Zhengbing He

59 papers Journal 56Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
CoT-Drive: Efficient Motion Forecasting for Autonomous Driving With LLMs and Chain-of-Thought Prompting.
IEEE Trans. Artif. Intell.
Haicheng Liao, Hanlin Kong, Bonan Wang, Chengyue Wang, Kanye Ye Wang, Zhengbing He, Chengzhong Xu, Zhenning Li
2026 J jnl
Probability-Aware Parking Selection.
CoRR
Cameron Hickert, Sirui Li, Zhengbing He, Cathy Wu
2026 J jnl
Probability-Aware Parking Selection.
IEEE Trans. Intell. Transp. Syst.
Cameron Hickert, Sirui Li, Zhengbing He, Cathy Wu
2026 J jnl
Refining time-space traffic diagrams: A neighborhood-adaptive linear regression method.
CoRR
Zhihong Yao, Yi Yu, Yunxia Wu, Hao Li, Yangsheng Jiang, Zhengbing He
2026 J jnl
Transforming Policy-Car Swerving for Mitigating Stop-and-Go Traffic Waves: A Practice-Oriented Jam-Absorption Driving Strategy.
CoRR
Zhengbing He
2025 J jnl
A Review of Traffic Wave Suppression Strategies: Variable Speed Limit vs. Jam-Absorption Driving.
CoRR
Zhengbing He, Jorge Laval, Yu Han, Ryosuke Nishi, Cathy Wu
2025 J jnl
A Survey on Data-Driven Modeling of Human Drivers' Lane-Changing Decisions.
CoRR
Linxuan Huang, Dong-fan Xie, Li Li, Zhengbing He
2025 J jnl
Brain Driving: Personalizing Vehicle Speed With DR-EEG Decoding and Situational Embeddings.
IEEE Trans. Intell. Veh.
Peihao Li, Geqi Qi, Xuedong Yan, Shuo Zhao, Li Hu, Zhengbing He, Wei Guan
2025 J jnl
CoT-Drive: Efficient Motion Forecasting for Autonomous Driving with LLMs and Chain-of-Thought Prompting.
CoRR
Haicheng Liao, Hanlin Kong, Bonan Wang, Chengyue Wang, Wang Ye, Zhengbing He, Cheng-Zhong Xu, Zhenning Li
2025 J jnl
Estimating City-wide operating mode Distribution of Light-Duty Vehicles: A Neural Network-based Approach.
CoRR
Muhammad Usama, Haris N. Koutsopoulos, Zhengbing He, Lijiao Wang
2025 J jnl
Estimating link level traffic emissions: enhancing MOVES with open-source data.
CoRR
Lijiao Wang, Muhammad Usama, Haris N. Koutsopoulos, Zhengbing He
2025 J jnl
Identifying Users Transferring Between Transportation Modes: A Stable Matching Approach.
IEEE Trans. Intell. Transp. Syst.
Hongtai Yang, Zheng Liu, Dániel Kondor, Ke Han, Zhengbing He
2025 J jnl
Interaction-aware Lane-Changing Early Warning System in Congested Traffic.
CoRR
Yue Zhang, Xinzhi Zhong, Soyoung Ahn, Yajie Zou, Zhengbing He
2025 J jnl
MM-STFlowNet: A Transportation Hub-Oriented Multi-Mode Passenger Flow Prediction Method via Spatial-Temporal Dynamic Graph Modeling.
CoRR
Ronghui Zhang, Wenbin Xing, Mengran Li, Zihan Wang, Junzhou Chen, Xiaolei Ma, Zhiyuan Liu, Zhengbing He
2025 J jnl
MM-STFlowNet: A Transportation Hub-Oriented Multi-Mode Passenger Flow Prediction Method via Spatial-Temporal Dynamic Graph Modeling.
IEEE Trans. Intell. Transp. Syst.
Ronghui Zhang, Wenbin Xing, Mengran Li, Zihan Wang, Junzhou Chen, Xiaolei Ma, Zhiyuan Liu, Zhengbing He
2025 J jnl
NeuralMOVES: A lightweight and microscopic vehicle emission estimation model based on reverse engineering and surrogate learning.
CoRR
Edgar Ramirez Sanchez, Catherine Tang, Yaosheng Xu, Nrithya Renganathan, Vindula Jayawardana, Zhengbing He, Cathy Wu
2025 J jnl
ROAR: Robust Accident Recognition and Anticipation for Autonomous Driving.
CoRR
Xingcheng Liu, Yanchen Guan, Haicheng Liao, Zhengbing He, Zhenning Li
2025 J jnl
When Context Is Not Enough: Modeling Unexplained Variability in Car-Following Behavior.
CoRR
Chengyuan Zhang, Zhengbing He, Cathy Wu, Lijun Sun
2024 J jnl
A Prediction-Based Forward-Looking Vehicle Dispatching Strategy for Dynamic Ride-Pooling.
IEEE Trans. Intell. Transp. Syst.
Chen Yang, Xiaolei Wang, Yuzhen Feng, Luohan Hu, Xing Yang, Zhengbing He
2024 J jnl
A prediction-based forward-looking vehicle dispatching strategy for dynamic ride-pooling.
CoRR
Xiaolei Wang, Chen Yang, Yuzhen Feng, Luohan Hu, Zhengbing He
2024 J jnl
AI-Driven Day-to-Day Route Choice.
CoRR
Leizhen Wang, Peibo Duan, Zhengbing He, Cheng Lyu, Xin Chen, Nan Zheng, Li Yao, Zhenliang Ma
2024 J jnl
On the precise quantification of the impact of a single discretionary lane change on surrounding traffic.
CoRR
Kangning Hou, Jia Zou, Fangfang Zheng, Xiaobo Liu, Zhengbing He
2024 J jnl
Refining Time-Space Traffic Diagrams: A Simple Multiple Linear Regression Model.
IEEE Trans. Intell. Transp. Syst.
Zhengbing He
2024 J jnl
Semantic understanding and prompt engineering for large-scale traffic data imputation.
Inf. Fusion
Kunpeng Zhang, Feng Zhou, Lan Wu, Na Xie, Zhengbing He
2024 J jnl
Spatiotemporal Fusion Transformer for large-scale traffic forecasting.
Inf. Fusion
Zhenghong Wang, Yi Wang, Furong Jia, Fan Zhang, Nikita Klimenko, Leye Wang, Zhengbing He, Zhou Huang, Yu Liu
2024 J jnl
Time-dependent trip generation for bike sharing planning: A multi-task memory-augmented graph neural network.
Inf. Fusion
Yuebing Liang, Zhan Zhao, Fangyi Ding, Yihong Tang, Zhengbing He
2024 J jnl
Will Large Language Models be a Panacea to Autonomous Driving?
CoRR
Yuxuan Zhu, Shiyi Wang, Wenqing Zhong, Nianchen Shen, Yunqi Li, Siqi Wang, Zhiheng Li, Cathy Wu, Zhengbing He, Li Li
2023 J jnl
ChatGPT as Your Vehicle Co-Pilot: An Initial Attempt.
IEEE Trans. Intell. Veh.
Shiyi Wang, Yuxuan Zhu, Zhiheng Li, Yutong Wang, Li Li, Zhengbing He
2023 J jnl
Is All-Direction Turn Lane a Good Choice for Autonomous Intersections? A Study of Method Development and Comparisons.
IEEE Trans. Veh. Technol.
Haoran Jiang, Zhihong Yao, Yangsheng Jiang, Zhengbing He
2023 J jnl
Large-Scale Traffic Data Imputation with Spatiotemporal Semantic Understanding.
CoRR
Kunpeng Zhang, Lan Wu, Liang Zheng, Na Xie, Zhengbing He
2023 J jnl
On the Impact of Prior Experiences in Car-Following Models: Model Development, Computational Efficiency, Comparative Analyses, and Extensive Applications.
IEEE Trans. Cybern.
Yang Yu, Zhengbing He, Xiaobo Qu
2023 J jnl
The Impact of a Single Discretionary Lane Change on Surrounding Traffic: An Analytic Investigation.
IEEE Trans. Intell. Transp. Syst.
Jia He, Jie Qu, Jian Zhang, Zhengbing He
2022 J jnl
A robust approach to integrated wireless charging infrastructure design and bus fleet size optimization.
Comput. Ind. Eng.
Zijian Bai, Lei Yang, Chenyi Fu, Zhaocai Liu, Zhengbing He, Ning Zhu
2022 — conf
Analysis of Vehicle Driving Styles at Freeway Merging Areas Using Trajectory Data.
ITSC
Shuai Wen, Xin Gu Shahd Omar, Xi Jin, Zhengbing He
2022 J jnl
Mining crowdsourced trajectory and geo-tagged data for spatial-semantic road map construction.
Trans. GIS
Jincai Huang, Yunfei Zhang, Min Deng, Zhengbing He
2022 J jnl
Refining time-space traffic diagrams: A multiple linear regression model.
CoRR
Zhengbing He
2022 J jnl
Road Intersection Optimization Considering Spatial-Temporal Interactions Among Turning Movement Spillovers.
IEEE Trans. Intell. Transp. Syst.
Hongsheng Qi, Zhengbing He
2022 J jnl
Trajectory Prediction for Autonomous Driving Using Spatial-Temporal Graph Attention Transformer.
IEEE Trans. Intell. Transp. Syst.
Kunpeng Zhang, Xiaoliang Feng, Lan Wu, Zhengbing He
2021 J jnl
A generative adversarial network for travel times imputation using trajectory data.
Comput. Aided Civ. Infrastructure Eng.
Kunpeng Zhang, Zhengbing He, Liang Zheng, Liang Zhao, Lan Wu
2021 J jnl
Digital Twin Empowered Mobile Edge Computing for Intelligent Vehicular Lane-Changing.
IEEE Netw.
Bo Fan, Yuan Wu, Zhengbing He, Yanyan Chen, Tony Q. S. Quek, Cheng-Zhong Xu
2021 J jnl
Estimation of lane-level travel time distributions under a connected environment.
J. Intell. Transp. Syst.
Lili Lu, Zhengbing He, Jian Wang, Jufeng Chen, Wei Wang
2020 J jnl
Deep Learning Empowered Traffic Offloading in Intelligent Software Defined Cellular V2X Networks.
IEEE Trans. Veh. Technol.
Bo Fan, Zhengbing He, Yuan Wu, Jia He, Yanyan Chen, Li Jiang
2020 J jnl
Energy-Efficient Resource Allocation for Dynamic Priority-Based Vehicular Mobile-Health Communications.
IEEE Syst. J.
Bo Fan, Zhengbing He, Hui Tian, Dewen Kong, Yanyan Chen
2020 J jnl
Estimating Carbon Dioxide Emissions of Freeway Traffic: A Spatiotemporal Cell-Based Model.
IEEE Trans. Intell. Transp. Syst.
Zhengbing He, Wenyi Zhang, Ning Jia
2019 J jnl
A Cohesion-Based Heuristic Feature Selection for Short-Term Traffic Forecasting.
IEEE Access
Lishan Liu, Ning Jia, Lei Lin, Zhengbing He
2019 J jnl
Adaptive kernel fuzzy C-Means clustering algorithm based on cluster structure.
J. Intell. Fuzzy Syst.
Geqi Qi, Wei Guan, Zhengbing He, Ailing Huang
2019 J jnl
Heterogeneous Traffic Mixing Regular and Connected Vehicles: Modeling and Stabilization.
IEEE Trans. Intell. Transp. Syst.
Dong-fan Xie, Xiaomei Zhao, Zhengbing He
2019 J jnl
Vehicle sensor data-based transportation research: Modeling, analysis, and management.
J. Intell. Transp. Syst.
Zhengbing He, Jia Hu, Byungkyu Brian Park, Michael W. Levin
2018 J jnl
An N-Path Logit-Based Stochastic User Equilibrium Model.
IEEE Access
Jianmei Liu, Zhengbing He, Shuaiqi Ma
2018 J jnl
Erasing Lane Changes From Roads: A Design of Future Road Intersections.
IEEE Trans. Intell. Veh.
Zhengbing He, Liang Zheng, Lili Lu, Wei Guan
2017 J jnl
A Jam-Absorption Driving Strategy for Mitigating Traffic Oscillations.
IEEE Trans. Intell. Transp. Syst.
Zhengbing He, Liang Zheng, Liying Song, Ning Zhu
2017 J jnl
Learning Traffic as Images: A Deep Convolution Neural Network for Large-scale Transportation Network Speed Prediction.
CoRR
Xiaolei Ma, Zhuang Dai, Zhengbing He, Yunpeng Wang
2017 J jnl
Learning Traffic as Images: A Deep Convolutional Neural Network for Large-Scale Transportation Network Speed Prediction.
Sensors
Xiaolei Ma, Zhuang Dai, Zhengbing He, Jihui Ma, Yong Wang, Yunpeng Wang
2017 J jnl
Mapping to Cells: A Simple Method to Extract Traffic Dynamics from Probe Vehicle Data.
Comput. Aided Civ. Infrastructure Eng.
Zhengbing He, Liang Zheng, Peng Chen, Wei Guan
2017 J jnl
Predicting Station-level Hourly Demands in a Large-scale Bike-sharing Network: A Graph Convolutional Neural Network Approach.
CoRR
Lei Lin, Zhengbing He, Srinivas Peeta, Xuejin Wen
2016 J jnl
A self-regulation traffic-condition-based route guidance strategy with realistic considerations: Overlapping routes, stochastic traffic, and signalized intersections.
J. Intell. Transp. Syst.
Zhengbing He, Liang Zheng, Wei Guan, Baohua Mao
2015 — conf
A Discrete-Flow Form of the Point-Queue Model.
ITSC
Zhengbing He, Ailing Huang, Dongfang Ma, Ning Zhu
2014 J jnl
Mobile Traffic Sensor Routing in Dynamic Transportation Systems.
IEEE Trans. Intell. Transp. Syst.
Ning Zhu, Yang Liu, Shoufeng Ma, Zhengbing He
2012 — conf
Approximating the Minimum Distribution of Two Normally Distributed Variables Each with the Same Mean and Variance.
CSO
Zhengbing He, Ailing Huang