A New Class of Instantaneous Dynamic User-Optimal Traffic Assignment Models. - Bin Ran; David E. Boyce; Larry J. LeBlanc (Oper. Res., 1993)

Solving an Instantaneous Dynamic User-Optimal Route Choice Model. - David E. Boyce; Bin Ran; Larry J. LeBlanc (Transp. Sci., 1995)

Vision-based object detection and recognition system for intelligent vehicles. - Bin Ran; Henry X. Liu; Wilfung Martono (Mobile Robots / Intelligent Transportation Systems, 1998)

Using traffic prediction models for providing predictive traveller information. - Bin Ran (Int. J. Technol. Manag., 2000)

Planning Models for Wide-Area Communication Network Design with Response-Time-Dependent Offered Traffic. - Larry J. LeBlanc; Sridhar Narasimhan; Bin Ran (Inf. Technol. Manag., 2002)

Particle filter based traffic state estimation using cell phone network data. - Peng Cheng; Zhijun Qiu; Bin Ran (ITSC, 2006)

Intelligent Route-Based Speed Estimation Using Timing Advance. - Jing Jin; Zhijun Qiu; Bin Ran (ITSC, 2006)

Bidirectional roadway detection for traffic surveillance using online CCTV videos. - Woochul Lee; Bin Ran (ITSC, 2006)

A general MPCC model and its solution algorithm for continuous network design problem. - Xuegang (Jeff) Ban; Henry X. Liu; Michael C. Ferris; Bin Ran (Math. Comput. Model., 2006)

Dynamic network flow modeling based on cell probe data. - Shen Dong; Xiao Qin 001; Yi Zhang; Qixin Shi; Bin Ran (Intelligent Vehicles Symposium, 2010)

A Hybrid Tree Approach to Modeling Alternate Route Choice Behavior With Online Information. - Chanyoung Lee; Bin Ran; Fan Yang; Wei-Yin Loh (J. Intell. Transp. Syst., 2010)

Crash Severity Evaluation for Unsignalized Intersection Using Conflict Data. - Rui Li; Wenquan Li; Linheng Li; Changjiang Zheng; Bin Ran; Yang Cheng (Int. J. Comput. Intell. Syst., 2011)

Large-Scale Freeway Network Traffic Monitoring: A Map-Matching Algorithm Based on Low-Logging Frequency GPS Probe Data. - Wei Wang 044; Jing Jin; Bin Ran; Xiu-cheng Guo (J. Intell. Transp. Syst., 2011)

Automatic traffic incident detection based on nFOIL. - Jian Lu; Shuyan Chen; Wei Wang 044; Bin Ran (Expert Syst. Appl., 2012)

An Exploratory Shockwave Approach to Estimating Queue Length Using Probe Trajectories. - Yang Cheng; Xiao Qin 001; Jing Jin; Bin Ran (J. Intell. Transp. Syst., 2012)

Perspectives on Future Transportation Research: Impact of Intelligent Transportation System Technologies on Next-Generation Transportation Modeling. - Bin Ran; Peter Jing Jin; David E. Boyce; Tony Z. Qiu; Yang Cheng 004 (J. Intell. Transp. Syst., 2012)

Real-time detection algorithm for moving vehicles in dynamic traffic environment. - Jinhui Lan; Min Guo; Xiaojie Liu; Xinrong Sun; Tuerniyazi Aibibu; Bin Ran (EIT, 2013)

Discriminance of activation time for bus dispatching under the environment of Intelligent Vehicle-Infrastructure Cooperation. - Jian Zhang 011; Xiangfeng Ji; Tingting Yin; Mengtian Li; Bin Ran (ITSC, 2014)

Tensor completion via a multi-linear low-n-rank factorization model. - Huachun Tan; Bin Cheng; Wuhong Wang; Yu-Jin Zhang; Bin Ran (Neurocomputing, 2014)

Reducing the Error Accumulation in Car-Following Models Calibrated With Vehicle Trajectory Data. - Peter Jing Jin; Da Yang 004; Bin Ran (IEEE Trans. Intell. Transp. Syst., 2014)

Traffic Speed Data Imputation Method Based on Tensor Completion. - Bin Ran; Huachun Tan; Jianshuai Feng; Ying Liu; Wuhong Wang (Comput. Intell. Neurosci., 2015)

Feature selection with redundancy-complementariness dispersion. - Zhijun Chen; Chaozhong Wu; Yishi Zhang; Zhen Huang; Bin Ran; Ming Zhong 004; Nengchao Lyu (Knowl. Based Syst., 2015)

A Novel Abandoned Object Detection System Based on Three-Dimensional Image Information. - Yiliang Zeng; Jinhui Lan; Bin Ran; Jing Gao; Jinlin Zou (Sensors, 2015)

Modeling of decision-making behavior for discretionary lane-changing execution. - Jianqiang Nie; Jian Zhang 011; Xia Wan; Wanting Ding; Bin Ran (ITSC, 2016)

Decentralized Cooperative Lane-Changing Decision-Making for Connected Autonomous Vehicles. - Jianqiang Nie; Jian Zhang 011; Wanting Ding; Xia Wan; Xiaoxuan Chen; Bin Ran (IEEE Access, 2016)

A new threat degree analysis method of abandoned objects based on dynamic multifeature fusion in urban traffic. - Jinhui Lan; Dongyang Yu 004; Bin Ran; Yaoliang Jiang; Zhaohui Zhang (J. Intell. Transp. Syst., 2016)

Estimating Missing Traffic Volume Using Low Multilinear Rank Tensor Completion. - Bin Ran; Huachun Tan; Jianshuai Feng; Wuhong Wang; Yang Cheng 004; Peter Jing Jin (J. Intell. Transp. Syst., 2016)

Multimode trip information detection using personal trajectory data. - Fei Yang; Zhenxing Yao; Yang Cheng; Bin Ran; Da Yang 004 (J. Intell. Transp. Syst., 2016)

Freeway Multisensor Data Fusion Approach Integrating Data from Cellphone Probes and Fixed Sensors. - Shanglu He; Jian Zhang 011; Yang Cheng 004; Xia Wan; Bin Ran (J. Sensors, 2016)

Sensor Location Problem Optimization for Traffic Network with Different Spatial Distributions of Traffic Information. - Xu Bao; Haijian Li; Lingqiao Qin; Dongwei Xu; Bin Ran; Jian Rong (Sensors, 2016)

Traffic Vehicle Counting in Jam Flow Conditions Using Low-Cost and Energy-Efficient Wireless Magnetic Sensors. - Xu Bao; Haijian Li; Dongwei Xu; Limin Jia 002; Bin Ran; Jian Rong (Sensors, 2016)

Hazardous Traffic Event Detection Using Markov Blanket and Sequential Minimal Optimization (MB-SMO). - Lixin Yan; Yishi Zhang; Yi He 013; Song Gao; Dunyao Zhu; Bin Ran; Qing Wu 003 (Sensors, 2016)

Short-Term Traffic Prediction Based on Dynamic Tensor Completion. - Huachun Tan; Yuankai Wu; Bin Shen 002; Peter Jing Jin; Bin Ran (IEEE Trans. Intell. Transp. Syst., 2016)

Modeling and Analysis of the Lane-Changing Execution in Longitudinal Direction. - Da Yang 004; Liling Zhu; Bin Ran; Yun Pu; Pan Hui 001 (IEEE Trans. Intell. Transp. Syst., 2016)

Efficient Real-Time Train Operation Algorithms With Uncertain Passenger Demands. - Jiateng Yin; Dewang Chen; Lixing Yang; Tao Tang 004; Bin Ran (IEEE Trans. Intell. Transp. Syst., 2016)

Multiple imputation for incomplete traffic accident data using chained equations. - Linchao Li; Jian Zhang 011; Yonggang Wang; Bin Ran (ITSC, 2017)

Autonomous Vehicle-Intersection Coordination Method in a Connected Vehicle Environment. - Peiqun Lin; Jiahui Liu; Peter Jing Jin; Bin Ran (IEEE Intell. Transp. Syst. Mag., 2017)

Dangerous driving behavior detection using video-extracted vehicle trajectory histograms. - Zhijun Chen; Chaozhong Wu; Zhen Huang; Nengchao Lyu; Zhaozheng Hu; Ming Zhong 004; Yang Cheng; Bin Ran (J. Intell. Transp. Syst., 2017)

Subjective-utility travel time budget modeling in the stochastic traffic network assignment. - Xiangfeng Ji; Xuegang (Jeff) Ban; Jian Zhang 011; Bin Ran (J. Intell. Transp. Syst., 2017)

Safety evaluation for driving behaviors under bidirectional looking context. - Liang Zheng 003; Bin Ran; Helai Huang (J. Intell. Transp. Syst., 2017)

Vehicle Behavior Learning via Sparse Reconstruction with ℓ2-ℓp Minimization and Trajectory Similarity. - Zhijun Chen; Chaozhong Wu; Yishi Zhang; Zhen Huang; Junfeng Jiang; Nengchao Lyu; Bin Ran (IEEE Trans. Intell. Transp. Syst., 2017)

Characterizing Passenger Flow for a Transportation Hub Based on Mobile Phone Data. - Gang Zhong; Xia Wan; Jian Zhang 011; Tingting Yin; Bin Ran (IEEE Trans. Intell. Transp. Syst., 2017)

Travel time prediction for highway network based on the ensemble empirical mode decomposition and random vector functional link network. - Linchao Li; Xu Qu; Jian Zhang 011; Hanchu Li; Bin Ran (Appl. Soft Comput., 2018)

Differential Variable Speed Limits Control for Freeway Recurrent Bottlenecks via Deep Reinforcement learning. - Yuankai Wu; Huachun Tan; Bin Ran (CoRR, 2018)

A Novel Approach to Estimate Freeway Traffic State: Parallel Computing and Improved Kalman Filter. - Chong Wang 007; Bin Ran; Han Yang; Jian Zhang 011; Xu Qu (IEEE Intell. Transp. Syst. Mag., 2018)

Methods for Multi-Type Sensor Allocations Along a Freeway Corridor. - Fengping Zhan; Xia Wan; Yang Cheng; Bin Ran (IEEE Intell. Transp. Syst. Mag., 2018)

A Progressive Extended Kalman Filter Method for Freeway Traffic State Estimation Integrating Multisource Data. - Yingshun Liu; Shanglu He; Bin Ran; Yang Cheng 004 (Wirel. Commun. Mob. Comput., 2018)

Measuring Spatial Distribution of Tourist Flows Based on Cellular Signalling Data: A Case Study of Shangha. - Chen Qian; Weifeng Li; Dongyuan Yang; Bin Ran; Feng Li (ITSC, 2019)

Rear-End Crash Risk of CACC-Manual Driven Mixed Flow Considering the Degeneration of CACC Systems. - Yan-Yan Qin; Zhao-Yi He; Bin Ran (IEEE Access, 2019)

A New Solution for Freeway Congestion: Cooperative Speed Limit Control Using Distributed Reinforcement Learning. - Chong Wang 007; Jian Zhang 011; Linghui Xu; Linchao Li; Bin Ran (IEEE Access, 2019)

Effects of the Driver's Disturbance Risk Preference Heterogeneity and its System Thresholds on Traffic Flow Instability. - You-Zhi Zeng; Bin Ran; Ning Zhang; Xiaobao Yang (IEEE Access, 2019)

An Eco-Driving Signal Control Model for Divisible Electric Platoons in Cooperative Vehicle-Infrastructure Systems. - Jian Zhang 011; Shuyang Dong; Zhibin Li 003; Bin Ran; Rui Li; Han Wang 024 (IEEE Access, 2019)

Junction Conditions for Hamilton-Jacobi Equations for Solving Real-Time Traffic Flow Problems. - Linfeng Zhang; Hongfei Jia; Nicolas Forcadel; Bin Ran (IEEE Access, 2019)

Network-wide signal timing stochastic simulation optimization with environmental concerns. - Liang Zheng 003; Chengcheng Xu; Peter Jing Jin; Bin Ran (Appl. Soft Comput., 2019)

ES-CTC: A Deep Neuroevolution Model for Cooperative Intelligent Freeway Traffic Control. - Yuankai Wu; Huachun Tan; Zhuxi Jiang; Bin Ran (CoRR, 2019)

Understanding Individualization Driving States via Latent Dirichlet Allocation Model. - Zhijun Chen; Yishi Zhang; Chaozhong Wu; Bin Ran (IEEE Intell. Transp. Syst. Mag., 2019)

Traffic speed prediction for intelligent transportation system based on a deep feature fusion model. - Linchao Li; Xu Qu; Jian Zhang 011; Yonggang Wang; Bin Ran (J. Intell. Transp. Syst., 2019)

Freeway traffic state estimation: A Lagrangian-space Kalman filter approach. - Han Yang; Peter Jing Jin; Bin Ran; Dongyuan Yang; Zhengyu Duan; Linghui He (J. Intell. Transp. Syst., 2019)

Day-ahead traffic flow forecasting based on a deep belief network optimized by the multi-objective particle swarm algorithm. - Linchao Li; Lingqiao Qin; Xu Qu; Jian Zhang 011; Yonggang Wang; Bin Ran (Knowl. Based Syst., 2019)

Missing Value Imputation for Traffic-Related Time Series Data Based on a Multi-View Learning Method. - Linchao Li; Jian Zhang 011; Yonggang Wang; Bin Ran (IEEE Trans. Intell. Transp. Syst., 2019)

A Novel Car-Following Control Model Combining Machine Learning and Kinematics Models for Automated Vehicles. - Da Yang 004; Liling Zhu; Yalong Liu; Danhong Wu; Bin Ran (IEEE Trans. Intell. Transp. Syst., 2019)

Deep Learning Based Vehicle Position Estimation for Human Drive Vehicle at Connected Freeway. - Pei-Pei Mao; Xinkai Ji; Xu Qu; Ziwei Yi; Bin Ran (ITSC, 2020)

An Accuracy and Real-Time Commercial Localization System in LTE Networks. - Wei Fang; Bin Ran (IEEE Access, 2020)

Superhighway Virtual Track System Based on Intelligent Road Buttons. - Yong-Ming He; Yu-Long Pei; Bin Ran; Jia Kang; Yu-Ting Song (IEEE Access, 2020)

Intersection Congestion Analysis Based on Cellular Activity Data. - Shen Li 001; Guofa Li; Yang Cheng 004; Bin Ran (IEEE Access, 2020)

A Hybrid Model for Lane-Level Traffic Flow Forecasting Based on Complete Ensemble Empirical Mode Decomposition and Extreme Gradient Boosting. - Wenqi Lu 003; Yikang Rui; Ziwei Yi; Bin Ran; Yuanli Gu (IEEE Access, 2020)

Coupled application of deep learning model and quantile regression for travel time and its interval estimation using data in different dimensions. - Linchao Li; Bin Ran; Jiasong Zhu; Bowen Du 001 (Appl. Soft Comput., 2020)

Partially Connected Automated Vehicle Cooperative Control Strategy with a Deep Reinforcement Learning Approach. - Haotian Shi; Yang Zhou 019; Keshu Wu; Xin Wang 161; Yangxin Lin; Bin Ran (CoRR, 2020)

A deep fusion model based on restricted Boltzmann machines for traffic accident duration prediction. - Linchao Li; Xi Sheng; Bowen Du 001; Yonggang Wang; Bin Ran (Eng. Appl. Artif. Intell., 2020)

Recognition of driver emergency braking behaviour based on support vector machine optimised by memetic algorithm. - Shenpei Zhou; Bingchen Qiao; Haoran Li; Bin Ran (Int. J. Bio Inspired Comput., 2020)

Cooperative Lane Changing Strategies to Improve Traffic Operation and Safety Nearby Freeway Off-Ramps in a Connected and Automated Vehicles Environment. - Yuan Zheng 005; Bin Ran; Xu Qu; Jian Zhang 011; Yi Lin (IEEE Trans. Intell. Transp. Syst., 2020)

A Prioritized Trajectory Planning Algorithm for Connected and Automated Vehicle Mandatory Lane Changes. - Nachuan Li; Austen Z. Fan; Riley Fischer; Wissam Kontar; Bin Ran (ITSC, 2021)

An Accurate and Real-Time Commercial Indoor Localization System in LTE Networks. - Wei Fang; Changjun Xie; Bin Ran (IEEE Access, 2021)

A Macroscopic Model of Heterogeneous Traffic Flow Based on the Safety Potential Field Theory. - Linheng Li; Xinkai Ji; Jing Gan; Xu Qu; Bin Ran (IEEE Access, 2021)

Connected and Automated Vehicle Distributed Control for On-ramp Merging Scenario: A Virtual Rotation Approach. - Tianyi Chen; Meng Wang 003; Siyuan Gong; Yang Zhou; Bin Ran (CoRR, 2021)

Study of braking strategy considering comfort. - Shenpei Zhou; Haoran Li; Qingyong Zhang; Meng Gao; Bin Ran (Int. J. Autom. Control., 2021)

A Reservation-Based Coordinated Transit Signal Priority Method for Bus Rapid Transit System With Connected Vehicle Technologies. - Jiahui Liu; Peiqun Lin; Bin Ran (IEEE Intell. Transp. Syst. Mag., 2021)

Traffic signal coordination control optimization considering vehicle emissions on urban arterial road. - Shenpei Zhou; Haoran Li; Qingyong Zhang; Meng Gao; Bin Ran (J. Comput. Methods Sci. Eng., 2021)

Impacts of cooperative adaptive cruise control platoons on emissions under traffic oscillation. - Yanyan Qin; Hao Wang 059; Bin Ran (J. Intell. Transp. Syst., 2021)

Map matching for travel route identification based on Earth Mover's Distance algorithm using wireless cell trajectory data. - Zhenxing Yao; Yanchen Wang; Fei Yang; Yang Cheng; Bin Ran (J. Intell. Transp. Syst., 2021)

Controlling the Connected Vehicle with Bi-Directional Information: Improved Car-Following Models and Stability Analysis. - Ziwei Yi; Wenqi Lu 003; Xu Qu; Linheng Li; Pei-Pei Mao; Bin Ran (Sensors, 2021)

Time-Dependent Urban Customized Bus Routing With Path Flexibility. - Rongge Guo; Wenyi Zhang; Wei Guan; Bin Ran (IEEE Trans. Intell. Transp. Syst., 2021)

A Large-Scale Wireless Cell Long-Term Daily-Granularity Forecasting Method. - Wei Fang; Yun Chen; Ning Pan; Bin Ran (IEEE Access, 2022)

A distributed deep reinforcement learning-based integrated dynamic bus control system in a connected environment. - Haotian Shi; Qinghui Nie; Sicheng Fu; Xin Wang 161; Yang Zhou 019; Bin Ran (Comput. Aided Civ. Infrastructure Eng., 2022)

A deep reinforcement learning-based distributed connected automated vehicle control under communication failure. - Haotian Shi; Yang Zhou 019; Xin Wang 161; Sicheng Fu; Siyuan Gong; Bin Ran (Comput. Aided Civ. Infrastructure Eng., 2022)

A Driving Risk Surrogate and Its Application in Car-Following Scenario at Expressway. - Renfei Wu; Linheng Li; Haotian Shi; Yikang Rui; Dong Ngoduy; Bin Ran (CoRR, 2022)

Data Accuracy Oriented Method for Deploying Fixed and Mobile Traffic Sensors Along a Freeway. - Fengping Zhan; Bin Ran (IEEE Intell. Transp. Syst. Mag., 2022)

Bus Travel Time Prediction Based on Ensemble Learning Methods. - Gang Zhong; Tingting Yin; Linchao Li; Jian Zhang 011; Honghai Zhang; Bin Ran (IEEE Intell. Transp. Syst. Mag., 2022)

A method of vehicle-infrastructure cooperative perception based vehicle state information fusion using improved kalman filter. - Yanghui Mo; Peilin Zhang; Zhijun Chen; Bin Ran (Multim. Tools Appl., 2022)

A Feature-Based Approach to Large-Scale Freeway Congestion Detection Using Full Cellular Activity Data. - Shen Li 001; Yang Cheng 004; Peter Jing Jin; Fan Ding; Qing Li; Bin Ran (IEEE Trans. Intell. Transp. Syst., 2022)

Dynamic Driving Risk Potential Field Model Under the Connected and Automated Vehicles Environment and Its Application in Car-Following Modeling. - Linheng Li; Jing Gan; Xinkai Ji; Xu Qu; Bin Ran (IEEE Trans. Intell. Transp. Syst., 2022)

Cooperative Critical Turning Point-Based Decision-Making and Planning for CAVH Intersection Management System. - Shen Li 001; Keqi Shu; Yang Zhou 019; Dongpu Cao; Bin Ran (IEEE Trans. Intell. Transp. Syst., 2022)

Lane-Level Traffic Speed Forecasting: A Novel Mixed Deep Learning Model. - Wenqi Lu 003; Yikang Rui; Bin Ran (IEEE Trans. Intell. Transp. Syst., 2022)

A Variable Speed Limit Control Based on Variable Cell Transmission Model in the Connecting Traffic Environment. - Pei-Pei Mao; Xinkai Ji; Xu Qu; Linheng Li; Bin Ran (IEEE Trans. Intell. Transp. Syst., 2022)

Integrated Traffic Control for Freeway Recurrent Bottleneck Based on Deep Reinforcement Learning. - Chong Wang 007; Yang Xu 032; Jian Zhang 011; Bin Ran (IEEE Trans. Intell. Transp. Syst., 2022)

Integrated Schedule and Trajectory Optimization for Connected Automated Vehicles in a Conflict Zone. - Zhihong Yao; Haoran Jiang; Yang Cheng 004; Yangsheng Jiang; Bin Ran (IEEE Trans. Intell. Transp. Syst., 2022)

Infrastructure Allocation for Improving Sensing Accuracy and Connectivity Probability Based on Combination Strategy in Vehicular Networks. - Fengping Zhan; Peng Jing; Bin Ran (IEEE Trans. Intell. Transp. Syst., 2022)

Understanding and Modeling Urban Mobility Dynamics via Disentangled Representation Learning. - Hailong Zhang 018; Yuankai Wu; Huachun Tan; Hanxuan Dong; Fan Ding 003; Bin Ran (IEEE Trans. Intell. Transp. Syst., 2022)

A General DRL-Based Framework Using Mode-Selection Tangent Time Projection for Mixed On-Ramp Merging. - Linhui Ye; Zoutao Wen; Hailong Zhang; Bin Ran (ITSC, 2023)

Learning Car-Following Behaviors for a Connected Automated Vehicle System: An Improved Sequence-to-Sequence Deep Learning Model. - Wenqi Lu 003; Ziwei Yi; Bingjie Liang; Yikang Rui; Bin Ran (IEEE Access, 2023)

Graph-Based Interaction-Aware Multimodal 2D Vehicle Trajectory Prediction using Diffusion Graph Convolutional Networks. - Keshu Wu; Yang Zhou 019; Haotian Shi; Xiaopeng Li; Bin Ran (CoRR, 2023)

Optimizing Bus Travel: A Novel Approach to Feature Mining with P-KMEANS and P-LDA Algorithms. - Hongjie Liu; Haotian Shi; Sicheng Fu; Tengfei Yuan; Xinhuan Zhang; Hongzhe Xu; Bin Ran (CoRR, 2023)

A Physical Law Constrained Deep Learning Model for Vehicle Trajectory Prediction. - Hanchu Li; Ziyi Liao; Yikang Rui; Linchao Li; Bin Ran (IEEE Internet Things J., 2023)

Dynamic Trajectory-Based Traffic Dispersion Method for Intersection Traffic Accidents in an Intelligent and Connected Environment. - Xin Huang; Peiqun Lin; Chen Chen; Bin Ran; Manchun Tan (IEEE Intell. Transp. Syst. Mag., 2023)

Physics-informed deep reinforcement learning-based integrated two-dimensional car-following control strategy for connected automated vehicles. - Haotian Shi; Yang Zhou 019; Keshu Wu; Sikai Chen; Bin Ran; Qinghui Nie (Knowl. Based Syst., 2023)

Rolling-horizon-based strategy of fully cooperative traffic under signalized intersections. - Yifan Yao; Yang Zhou 019; Jingxin Xia; Xin Wang 161; Xiaotian Li; Bin Ran (Comput. Aided Civ. Infrastructure Eng., 2023)

A Two-Stage Optimization Method for Schedule and Trajectory of CAVs at an Isolated Autonomous Intersection. - Zhihong Yao; Haoran Jiang; Yangsheng Jiang; Bin Ran (IEEE Trans. Intell. Transp. Syst., 2023)

Modeling the Fundamental Diagram of Mixed Traffic Flow With Dedicated Lanes for Connected Automated Vehicles. - Zhihong Yao; Yunxia Wu; Yangsheng Jiang; Bin Ran (IEEE Trans. Intell. Transp. Syst., 2023)

Reservation-Based Cooperative Ecodriving Model for Mixed Autonomous and Manual Vehicles at Intersections. - Xin Huang; Peiqun Lin; Mingyang Pei; Bin Ran; Manchun Tan (IEEE Trans. Intell. Transp. Syst., 2023)

Truck Parking Usage Prediction with Decomposed Graph Neural Networks. - Rei Tamaru; Yang Cheng; Steven T. Parker; Ernie Perry; Bin Ran; Soyoung Ahn (CoRR, 2024)

Cooperative Route Guidance and Flow Control for Mixed Road Networks Comprising Expressway and Arterial Network. - Yunran Di; Haotian Shi; Weihua Zhang; Heng Ding; Xiaoyan Zheng; Bin Ran (CoRR, 2024)

The expressway network design problem for multiple urban subregions based on the macroscopic fundamental diagram. - Yunran Di; Weihua Zhang; Haotian Shi; Heng Ding; Jinbiao Huo; Bin Ran (CoRR, 2024)

Crossfusor: A Cross-Attention Transformer Enhanced Conditional Diffusion Model for Car-Following Trajectory Prediction. - Junwei You; Haotian Shi; Keshu Wu; Keke Long; Sicheng Fu; Sikai Chen; Bin Ran (CoRR, 2024)

V2X-VLM: End-to-End V2X Cooperative Autonomous Driving Through Large Vision-Language Models. - Junwei You; Haotian Shi; Zhuoyu Jiang; Zilin Huang; Rui Gan; Keshu Wu; Xi Cheng; Xiaopeng Li; Bin Ran (CoRR, 2024)

Analytical Optimized Traffic Flow Recovery for Large-scale Urban Transportation Network. - Sicheng Fu; Haotian Shi; Shixiao Liang; Xin Wang; Bin Ran (CoRR, 2024)

Hypergraph-based Motion Generation with Multi-modal Interaction Relational Reasoning. - Keshu Wu; Yang Zhou 019; Haotian Shi; Dominique Lord; Bin Ran; Xinyue Ye (CoRR, 2024)

Goal-based Neural Physics Vehicle Trajectory Prediction Model. - Rui Gan; Haotian Shi; Pei Li; Keshu Wu; Bocheng An; Linheng Li; Junyi Ma; Chengyuan Ma; Bin Ran (CoRR, 2024)

Enhancing Pedestrian Trajectory Prediction with Crowd Trip Information. - Rei Tamaru; Pei Li; Bin Ran (CoRR, 2024)

Real-World Data Inspired Interactive Connected Traffic Scenario Generation. - Junwei You; Pei Li; Yang Cheng 004; Keshu Wu; Rui Gan; Steven T. Parker; Bin Ran (CoRR, 2024)

FollowGen: A Scaled Noise Conditional Diffusion Model for Car-Following Trajectory Prediction. - Junwei You; Rui Gan; Weizhe Tang; Zilin Huang; Jiaxi Liu; Zhuoyu Jiang; Haotian Shi; Keshu Wu; Keke Long; Sicheng Fu; Sikai Chen; Bin Ran (CoRR, 2024)

Model cascading overload failure and dynamic vulnerability analysis of facility network of metro station. - Yi Shen; Huang Yang; Gang Ren; Bin Ran (Reliab. Eng. Syst. Saf., 2024)

Deploying Roadside Unit Efficiently in VANETs: A Multi-Objective Delay-Based Optimization Strategy Using Lagrangian Relaxation. - Bingjie Liang; Wenqi Lu 003; Bin Ran (IEEE Trans. Intell. Transp. Syst., 2024)

Graph-Based Interaction-Aware Multimodal 2D Vehicle Trajectory Prediction Using Diffusion Graph Convolutional Networks. - Keshu Wu; Yang Zhou 019; Haotian Shi; Xiaopeng Shaw Li; Bin Ran (IEEE Trans. Intell. Veh., 2024)

A Traffic Flow Data Restoration Method Based on an Auxiliary Discrimination Mechanism-Oriented GAN Model. - Can Wang; Yan Zhao; Linheng Li; Qiao Yang; Xu Qu; Bin Ran (IEEE Internet Things J., 2024)

Bayesian Spatio-Temporal Graph Convolutional Network for Railway Train Delay Prediction. - Jianmin Li; Xinyue Xu; Xin Ding; Jun Liu 061; Bin Ran (IEEE Trans. Intell. Transp. Syst., 2024)

A Deep Long Short-Term Memory Network Embedded Model Predictive Control Strategies for Car-Following Control of Connected Automated Vehicles in Mixed Traffic. - Yang Zhou 019; Zhen Zhang; Fan Ding 003; Soyoung Ahn; Keshu Wu; Bin Ran (IEEE Trans. Intell. Transp. Syst., 2024)

Optimizing Roadside Unit Deployment in VANETs: A Study on Consideration of Failure. - Bingjie Liang; Fujun Wang; Bin Ran (IEEE Trans. Intell. Transp. Syst., 2024)

Improving Traffic Operation of Bottleneck in a Connected and Automated Vehicles Environment: An Integrated Lane-Level Control Method. - Wenqi Lu 003; Ziwei Yi; Bingjie Liang; Yikang Rui; Bin Ran (IEEE Trans. Intell. Transp. Syst., 2024)

A Freeway Traffic Flow Prediction Model Based on a Generalized Dynamic Spatio-Temporal Graph Convolutional Network. - Rui Gan; Bocheng An; Linheng Li; Xu Qu; Bin Ran (IEEE Trans. Intell. Transp. Syst., 2024)

Optimizing the Deployment of Static and Mobile Roadside Units Using a Branch-and-Price Algorithm. - Bingjie Liang; Xinyue Xu; Wenqi Lu 003; Fujun Wang; Bin Ran (IEEE Trans. Intell. Transp. Syst., 2024)

Exploring Driving Behavior for Autonomous Vehicles Based on Gramian Angular Field Vision Transformer. - Junwei You; Ying Chen; Zhuoyu Jiang; Zhangchi Liu; Zilin Huang; Yifeng Ding; Bin Ran (IEEE Trans. Intell. Transp. Syst., 2024)

Linear Stability of Heterogeneous Traffic Flow Incorporating V2X Communication and Intraplatoon Spatial Distribution. - Jing Gan; Haozhan Ma; Linheng Li; Xu Qu; Bin Ran (IEEE Internet Things J., 2024)

A Novel Voronoi-Based Spatio-Temporal Graph Convolutional Network for Traffic Crash Prediction Considering Geographical Spatial Distributions. - Jing Gan; Qiao Yang; Dapeng Zhang; Linheng Li; Xu Qu; Bin Ran (IEEE Trans. Intell. Transp. Syst., 2024)

Optimal Lane Management Model for Mixed Traffic Flow With Connected Automated Vehicles on Freeways. - Zhihong Yao; Chengxin Fu; Yi Wang 140; Yunxia Wu; Yangsheng Jiang; Bin Ran (IEEE Trans. Veh. Technol., 2024)

A dual-layer path planning approach for ramp merging with integrated risk management. - Renfei Wu; Junfeng Jiang; Wenqi Lu 003; Yikang Rui; Dong Ngoduy; Bin Ran (Expert Syst. Appl., 2025)

Optimal on-demand bus operation with passenger split and time window flexibility under fare incentives. - Jie Xiong; Zhuxuan Cheng; Songpo Yang; Bin Ran (Expert Syst. Appl., 2025)

Bus travel feature inference with small samples based on multi-clustering topic model over Internet of Things. - Hongjie Liu; Haotian Shi; Tengfei Yuan; Sicheng Fu; Bin Ran (Future Gener. Comput. Syst., 2025)

Advances in vehicle re-identification techniques: A survey. - Xiaoying Yi; Qi Wang; Qi Liu; Yikang Rui; Bin Ran (Neurocomputing, 2025)

Vehicular Speed Prediction Method for Highway Scenarios Based on Spatiotemporal Graph Convolutional Networks and Potential Field Theory. - Linheng Li; Bocheng An; Dapeng Zhang; Rui Gan; Zhi Zhou; Xu Qu; Bin Ran (IEEE Internet Things J., 2025)

Identification of key nodes in urban bus-metro network: A NK-shell algorithm based neighborhood KS. - Yongming He; Yufeng Jin; Jian Cao; Shengchun Sui; Jiahe Wang; Bin Ran (Reliab. Eng. Syst. Saf., 2025)

A Cooperation Control for Multiple Urban Regions Traffic Flow Coupled With an Expressway Network. - Yunran Di; Weihua Zhang; Heng Ding; Haotian Shi; Junwei You; Hangyu Li; Bin Ran (IEEE Trans. Netw. Sci. Eng., 2025)

Estimating link flow through link speed with sparse flow data sampling. - Jiandong Qiu; Sicheng Fu; Jushang Ou; Kai Tang; Xinming Qu; Shixiao Liang; Xin Wang; Bin Ran (Comput. Aided Civ. Infrastructure Eng., 2025)

Generative adversarial network for car following trajectory generation and anomaly detection. - Haotian Shi; Shuoxuan Dong; Yuankai Wu; Qinghui Nie; Yang Zhou 019; Bin Ran (J. Intell. Transp. Syst., 2025)

V2X-LLM: Enhancing V2X Integration and Understanding in Connected Vehicle Corridors. - Keshu Wu; Pei Li; Yang Zhou 019; Rui Gan; Junwei You; Yang Cheng 004; Jingwen Zhu; Steven T. Parker; Bin Ran; David A. Noyce; Zhengzhong Tu (CoRR, 2025)

Planning Safety Trajectories with Dual-Phase, Physics-Informed, and Transportation Knowledge-Driven Large Language Models. - Rui Gan; Pei Li; Keke Long; Bocheng An; Junwei You; Keshu Wu; Bin Ran (CoRR, 2025)

V2X-REALM: Vision-Language Model-Based Robust End-to-End Cooperative Autonomous Driving with Adaptive Long-Tail Modeling. - Junwei You; Pei Li; Zhuoyu Jiang; Zilin Huang; Rui Gan; Haotian Shi; Bin Ran (CoRR, 2025)

Truck Parking Usage Prediction With Decomposed Graph Neural Networks. - Rei Tamaru; Yang Cheng 004; Steven T. Parker; Ernie Perry; Bin Ran; Soyoung Ahn (IEEE Trans. Intell. Transp. Syst., 2025)

Bidirectional Temporal Convolutional Graph Attention Networks for Key Node Identification in Traffic Monitoring. - Yan Zhao; Can Wang; Yikang Rui; Wenqi Lu 003; Linheng Li; Bin Ran; Zhijun Chen (IEEE Trans. Intell. Transp. Syst., 2025)

Enhancing Vehicle Platoons in Connected and Automated Environments With an Improved Spectral Clustering-Based Pinning Control Strategy. - Can Wang; Yan Zhao; Linheng Li; Xu Qu; Bin Ran (IEEE Trans. Veh. Technol., 2025)

Geo-ORBIT: A Federated Digital Twin Framework for Scene-Adaptive Lane Geometry Detection. - Rei Tamaru; Pei Li; Bin Ran (CoRR, 2025)

A Predictive Deep-Reinforcement-Learning-Based Connected Automated Vehicle Anticipatory Longitudinal Control in a Mixed Traffic Lane Change Condition. - Haotian Shi; Kunsong Shi; Keshu Wu; Wan Li; Yang Zhou 019; Bin Ran (IEEE Internet Things J., 2025)

Cooperative Eco-Driving for Mixed Platoons With Heterogeneous Energy at a Signalized Intersection Based on a Mixed Space-Time-State Network. - Guosheng Xiao; Yunxia Wu; Yangsheng Jiang; Bin Ran; Zhihong Yao (IEEE Trans. Veh. Technol., 2025)

A Digital Twin Framework for Physical-Virtual Integration in V2X-Enabled Connected Vehicle Corridors. - Keshu Wu; Pei Li; Yang Cheng 004; Steven T. Parker; Bin Ran; David A. Noyce; Xinyue Ye (IEEE Trans. Intell. Transp. Syst., 2025)

Adaptive Step-Length Model Predictive Control for Vehicle Virtual Track Keeping on Superhighways. - Yong-Ming He; Shengchun Sui; Shisheng Chen; Bin Ran; Yulong Pei; Jia Feng; Cong Quan (IEEE Trans. Intell. Transp. Syst., 2025)

Exploring metro reliability under synchronous cascading congestion induced by line perturbation. - Yi Shen; Gang Ren; Bin Ran (Reliab. Eng. Syst. Saf., 2026)