 2023
@article{He2023LaneChangeImpact,
author = {He, Jia and Qu, Jie and Zhang, Jian and He, Zhengbing},
title = {The Impact of a Single Discretionary Lane Change on Surrounding Traffic: An Analytic Investigation},
journal = {IEEE Transactions on Intelligent Transportation Systems},
year = {2023},
volume = {24},
number = {1},
pages = {554--563},
doi = {10.1109/TITS.2022.3209668}
}
-
Xiuying Xin, Ning Jia, Shuai Ling, Zhengbing He, The Effect of the ‘Yield to Pedestrians’ Policy on Risky Pedestrian Behaviors: Is It a ‘Two-Edged Sword’?, Transportation Research Part A, 178:103870, 2023
@article{Xin2023YieldToPedestrians,
author = {Xin, Xiuying and Jia, Ning and Ling, Shuai and He, Zhengbing},
title = {The Effect of the `Yield to Pedestrians' Policy on Risky Pedestrian Behaviors: Is It a `Two-Edged Sword'?},
journal = {Transportation Research Part A: Policy and Practice},
year = {2023},
volume = {178},
pages = {103870},
doi = {10.1016/j.tra.2023.103870}
}
-
Shiyi Wang, Yuxuan Zhu, Zhiheng Li, Yutong Wang, Li Li, Zhengbing He, ChatGPT as Your Vehicle Co-Pilot: An Initial Attempt, IEEE Transactions on Intelligent Vehicles, 8(12):4706-4721, 2023
@article{Wang2023ChatGPTCopilot,
author = {Wang, Shiyi and Zhu, Yuxuan and Li, Zhiheng and Wang, Yutong and Li, Li and He, Zhengbing},
title = {{ChatGPT} as Your Vehicle Co-Pilot: An Initial Attempt},
journal = {IEEE Transactions on Intelligent Vehicles},
year = {2023},
volume = {8},
number = {12},
pages = {4706--4721},
doi = {10.1109/TIV.2023.3325300}
}
-
Haoran Jiang, Zhihong Yao, Yangsheng Jiang, Zhengbing He, Is All-Direction Turn Lane a Good Choice for Autonomous Intersections? A Study of Method Development and Comparisons, IEEE Transactions on Vehicular Technology, 72(7):8510-8525, 2023
@article{Jiang2023AllDirectionTurnLane,
author = {Jiang, Haoran and Yao, Zhihong and Jiang, Yangsheng and He, Zhengbing},
title = {Is All-Direction Turn Lane a Good Choice for Autonomous Intersections? A Study of Method Development and Comparisons},
journal = {IEEE Transactions on Vehicular Technology},
year = {2023},
volume = {72},
number = {7},
pages = {8510--8525},
doi = {10.1109/TVT.2023.3250957}
}
-
Yang Yu, Zhengbing He, Xiaobo Qu, On the Impact of Prior Experiences in Car-Following Models: Model Development, Computational Efficiency, Comparative Analyses, and Extensive Applications, IEEE Transactions on Cybernetics, 53(3):1405-1418, 2023
@article{Yu2023PriorExperiences,
author = {Yu, Yang and He, Zhengbing and Qu, Xiaobo},
title = {On the Impact of Prior Experiences in Car-Following Models: Model Development, Computational Efficiency, Comparative Analyses, and Extensive Applications},
journal = {IEEE Transactions on Cybernetics},
year = {2023},
volume = {53},
number = {3},
pages = {1405--1418},
doi = {10.1109/TCYB.2021.3095154}
}
-
Xinke Wang, Jian Zhang, Honghai Li, Zhengbing He*, A Mixed Traffic Car-Following Behavior Model, Physica A, 632:129299, 2023
@article{Wang2023MixedTraffic,
author = {Wang, Xinke and Zhang, Jian and Li, Honghai and He, Zhengbing},
title = {A Mixed Traffic Car-Following Behavior Model},
journal = {Physica A: Statistical Mechanics and its Applications},
year = {2023},
volume = {632},
pages = {129299},
doi = {10.1016/j.physa.2023.129299}
}
-
Jingyu Li, Weihua Zhang, Dianchen Zhu, Zhongxiang Feng, Zhengbing He, Quansheng Yue, Zhipeng Huang, Evaluation of Driver Demand for in-Vehicle Information: An Integrated Method Combining Clustering and Multivariate Ordered Probit Model, Journal of Safety Research, 85:222-233, 2023
@article{Li2023DriverDemand,
author = {Li, Jingyu and Zhang, Weihua and Zhu, Dianchen and Feng, Zhongxiang and He, Zhengbing and Yue, Quansheng and Huang, Zhipeng},
title = {Evaluation of Driver Demand for in-Vehicle Information: An Integrated Method Combining Clustering and Multivariate Ordered Probit Model},
journal = {Journal of Safety Research},
year = {2023},
volume = {85},
pages = {222--233},
doi = {10.1016/j.jsr.2023.02.006}
}
-
Xin Gu, Yi Yang, Yunxuan Li, Zhengbing He, Yanyan Chen, Traffic Conflict Analysis at Freeway Interchange Merging Areas: A Joint Model Based on Tobit and Survival Analysis Model, 23rd COTA International Conference of Transportation Professionals, 1615-1625, 2023
@inproceedings{Gu2023TrafficConflict,
author = {Gu, Xin and Yang, Yi and Li, Yunxuan and He, Zhengbing and Chen, Yanyan},
title = {Traffic Conflict Analysis at Freeway Interchange Merging Areas: A Joint Model Based on Tobit and Survival Analysis Model},
booktitle = {CICTP 2023: Innovation-Empowered Technology for Sustainable, Intelligent, Decarbonized, and Connected Transportation},
year = {2023},
pages = {1615--1625},
publisher = {American Society of Civil Engineers},
doi = {10.1061/9780784484869.154}
}
-
Kunpeng Zhang, Xiaoliang Feng, Lan Wu, Zhengbing He*, Trajectory Prediction for Autonomous Driving Using Spatial-Temporal Graph Attention Transformer, IEEE Transactions on Intelligent Transportation Systems, 23(11):22343-22353, 2022
@article{Zhang2022TrajectoryPrediction,
author = {Zhang, Kunpeng and Feng, Xiaoliang and Wu, Lan and He, Zhengbing},
title = {Trajectory Prediction for Autonomous Driving Using Spatial-Temporal Graph Attention Transformer},
journal = {IEEE Transactions on Intelligent Transportation Systems},
year = {2022},
volume = {23},
number = {11},
pages = {22343--22353},
doi = {10.1109/TITS.2022.3164450}
}
-
Liang Zheng, Pengjie Liu, Huimin Huang, Bin Ran, Zhengbing He*, Time-of-Day Pricing for Toll Roads Under Traffic Demand Uncertainties: A Distributionally Robust Simulation-Based Optimization Method, Transportation Research Part C, 144:103894, 2022
@article{Zheng2022TimeOfDayPricing,
author = {Zheng, Liang and Liu, Pengjie and Huang, Huimin and Ran, Bin and He, Zhengbing},
title = {Time-of-Day Pricing for Toll Roads Under Traffic Demand Uncertainties: A Distributionally Robust Simulation-Based Optimization Method},
journal = {Transportation Research Part C: Emerging Technologies},
year = {2022},
volume = {144},
pages = {103894},
doi = {10.1016/j.trc.2022.103894}
}
-
Hongsheng Qi, Zhengbing He*, Road Intersection Optimization Considering Spatial-Temporal Interactions Among Turning Movement Spillovers, IEEE Transactions on Intelligent Transportation Systems, 23(5):4291-4304, 2022
@article{Qi2022IntersectionOptimization,
author = {Qi, Hongsheng and He, Zhengbing},
title = {Road Intersection Optimization Considering Spatial-Temporal Interactions Among Turning Movement Spillovers},
journal = {IEEE Transactions on Intelligent Transportation Systems},
year = {2022},
volume = {23},
number = {5},
pages = {4291--4304},
doi = {10.1109/TITS.2020.3043274}
}
-
Fang Zong, Zhengbing He*, Meng Zeng, Yixuan Liu, Dynamic Lane Changing Trajectory Planning for CAV: A Multi-Agent Model with Path Preplanning, Transportmetrica B, 10(1):266-292, 2022
@article{Zong2022LaneChanging,
author = {Zong, Fang and He, Zhengbing and Zeng, Meng and Liu, Yixuan},
title = {Dynamic Lane Changing Trajectory Planning for {CAV}: A Multi-Agent Model with Path Preplanning},
journal = {Transportmetrica B: Transport Dynamics},
year = {2022},
volume = {10},
number = {1},
pages = {266--292},
doi = {10.1080/21680566.2021.1989079}
}
-
Ying Lv, Shanshan Wang, Ziyou Gao, Guanhui Cheng, Guohe Huang, Zhengbing He*, A Sustainable Road Pricing Oriented Bilevel Optimization Approach Under Multiple Environmental Uncertainties, International Journal of Sustainable Transportation, 16(2):152-165, 2022
@article{Lv2022SustainableRoadPricing,
author = {Lv, Ying and Wang, Shanshan and Gao, Ziyou and Cheng, Guanhui and Huang, Guohe and He, Zhengbing},
title = {A Sustainable Road Pricing Oriented Bilevel Optimization Approach Under Multiple Environmental Uncertainties},
journal = {International Journal of Sustainable Transportation},
year = {2022},
volume = {16},
number = {2},
pages = {152--165},
doi = {10.1080/15568318.2020.1858374}
}
-
Kunpeng Zhang, Lan Wu, Ning Jia, Liang Zhao, Xiaoliang Feng, Zhengbing He*, TSR-GAN: Generative Adversarial Networks for Traffic State Reconstruction with Time Space Diagrams, Physica A, 591:126788, 2022
@article{Zhang2022TSRGAN,
author = {Zhang, Kunpeng and Wu, Lan and Jia, Ning and Zhao, Liang and Feng, Xiaoliang and He, Zhengbing},
title = {{TSR-GAN}: Generative Adversarial Networks for Traffic State Reconstruction with Time Space Diagrams},
journal = {Physica A: Statistical Mechanics and its Applications},
year = {2022},
volume = {591},
pages = {126788},
doi = {10.1016/j.physa.2021.126788}
}
-
Yu Han, Andreas Hegyi, Le Zhang, Zhengbing He, Edward Chung, Pan Liu, A New Reinforcement Learning-Based Variable Speed Limit Control Approach to Improve Traffic Efficiency Against Freeway Jam Waves, Transportation Research Part C, 144:103900, 2022
@article{Han2022VariableSpeedLimit,
author = {Han, Yu and Hegyi, Andreas and Zhang, Le and He, Zhengbing and Chung, Edward and Liu, Pan},
title = {A New Reinforcement Learning-Based Variable Speed Limit Control Approach to Improve Traffic Efficiency Against Freeway Jam Waves},
journal = {Transportation Research Part C: Emerging Technologies},
year = {2022},
volume = {144},
pages = {103900},
doi = {10.1016/j.trc.2022.103900}
}
-
Xin Zhang, Shiquan Zhong, Shuai Ling, Ning Jia, Hang Qi, Zhengbing He, How to Promote the Transition from Solo Driving to Mobility Services Delivery? An Empirical Study Focusing on Ridesharing, Transport Policy, 129:176-187, 2022
@article{Zhang2022Ridesharing,
author = {Zhang, Xin and Zhong, Shiquan and Ling, Shuai and Jia, Ning and Qi, Hang and He, Zhengbing},
title = {How to Promote the Transition from Solo Driving to Mobility Services Delivery? An Empirical Study Focusing on Ridesharing},
journal = {Transport Policy},
year = {2022},
volume = {129},
pages = {176--187},
doi = {10.1016/j.tranpol.2022.10.009}
}
-
Xiuying Xin, Ning Jia, Shuai Ling, Zhengbing He, Prediction of Pedestrians' Wait-or-Go Decision Using Trajectory Data Based on Gradient Boosting Decision Tree, Transportmetrica B, 10(1):693-717, 2022
@article{Xin2022WaitOrGo,
author = {Xin, Xiuying and Jia, Ning and Ling, Shuai and He, Zhengbing},
title = {Prediction of Pedestrians' Wait-or-Go Decision Using Trajectory Data Based on Gradient Boosting Decision Tree},
journal = {Transportmetrica B: Transport Dynamics},
year = {2022},
volume = {10},
number = {1},
pages = {693--717},
doi = {10.1080/21680566.2022.2027294}
}
-
Weimeng Li, Shoufeng Ma, Ning Jia, Zhengbing He, An Analyzable Agent-Based Framework for Modeling Day-to-Day Route Choice, Transportmetrica A, 18(3):1517-1543, 2022
@article{Li2022AgentBasedRouteChoice,
author = {Li, Weimeng and Ma, Shoufeng and Jia, Ning and He, Zhengbing},
title = {An Analyzable Agent-Based Framework for Modeling Day-to-Day Route Choice},
journal = {Transportmetrica A: Transport Science},
year = {2022},
volume = {18},
number = {3},
pages = {1517--1543},
doi = {10.1080/23249935.2021.1952336}
}
-
Jincai Huang, Yunfei Zhang, Min Deng, Zhengbing He, Mining Crowdsourced Trajectory and Geo-Tagged Data for Spatial-Semantic Road Map Construction, Transactions in GIS, 26:735-754, 2022
@article{Huang2022RoadMapConstruction,
author = {Huang, Jincai and Zhang, Yunfei and Deng, Min and He, Zhengbing},
title = {Mining Crowdsourced Trajectory and Geo-Tagged Data for Spatial-Semantic Road Map Construction},
journal = {Transactions in GIS},
year = {2022},
volume = {26},
pages = {735--754},
doi = {10.1111/tgis.12879}
}
-
Renxin Zhong, Zhengbing He, Andy H. F. Chow, Victor Knoop, Special Issue on Methodological Advancements in Understanding and Managing Urban Traffic Congestion, Transportmetrica A, 18(1):1-4, 2022
@article{Zhong2022SpecialIssue,
author = {Zhong, Renxin and He, Zhengbing and Chow, Andy H. F. and Knoop, Victor},
title = {Special Issue on Methodological Advancements in Understanding and Managing Urban Traffic Congestion},
journal = {Transportmetrica A: Transport Science},
year = {2022},
volume = {18},
number = {1},
pages = {1--4},
doi = {10.1080/23249935.2021.1894266}
}
-
Yanyan Chen, Zifan Wang, Haodong Sun, Ye Zhang, Zhengbing He, Analysis of Travel Demand Between Transportation Hubs in Urban Agglomeration Based on Mobile Phone Call Detail Record Data, Journal of Transportation Engineering, Part A: Systems, 148(7):04022041, 2022
@article{Chen2022TravelDemand,
author = {Chen, Yanyan and Wang, Zifan and Sun, Haodong and Zhang, Ye and He, Zhengbing},
title = {Analysis of Travel Demand Between Transportation Hubs in Urban Agglomeration Based on Mobile Phone Call Detail Record Data},
journal = {Journal of Transportation Engineering, Part A: Systems},
year = {2022},
volume = {148},
number = {7},
pages = {04022041},
doi = {10.1061/JTEPBS.0000693}
}
-
Xiang-Yu Jia, Er-Jian Liu, Chun-Yan Chen, Zhengbing He, Xiao-Yong Yan, An Interactive City Choice Model and Its Application for Measuring the Intercity Interaction, Frontiers in Physics, 10:850415, 2022
@article{Jia2022CityChoice,
author = {Jia, Xiang-Yu and Liu, Er-Jian and Chen, Chun-Yan and He, Zhengbing and Yan, Xiao-Yong},
title = {An Interactive City Choice Model and Its Application for Measuring the Intercity Interaction},
journal = {Frontiers in Physics},
year = {2022},
volume = {10},
pages = {850415},
doi = {10.3389/fphy.2022.850415}
}
-
Zijian Bai, Lei Yang, Chenyi Fu, Zhaocai Liu, Zhengbing He, Ning Zhu, A Robust Approach to Integrated Wireless Charging Infrastructure Design and Bus Fleet Size Optimization, Computers & Industrial Engineering, 168:108046, 2022
@article{Bai2022WirelessCharging,
author = {Bai, Zijian and Yang, Lei and Fu, Chenyi and Liu, Zhaocai and He, Zhengbing and Zhu, Ning},
title = {A Robust Approach to Integrated Wireless Charging Infrastructure Design and Bus Fleet Size Optimization},
journal = {Computers \& Industrial Engineering},
year = {2022},
volume = {168},
pages = {108046},
doi = {10.1016/j.cie.2022.108046}
}
-
Shuai Wen, Xin Gu, Shahd Omar, Xi Jin, Zhengbing He*, Analysis of Vehicle Driving Styles at Freeway Merging Areas Using Trajectory Data, 25th IEEE Intelligent Transportation Systems Conference (ITSC), Macau, China, 3652-3656, 2022
@inproceedings{Wen2022DrivingStyles,
author = {Wen, Shuai and Gu, Xin and Omar, Shahd and Jin, Xi and He, Zhengbing},
title = {Analysis of Vehicle Driving Styles at Freeway Merging Areas Using Trajectory Data},
booktitle = {2022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC)},
year = {2022},
pages = {3652--3656},
address = {Macau, China},
doi = {10.1109/ITSC55140.2022.9922336}
}
-
Omar Shahd, Zhengbing He*, Di Liu, Home-Based Trips Analysis and Households Travel Behavior: A Case Study of Nablus City, Palestine, World Transport Convention, 2022
@inproceedings{Shahd2022HomeBasedTrips,
author = {Shahd, Omar and He, Zhengbing and Liu, Di},
title = {Home-Based Trips Analysis and Households Travel Behavior: A Case Study of Nablus City, Palestine},
booktitle = {World Transport Convention},
year = {2022}
}
-
Zhengbing He, Portraying Ride-Hailing Mobility Using Multi-Day Trip Order Data: A Case Study of Beijing, China, Transportation Research Part A, 146:152-169, 2021 (2022 Key Innovation in Transportation Sector, Ministry of Transport, China)
@article{He2021RideHailingMobility,
author = {He, Zhengbing},
title = {Portraying Ride-Hailing Mobility Using Multi-Day Trip Order Data: A Case Study of Beijing, China},
journal = {Transportation Research Part A: Policy and Practice},
year = {2021},
volume = {146},
pages = {152--169},
doi = {10.1016/j.tra.2021.01.017},
note = {2022 Key Innovation in Transportation Sector, Ministry of Transport, China}
}
-
Zhengbing He*, Peng Chen, Shared Mobility: Characteristics, Impacts, and Improvements, Transportation Research Part D, 97:102960, 2021
@article{He2021SharedMobility,
author = {He, Zhengbing and Chen, Peng},
title = {Shared Mobility: Characteristics, Impacts, and Improvements},
journal = {Transportation Research Part D: Transport and Environment},
year = {2021},
volume = {97},
pages = {102960},
doi = {10.1016/j.trd.2021.102960}
}
-
Haiyang Yu, Rui Jiang, Zhengbing He*, Zuduo Zheng, Li Li, Runkun Liu, Xiqun Chen, Automated Vehicle-Involved Traffic Flow Studies: A Survey of Assumptions, Models, Speculations, and Perspectives, Transportation Research Part C, 127:103101, 2021
@article{Yu2021AutomatedVehicleTrafficFlow,
author = {Yu, Haiyang and Jiang, Rui and He, Zhengbing and Zheng, Zuduo and Li, Li and Liu, Runkun and Chen, Xiqun},
title = {Automated Vehicle-Involved Traffic Flow Studies: A Survey of Assumptions, Models, Speculations, and Perspectives},
journal = {Transportation Research Part C: Emerging Technologies},
year = {2021},
volume = {127},
pages = {103101},
doi = {10.1016/j.trc.2021.103101}
}
-
Jie Xiong, Biao Chen, Zhengbing He*, Wei Guan, Yanyan Chen, Optimal Design of Community Shuttles with an Adaptive-Operator-Selection-Based Genetic Algorithm, Transportation Research Part C, 126:103109, 2021
@article{Xiong2021CommunityShuttles,
author = {Xiong, Jie and Chen, Biao and He, Zhengbing and Guan, Wei and Chen, Yanyan},
title = {Optimal Design of Community Shuttles with an Adaptive-Operator-Selection-Based Genetic Algorithm},
journal = {Transportation Research Part C: Emerging Technologies},
year = {2021},
volume = {126},
pages = {103109},
doi = {10.1016/j.trc.2021.103109}
}
-
Liang Zheng, Chuang Zhu, Zhengbing He*, Tian He, Safety Rule-Based Cellular Automaton Modeling and Simulation Under V2V Environment, Transportmetrica A, 17(1):81-106, 2021
@article{Zheng2021SafetyRule,
author = {Zheng, Liang and Zhu, Chuang and He, Zhengbing and He, Tian},
title = {Safety Rule-Based Cellular Automaton Modeling and Simulation Under V2V Environment},
journal = {Transportmetrica A: Transport Science},
year = {2021},
volume = {17},
number = {1},
pages = {81--106},
doi = {10.1080/23249935.2018.1517135}
}
-
Shu-Qing Li, Yan-Yan Qin, Zhengbing He*, String Stability Analysis of Connected Vehicular Systems Based on Car-Following Model, Journal of Transportation Engineering, Part A: Systems, 147(8):04021038, 2021
@article{Li2021StringStability,
author = {Li, Shu-Qing and Qin, Yan-Yan and He, Zhengbing},
title = {String Stability Analysis of Connected Vehicular Systems Based on Car-Following Model},
journal = {Journal of Transportation Engineering, Part A: Systems},
year = {2021},
volume = {147},
number = {8},
pages = {04021038},
doi = {10.1061/JTEPBS.0000551}
}
-
Kunpeng Zhang, Zhengbing He, Liang Zheng, Liang Zhao, A Generative Adversarial Network for Travel Times Imputation Using Trajectory Data, Computer-Aided Civil and Infrastructure Engineering, 36(2):197-212, 2021
@article{Zhang2021TravelTimesImputation,
author = {Zhang, Kunpeng and He, Zhengbing and Zheng, Liang and Zhao, Liang},
title = {A Generative Adversarial Network for Travel Times Imputation Using Trajectory Data},
journal = {Computer-Aided Civil and Infrastructure Engineering},
year = {2021},
volume = {36},
number = {2},
pages = {197--212},
doi = {10.1111/mice.12595}
}
-
Jinlei Zhang, Hongshu Che, Feng Chen, Wei Ma, Zhengbing He, Short-Term Origin-Destination Demand Prediction in Urban Rail Transit Systems: A Channel-Wise Attentive Split-Convolutional Neural Network Method, Transportation Research Part C, 124:102928, 2021
@article{Zhang2021RailTransitOD,
author = {Zhang, Jinlei and Che, Hongshu and Chen, Feng and Ma, Wei and He, Zhengbing},
title = {Short-Term Origin-Destination Demand Prediction in Urban Rail Transit Systems: A Channel-Wise Attentive Split-Convolutional Neural Network Method},
journal = {Transportation Research Part C: Emerging Technologies},
year = {2021},
volume = {124},
pages = {102928},
doi = {10.1016/j.trc.2020.102928}
}
-
Jian Wang, Lili Lu, Srinivas Peeta, Zhengbing He, Optimal Toll Design Problems Under Mixed Traffic Flow of Human-Driven Vehicles and Connected and Autonomous Vehicles, Transportation Research Part C, 125:102952, 2021
@article{Wang2021OptimalToll,
author = {Wang, Jian and Lu, Lili and Peeta, Srinivas and He, Zhengbing},
title = {Optimal Toll Design Problems Under Mixed Traffic Flow of Human-Driven Vehicles and Connected and Autonomous Vehicles},
journal = {Transportation Research Part C: Emerging Technologies},
year = {2021},
volume = {125},
pages = {102952},
doi = {10.1016/j.trc.2020.102952}
}
-
Bo Fan, Yuan Wu, Zhengbing He, Yanyan Chen, Tony Q. S. Quek, Cheng-Zhong Xu, Digital Twin Empowered Mobile Edge Computing for Intelligent Vehicular Lane-Changing, IEEE Network, 35(6):194-201, 2021
@article{Fan2021DigitalTwin,
author = {Fan, Bo and Wu, Yuan and He, Zhengbing and Chen, Yanyan and Quek, Tony Q. S. and Xu, Cheng-Zhong},
title = {Digital Twin Empowered Mobile Edge Computing for Intelligent Vehicular Lane-Changing},
journal = {IEEE Network},
year = {2021},
volume = {35},
number = {6},
pages = {194--201},
doi = {10.1109/MNET.201.2000768}
}
-
Lili Lu, Zhengbing He, Jian Wang, Jufeng Chen, Wei Wang, Estimation of Lane-Level Travel Time Distributions Under a Connected Environment, Journal of Intelligent Transportation Systems, 25(5):501-512, 2021
@article{Lu2021LaneLevelTravelTime,
author = {Lu, Lili and He, Zhengbing and Wang, Jian and Chen, Jufeng and Wang, Wei},
title = {Estimation of Lane-Level Travel Time Distributions Under a Connected Environment},
journal = {Journal of Intelligent Transportation Systems},
year = {2021},
volume = {25},
number = {5},
pages = {501--512},
doi = {10.1080/15472450.2020.1854093}
}
-
Shouzheng Pan, Hai Yan, Jia He, Zhengbing He, Vulnerability and Resilience of Transportation Systems: A Recent Literature Review, Physica A, 581:126235, 2021
@article{Pan2021TransportationResilience,
author = {Pan, Shouzheng and Yan, Hai and He, Jia and He, Zhengbing},
title = {Vulnerability and Resilience of Transportation Systems: A Recent Literature Review},
journal = {Physica A: Statistical Mechanics and its Applications},
year = {2021},
volume = {581},
pages = {126235},
doi = {10.1016/j.physa.2021.126235}
}
-
Wuhong Wang, Yanyan Chen, Zhengbing He, Xiaobei Jiang, Green Connected Automated Transportation and Safety, Springer, 2021
@book{Wang2021GreenConnectedTransportation,
author = {Wang, Wuhong and Chen, Yanyan and He, Zhengbing and Jiang, Xiaobei},
title = {Green Connected Automated Transportation and Safety},
publisher = {Springer},
year = {2021},
doi = {10.1007/978-981-16-5429-9}
}
-
Zhengbing He, Wenyi Zhang, Ning Jia, Estimating Carbon Dioxide Emissions of Freeway Traffic: A Spatiotemporal Cell-Based Model, IEEE Transactions on Intelligent Transportation Systems, 21(5):1976-1986, 2020
@article{He2020CarbonDioxideEmissions,
author = {He, Zhengbing and Zhang, Wenyi and Jia, Ning},
title = {Estimating Carbon Dioxide Emissions of Freeway Traffic: A Spatiotemporal Cell-Based Model},
journal = {IEEE Transactions on Intelligent Transportation Systems},
year = {2020},
volume = {21},
number = {5},
pages = {1976--1986},
doi = {10.1109/TITS.2019.2909316}
}
-
Zhengbing He, Cooperative Driving and a Lane Change-Free Road Transportation System, in Traffic Information and Control, IET, 163-183, 2020
@incollection{He2020LaneChangeFreeRoad,
author = {He, Zhengbing},
title = {Cooperative Driving and a Lane Change-Free Road Transportation System},
booktitle = {Traffic Information and Control},
publisher = {Institution of Engineering and Technology},
year = {2020},
chapter = {8},
pages = {163--183},
doi = {10.1049/PBTR026E_ch8}
}
-
Ruimin Li, Zhengbing He, Traffic Information and Control, IET, ISBN: 9781839530258, e-ISBN: 9781839530265, 328 pages, 2020
@book{Li2020TrafficInformationControl,
editor = {Li, Ruimin and He, Zhengbing},
title = {Traffic Information and Control},
publisher = {Institution of Engineering and Technology},
year = {2020},
pages = {328},
isbn = {9781839530258},
doi = {10.1049/PBTR026E}
}
-
Li Li, Rui Jiang, Zhengbing He*, Xiqun Chen, Xuesong Zhou, Trajectory Data-Based Traffic Flow Studies: A Revisit, Transportation Research Part C, 114:225-240, 2020
@article{Li2020TrajectoryData,
author = {Li, Li and Jiang, Rui and He, Zhengbing and Chen, Xiqun and Zhou, Xuesong},
title = {Trajectory Data-Based Traffic Flow Studies: A Revisit},
journal = {Transportation Research Part C: Emerging Technologies},
year = {2020},
volume = {114},
pages = {225--240},
doi = {10.1016/j.trc.2020.02.016}
}
-
Dong-Fan Xie, Yong-Qi Wen, Xiao-Mei Zhao, Xin-Gang Li, Zhengbing He*, Cooperative Driving Strategies of Connected Vehicles for Stabilizing Traffic Flow, Transportmetrica B, 8(1):166-181, 2020
@article{Xie2020CooperativeDriving,
author = {Xie, Dong-Fan and Wen, Yong-Qi and Zhao, Xiao-Mei and Li, Xin-Gang and He, Zhengbing},
title = {Cooperative Driving Strategies of Connected Vehicles for Stabilizing Traffic Flow},
journal = {Transportmetrica B: Transport Dynamics},
year = {2020},
volume = {8},
number = {1},
pages = {166--181},
doi = {10.1080/21680566.2020.1728590}
}
-
Jia He, Zhengbing He*, Bo Fan, Yanyan Chen, Optimal Location of Lane-Changing Warning Point in a Two-Lane Road Considering Different Traffic Flows, Physica A, 540:123000, 2020
@article{He2020LaneChangingWarning,
author = {He, Jia and He, Zhengbing and Fan, Bo and Chen, Yanyan},
title = {Optimal Location of Lane-Changing Warning Point in a Two-Lane Road Considering Different Traffic Flows},
journal = {Physica A: Statistical Mechanics and its Applications},
year = {2020},
volume = {540},
pages = {123000},
doi = {10.1016/j.physa.2019.123000}
}
-
Fang Zong, Meng Zeng, Zhengbing He*, Yixin Yuan, Bus-Car Mode Identification: Traffic Condition-Based Random-Forests Method, Journal of Transportation Engineering, Part A: Systems, 146(10):04020113, 2020
@article{Zong2020BusCarMode,
author = {Zong, Fang and Zeng, Meng and He, Zhengbing and Yuan, Yixin},
title = {Bus-Car Mode Identification: Traffic Condition-Based Random-Forests Method},
journal = {Journal of Transportation Engineering, Part A: Systems},
year = {2020},
volume = {146},
number = {10},
pages = {04020113},
doi = {10.1061/JTEPBS.0000442}
}
-
Bingfeng Si, Zhengbing He*, Di Liu, Xiaobao Yang, Ziyou Gao, A Train Operation Diagram-Based Equilibrium Model for an Urban Rail Transit Network with Transfer Constraints, Journal of Transportation Engineering, Part A: Systems, 146(11):04020126, 2020
@article{Si2020TrainOperationDiagram,
author = {Si, Bingfeng and He, Zhengbing and Liu, Di and Yang, Xiaobao and Gao, Ziyou},
title = {A Train Operation Diagram-Based Equilibrium Model for an Urban Rail Transit Network with Transfer Constraints},
journal = {Journal of Transportation Engineering, Part A: Systems},
year = {2020},
volume = {146},
number = {11},
pages = {04020126},
doi = {10.1061/JTEPBS.0000444}
}
-
Y. P. Huang, J. H. Xiong, A. Sumalee, N. Zheng, W. H. K. Lam, Zhengbing He, R. X. Zhong, A Dynamic User Equilibrium Model for Multi-Region Macroscopic Fundamental Diagram Systems with Time-Varying Delays, Transportation Research Part B, 131:1-25, 2020
@article{Huang2020DynamicUserEquilibrium,
author = {Huang, Y. P. and Xiong, J. H. and Sumalee, A. and Zheng, N. and Lam, W. H. K. and He, Zhengbing and Zhong, R. X.},
title = {A Dynamic User Equilibrium Model for Multi-Region Macroscopic Fundamental Diagram Systems with Time-Varying Delays},
journal = {Transportation Research Part B: Methodological},
year = {2020},
volume = {131},
pages = {1--25},
doi = {10.1016/j.trb.2019.11.002}
}
-
Ximing Chang, Jianjun Wu, Zhengbing He, Daqing Li, Huijun Sun, Weiping Wang, Understanding User's Travel Behavior and City Region Functions from Station-Free Shared Bike Usage Data, Transportation Research Part F, 72:81-95, 2020
@article{Chang2020SharedBikeUsage,
author = {Chang, Ximing and Wu, Jianjun and He, Zhengbing and Li, Daqing and Sun, Huijun and Wang, Weiping},
title = {Understanding User's Travel Behavior and City Region Functions from Station-Free Shared Bike Usage Data},
journal = {Transportation Research Part F: Traffic Psychology and Behaviour},
year = {2020},
volume = {72},
pages = {81--95},
doi = {10.1016/j.trf.2020.03.018}
}
-
Bo Fan, Zhengbing He, Yuan Wu, Jia He, Yanyan Chen, Li Jiang, Deep Learning Empowered Traffic Offloading in Intelligent Software Defined Cellular V2X Networks, IEEE Transactions on Vehicular Technology, 69(11):13328-13340, 2020
@article{Fan2020TrafficOffloading,
author = {Fan, Bo and He, Zhengbing and Wu, Yuan and He, Jia and Chen, Yanyan and Jiang, Li},
title = {Deep Learning Empowered Traffic Offloading in Intelligent Software Defined Cellular V2X Networks},
journal = {IEEE Transactions on Vehicular Technology},
year = {2020},
volume = {69},
number = {11},
pages = {13328--13340},
doi = {10.1109/TVT.2020.3023194}
}
-
Bo Fan, Zhengbing He, Hui Tian, Dewen Kong, Yanyan Chen, Energy-Efficient Resource Allocation for Dynamic Priority-Based Vehicular Mobile-Health Communications, IEEE Systems Journal, 14(2):2097-2108, 2020
@article{Fan2020MobileHealth,
author = {Fan, Bo and He, Zhengbing and Tian, Hui and Kong, Dewen and Chen, Yanyan},
title = {Energy-Efficient Resource Allocation for Dynamic Priority-Based Vehicular Mobile-Health Communications},
journal = {IEEE Systems Journal},
year = {2020},
volume = {14},
number = {2},
pages = {2097--2108},
doi = {10.1109/JSYST.2019.2919569}
}
-
Jie Xiong, Biao Chen, Xiangnan Li, Zhengbing He, Yanyan Chen, Demand Responsive Service-Based Optimization on Flexible Routes and Departure Time of Community Shuttles, Sustainability, 12(3):897, 2020
@article{Xiong2020CommunityShuttles,
author = {Xiong, Jie and Chen, Biao and Li, Xiangnan and He, Zhengbing and Chen, Yanyan},
title = {Demand Responsive Service-Based Optimization on Flexible Routes and Departure Time of Community Shuttles},
journal = {Sustainability},
year = {2020},
volume = {12},
number = {3},
pages = {897},
doi = {10.3390/su12030897}
}
-
Zhengbing He, Geqi Qi, Lili Lu, Yanyan Chen, Network-Wide Identification of Turn-Level Intersection Congestion Using Only Low-Frequency Probe Vehicle Data, Transportation Research Part C, 108:320-339, 2019
@article{He2019IntersectionCongestion,
author = {He, Zhengbing and Qi, Geqi and Lu, Lili and Chen, Yanyan},
title = {Network-Wide Identification of Turn-Level Intersection Congestion Using Only Low-Frequency Probe Vehicle Data},
journal = {Transportation Research Part C: Emerging Technologies},
year = {2019},
volume = {108},
pages = {320--339},
doi = {10.1016/j.trc.2019.10.001}
}
-
Dong-Fan Xie, Zhe-Zhe Fang, Bin Jia, Zhengbing He*, A Data-Driven Lane-Changing Model Based on Deep Learning, Transportation Research Part C, 106:41-60, 2019
@article{Xie2019LaneChanging,
author = {Xie, Dong-Fan and Fang, Zhe-Zhe and Jia, Bin and He, Zhengbing},
title = {A Data-Driven Lane-Changing Model Based on Deep Learning},
journal = {Transportation Research Part C: Emerging Technologies},
year = {2019},
volume = {106},
pages = {41--60},
doi = {10.1016/j.trc.2019.07.002}
}
-
Zhengbing He, Ying Lv, Lili Lu, Wei Guan, Constructing Spatiotemporal Speed Contour Diagrams: Using Rectangular or Non-Rectangular Parallelogram Cells?, Transportmetrica B, 7(1):44-60, 2019
@article{He2019SpeedContourDiagrams,
author = {He, Zhengbing and Lv, Ying and Lu, Lili and Guan, Wei},
title = {Constructing Spatiotemporal Speed Contour Diagrams: Using Rectangular or Non-Rectangular Parallelogram Cells?},
journal = {Transportmetrica B: Transport Dynamics},
year = {2019},
volume = {7},
number = {1},
pages = {44--60},
doi = {10.1080/21680566.2017.1320774}
}
-
Zhengbing He, Jia Hu, B. Brian Park, Michael W. Levin, Vehicle Sensor Data-Based Transportation Research: Modeling, Analysis, and Management, Journal of Intelligent Transportation Systems, 23(2):99-102, 2019
@article{He2019VehicleSensorData,
author = {He, Zhengbing and Hu, Jia and Park, B. Brian and Levin, Michael W.},
title = {Vehicle Sensor Data-Based Transportation Research: Modeling, Analysis, and Management},
journal = {Journal of Intelligent Transportation Systems},
year = {2019},
volume = {23},
number = {2},
pages = {99--102},
doi = {10.1080/15472450.2019.1586335}
}
-
Dong-Fan Xie, Xiao-Mei Zhao, Zhengbing He*, Heterogeneous Traffic Mixing Regular and Connected Vehicles: Modeling and Stabilization, IEEE Transactions on Intelligent Transportation Systems, 20(6):2060-2071, 2019
@article{Xie2019HeterogeneousTraffic,
author = {Xie, Dong-Fan and Zhao, Xiao-Mei and He, Zhengbing},
title = {Heterogeneous Traffic Mixing Regular and Connected Vehicles: Modeling and Stabilization},
journal = {IEEE Transactions on Intelligent Transportation Systems},
year = {2019},
volume = {20},
number = {6},
pages = {2060--2071},
doi = {10.1109/TITS.2018.2857465}
}
-
Zhengbing He, Six Questions on Network-Wide Traffic Prediction, ResearchGate, September 2019
@misc{He2019SixQuestions,
author = {He, Zhengbing},
title = {Six Questions on Network-Wide Traffic Prediction},
year = {2019},
month = {September},
publisher = {ResearchGate},
doi = {10.13140/RG.2.2.10498.63681}
}
-
Liang Zheng, Chuang Zhu, Zhengbing He*, Tian He, Sisi Liu, Empirical Validation of Vehicle Type-Dependent Car-Following Heterogeneity from Micro- and Macro-Viewpoints, Transportmetrica B, 7(1):765-787, 2019
@article{Zheng2019CarFollowingHeterogeneity,
author = {Zheng, Liang and Zhu, Chuang and He, Zhengbing and He, Tian and Liu, Sisi},
title = {Empirical Validation of Vehicle Type-Dependent Car-Following Heterogeneity from Micro- and Macro-Viewpoints},
journal = {Transportmetrica B: Transport Dynamics},
year = {2019},
volume = {7},
number = {1},
pages = {765--787},
doi = {10.1080/21680566.2018.1517057}
}
-
Lishan Liu, Ning Jia, Lei Lin, Zhengbing He*, A Cohesion-Based Heuristic Feature Selection for Short-Term Traffic Forecasting, IEEE Access, 7:3383-3389, 2019
@article{Liu2019FeatureSelection,
author = {Liu, Lishan and Jia, Ning and Lin, Lei and He, Zhengbing},
title = {A Cohesion-Based Heuristic Feature Selection for Short-Term Traffic Forecasting},
journal = {IEEE Access},
year = {2019},
volume = {7},
pages = {3383--3389},
doi = {10.1109/ACCESS.2018.2889814}
}
-
Geqi Qi, Wei Guan, Zhengbing He, Ailing Huang, Adaptive Kernel Fuzzy C-Means Clustering Algorithm Based on Cluster Structure, Journal of Intelligent & Fuzzy Systems, 37(2):2453-2471, 2019
@article{Qi2019AdaptiveKernelFCM,
author = {Qi, Geqi and Guan, Wei and He, Zhengbing and Huang, Ailing},
title = {Adaptive Kernel Fuzzy C-Means Clustering Algorithm Based on Cluster Structure},
journal = {Journal of Intelligent \& Fuzzy Systems},
year = {2019},
volume = {37},
number = {2},
pages = {2453--2471},
doi = {10.3233/JIFS-182750}
}
-
Lei Lin, Zhengbing He, Srinivas Peeta, Predicting Station-Level Hourly Demand in a Large-Scale Bike-Sharing Network: A Graph Convolutional Neural Network Approach, Transportation Research Part C, 97:258-276, 2018
@article{Lin2018BikeSharingDemand,
author = {Lin, Lei and He, Zhengbing and Peeta, Srinivas},
title = {Predicting Station-Level Hourly Demand in a Large-Scale Bike-Sharing Network: A Graph Convolutional Neural Network Approach},
journal = {Transportation Research Part C: Emerging Technologies},
year = {2018},
volume = {97},
pages = {258--276},
doi = {10.1016/j.trc.2018.10.011}
}
-
Zhengbing He, Liang Zheng, Lili Lu, Wei Guan, Erasing Lane Changes from Roads: A Design of Future Road Intersections, IEEE Transactions on Intelligent Vehicles, 3(2):173-184, 2018
@article{He2018ErasingLaneChanges,
author = {He, Zhengbing and Zheng, Liang and Lu, Lili and Guan, Wei},
title = {Erasing Lane Changes from Roads: A Design of Future Road Intersections},
journal = {IEEE Transactions on Intelligent Vehicles},
year = {2018},
volume = {3},
number = {2},
pages = {173--184},
doi = {10.1109/TIV.2018.2804164}
}
-
Lili Lu, Jian Wang, Zhengbing He*, Ching-Yao Chan, Real-Time Estimation of Freeway Travel Time with Recurrent Congestion Based on Sparse Detector Data, IET Intelligent Transport Systems, 12(1):2-11, 2018
@article{Lu2018FreewayTravelTime,
author = {Lu, Lili and Wang, Jian and He, Zhengbing and Chan, Ching-Yao},
title = {Real-Time Estimation of Freeway Travel Time with Recurrent Congestion Based on Sparse Detector Data},
journal = {IET Intelligent Transport Systems},
year = {2018},
volume = {12},
number = {1},
pages = {2--11},
doi = {10.1049/iet-its.2016.0356}
}
-
Wenyi Zhang, Zhengbing He*, Wei Guan, Geqi Qi, Day-to-Day Rerouting Modeling and Analysis with Absolute and Relative Bounded Rationalities, Transportmetrica A, 14(3):256-273, 2018
@article{Zhang2018Rerouting,
author = {Zhang, Wenyi and He, Zhengbing and Guan, Wei and Qi, Geqi},
title = {Day-to-Day Rerouting Modeling and Analysis with Absolute and Relative Bounded Rationalities},
journal = {Transportmetrica A: Transport Science},
year = {2018},
volume = {14},
number = {3},
pages = {256--273},
doi = {10.1080/23249935.2017.1373713}
}
-
Liu Yang, Zhengbing He, Wei Guan, Shixiong Jiang, Exploring the Relationship Between Electroencephalography (EEG) and Ordinary Driving Behavior: A Simulated Driving Study, Transportation Research Record, 2672(37):172-180, 2018
@article{Yang2018EEGDriving,
author = {Liu, Yang and He, Zhengbing and Guan, Wei and Jiang, Shixiong},
title = {Exploring the Relationship Between Electroencephalography (EEG) and Ordinary Driving Behavior: A Simulated Driving Study},
journal = {Transportation Research Record},
year = {2018},
volume = {2672},
number = {37},
pages = {172--180},
doi = {10.1177/0361198118783165}
}
-
Jianmei Liu, Zhengbing He*, Shuaiqi Ma, An N-Path Logit-Based Stochastic User Equilibrium Model, IEEE Access, 6:20971-20986, 2018
@article{Liu2018NPathLogit,
author = {Liu, Jianmei and He, Zhengbing and Ma, Shuaiqi},
title = {An N-Path Logit-Based Stochastic User Equilibrium Model},
journal = {IEEE Access},
year = {2018},
volume = {6},
pages = {20971--20986},
doi = {10.1109/ACCESS.2018.2827071}
}
-
Shixiong Jiang, Wei Guan, Zhengbing He, Liu Yang, Exploring the Inter-Modal Relationship Between Taxi and Subway in Beijing, China, Journal of Advanced Transportation, 2018:3981845, 2018
@article{Jiang2018TaxiSubway,
author = {Jiang, Shixiong and Guan, Wei and He, Zhengbing and Liu, Yang},
title = {Exploring the Inter-Modal Relationship Between Taxi and Subway in Beijing, China},
journal = {Journal of Advanced Transportation},
year = {2018},
volume = {2018},
pages = {3981845},
doi = {10.1155/2018/3981845}
}
-
Shixiong Jiang, Wei Guan, Zhengbing He, Liu Yang, Measuring Taxi Accessibility Using Grid-Based Method with Trajectory Data, Sustainability, 10(9):3187, 2018
@article{Jiang2018TaxiAccessibility,
author = {Jiang, Shixiong and Guan, Wei and He, Zhengbing and Liu, Yang},
title = {Measuring Taxi Accessibility Using Grid-Based Method with Trajectory Data},
journal = {Sustainability},
year = {2018},
volume = {10},
number = {9},
pages = {3187},
doi = {10.3390/su10093187}
}
-
Jingyi Hao, Zhengbing He*, A Day-to-Day Invariant Macroscopic Fundamental Diagram for Probe Vehicles, IOP Conference Series: Earth and Environmental Science, 189(6):062017, 2018
@inproceedings{Hao2018ProbeVehicleMFD,
author = {Hao, Jingyi and He, Zhengbing},
title = {A Day-to-Day Invariant Macroscopic Fundamental Diagram for Probe Vehicles},
booktitle = {IOP Conference Series: Earth and Environmental Science},
year = {2018},
volume = {189},
number = {6},
pages = {062017},
doi = {10.1088/1755-1315/189/6/062017}
}
-
Zhengbing He, Zheng Liang, Peng Chen, Wei Guan, Mapping to Cells: A Simple Method to Extract Traffic Dynamics from Probe Vehicle Data, Computer-Aided Civil and Infrastructure Engineering, 32(3):252–267, 2017
@article{He2017MappingCells,
author = {He, Zhengbing and Zheng, Liang and Chen, Peng and Guan, Wei},
title = {Mapping to Cells: A Simple Method to Extract Traffic Dynamics from Probe Vehicle Data},
journal = {Computer-Aided Civil and Infrastructure Engineering},
year = {2017},
volume = {32},
number = {3},
pages = {252--267},
doi = {10.1111/mice.12251}
}
-
Zhengbing He, Liang Zheng, Liying Song, Ning Zhu, A Jam-Absorption Driving Strategy for Mitigating Traffic Oscillations, IEEE Transactions on Intelligent Transportation Systems, 18(4):802–813, 2017
@article{He2017JamAbsorption,
author = {He, Zhengbing and Zheng, Liang and Song, Liying and Zhu, Ning},
title = {A Jam-Absorption Driving Strategy for Mitigating Traffic Oscillations},
journal = {IEEE Transactions on Intelligent Transportation Systems},
year = {2017},
volume = {18},
number = {4},
pages = {802--813},
doi = {10.1109/TITS.2016.2587699}
}
-
Liang Zheng, Zhengbing He*, Tian He, A Flexible Traffic Stream Model and Its Three Representations of Traffic Flow, Transportation Research Part C, 75:136–167, 2017
@article{Zheng2017FlexibleTrafficStream,
author = {Zheng, Liang and He, Zhengbing and He, Tian},
title = {A Flexible Traffic Stream Model and Its Three Representations of Traffic Flow},
journal = {Transportation Research Part C: Emerging Technologies},
year = {2017},
volume = {75},
pages = {136--167},
doi = {10.1016/j.trc.2016.12.006}
}
-
Ning Jia, Yidan Zhang, Zhengbing He*, Geng Li, Commuters' Acceptance of and Behavior Reactions to License Plate Restriction Policy: A Case Study of Tianjin, China, Transportation Research Part D, 52:428–440, 2017
@article{Jia2017LicensePlateRestriction,
author = {Jia, Ning and Zhang, Yidan and He, Zhengbing and Li, Geng},
title = {Commuters' Acceptance of and Behavior Reactions to License Plate Restriction Policy: A Case Study of Tianjin, China},
journal = {Transportation Research Part D: Transport and Environment},
year = {2017},
volume = {52},
pages = {428--440},
doi = {10.1016/j.trd.2016.10.035}
}
-
Zhengbing He, Liang Zheng, Visualizing Traffic Dynamics Based on Floating Car Data, Journal of Transportation Engineering, Part A: Systems, 143(5):04017005, 2017
@article{He2017VisualizingTraffic,
author = {He, Zhengbing and Zheng, Liang},
title = {Visualizing Traffic Dynamics Based on Floating Car Data},
journal = {Journal of Transportation Engineering, Part A: Systems},
year = {2017},
volume = {143},
number = {5},
pages = {04017005},
doi = {10.1061/JTEPBS.0000024}
}
-
Zhengbing He, Research Based on High-Fidelity NGSIM Vehicle Trajectory Datasets: A Review, ResearchGate, 2017
@misc{He2017NGSIMReview,
author = {He, Zhengbing},
title = {Research Based on High-Fidelity NGSIM Vehicle Trajectory Datasets: A Review},
year = {2017},
publisher = {ResearchGate},
doi = {10.13140/RG.2.2.11429.60643}
}
-
Liang Zheng, Zhengbing He*, An Anisotropic Continuum Model and Its Calibration with an Improved Monkey Algorithm, Transportmetrica A, 13(6):519–543, 2017
@article{Zheng2017AnisotropicContinuum,
author = {Zheng, Liang and He, Zhengbing},
title = {An Anisotropic Continuum Model and Its Calibration with an Improved Monkey Algorithm},
journal = {Transportmetrica A: Transport Science},
year = {2017},
volume = {13},
number = {6},
pages = {519--543},
doi = {10.1080/23249935.2017.1299814}
}
-
Bingfeng Si, Zhengbing He*, Xiaobao Yang, Ziyou Gao, Data-Based Sorting Algorithm for Variable Message Sign Location: Case Study of Beijing, Transportation Research Record, 2645(1):86–93, 2017
@article{Si2017VariableMessageSigns,
author = {Si, Bingfeng and He, Zhengbing and Yang, Xiaobao and Gao, Ziyou},
title = {Data-Based Sorting Algorithm for Variable Message Sign Location: Case Study of Beijing},
journal = {Transportation Research Record},
year = {2017},
volume = {2645},
number = {1},
pages = {86--93},
doi = {10.3141/2645-10}
}
-
Zhihao Zhang, Yunpeng Wang, Peng Chen, Zhengbing He, Guizhen Yu, Probe Data-Driven Travel Time Forecasting for Urban Expressways by Matching Similar Spatiotemporal Traffic Patterns, Transportation Research Part C, 85:476–493, 2017
@article{Zhang2017TravelTimeForecasting,
author = {Zhang, Zhihao and Wang, Yunpeng and Chen, Peng and He, Zhengbing and Yu, Guizhen},
title = {Probe Data-Driven Travel Time Forecasting for Urban Expressways by Matching Similar Spatiotemporal Traffic Patterns},
journal = {Transportation Research Part C: Emerging Technologies},
year = {2017},
volume = {85},
pages = {476--493},
doi = {10.1016/j.trc.2017.10.010}
}
-
Ailing Huang, Guangzhi Zang, Zhengbing He*, Wei Guan, Comparative Empirical Analysis of Flow-Weighted Transit Route Networks in R-Space and Evolution Modeling, International Journal of Modern Physics B, 31(12):1750087, 2017
@article{Huang2017TransitNetworks,
author = {Huang, Ailing and Zang, Guangzhi and He, Zhengbing and Guan, Wei},
title = {Comparative Empirical Analysis of Flow-Weighted Transit Route Networks in R-Space and Evolution Modeling},
journal = {International Journal of Modern Physics B},
year = {2017},
volume = {31},
number = {12},
pages = {1750087},
doi = {10.1142/S0217979217500874}
}
-
Xiaolei Ma, Zhuang Dai, Zhengbing He, Jihui Ma, Yong Wang, Yunpeng Wang, Learning Traffic as Images: A Deep Convolutional Neural Network for Large-Scale Transportation Network Speed Prediction, Sensors, 17(4):818, 2017
@article{Ma2017LearningTrafficImages,
author = {Ma, Xiaolei and Dai, Zhuang and He, Zhengbing and Ma, Jihui and Wang, Yong and Wang, Yunpeng},
title = {Learning Traffic as Images: A Deep Convolutional Neural Network for Large-Scale Transportation Network Speed Prediction},
journal = {Sensors},
year = {2017},
volume = {17},
number = {4},
pages = {818},
doi = {10.3390/s17040818}
}
-
Wenyi Zhang, Zhengbing He*, Wei Guan, Rui Ma, Selfish Routing Equilibrium in Stochastic Traffic Network: A Probability-Dominant Description, PLOS ONE, 12(8):e0183135, 2017
@article{Zhang2017SelfishRouting,
author = {Zhang, Wenyi and He, Zhengbing and Guan, Wei and Ma, Rui},
title = {Selfish Routing Equilibrium in Stochastic Traffic Network: A Probability-Dominant Description},
journal = {PLOS ONE},
year = {2017},
volume = {12},
number = {8},
pages = {e0183135},
doi = {10.1371/journal.pone.0183135}
}
-
Sai Shao, Wei Guan, Bin Ran, Zhengbing He, Jun Bi, Electric Vehicle Routing Problem with Charging Time and Variable Travel Time, Mathematical Problems in Engineering, 2017:5098183, 2017
@article{Shao2017ElectricVehicleRouting,
author = {Shao, Sai and Guan, Wei and Ran, Bin and He, Zhengbing and Bi, Jun},
title = {Electric Vehicle Routing Problem with Charging Time and Variable Travel Time},
journal = {Mathematical Problems in Engineering},
year = {2017},
volume = {2017},
pages = {5098183},
doi = {10.1155/2017/5098183}
}
