A Genetic Programming Model for Real-Time Crash Prediction on Freeways. - Chengcheng Xu 001; Wei Wang 044; Pan Liu 013 (IEEE Trans. Intell. Transp. Syst., 2013)

Development of a Control Strategy of Variable Speed Limits to Reduce Rear-End Collision Risks Near Freeway Recurrent Bottlenecks. - Zhibin Li 003; Pan Liu 013; Wei Wang 044; Chengcheng Xu 001 (IEEE Trans. Intell. Transp. Syst., 2014)

Optimal Mainline Variable Speed Limit Control to Improve Safety on Large-Scale Freeway Segments. - Zhibin Li 003; Pan Liu 013; Chengcheng Xu 001; Wei Wang 044 (Comput. Aided Civ. Infrastructure Eng., 2016)

Reinforcement Learning-Based Variable Speed Limit Control Strategy to Reduce Traffic Congestion at Freeway Recurrent Bottlenecks. - Zhibin Li 003; Pan Liu 013; Chengcheng Xu 001; Hui Duan; Wei Wang 044 (IEEE Trans. Intell. Transp. Syst., 2017)

Development of analytical procedure for selection of control measures to reduce congestions at various freeway bottlenecks. - Zhibin Li 003; Pan Liu 013; Chengcheng Xu 001; Wei Wang 044 (J. Intell. Transp. Syst., 2018)

Quantitative risk assessment of freeway crash casualty using high-resolution traffic data. - Chengcheng Xu 001; Yong Wang 022; Pan Liu 013; Wei Wang 044; Jie Bao (Reliab. Eng. Syst. Saf., 2018)

Exploring Risk Factors With Crashes by Collision Type at Freeway Diverge Areas: Accounting for Unobserved Heterogeneity. - Yanyong Guo; Zhibin Li 003; Pan Liu 013; Yao Wu (IEEE Access, 2019)

Procedure for Determining the Deployment Locations of Variable Speed Limit Signs to Reduce Crash Risks at Freeway Recurrent Bottlenecks. - Chengcheng Xu 001; Zhibin Li 003; Ziyuan Pu; Yanyong Guo; Pan Liu 013 (IEEE Access, 2019)

Single Sample Face Recognition Under Varying Illumination via QRCP Decomposition. - Changhui Hu 001; Xiaobo Lu; Pan Liu 013; Xiao-Yuan Jing; Dong Yue 001 (IEEE Trans. Image Process., 2019)

Taxi-Based Mobility Demand Formulation and Prediction Using Conditional Generative Adversarial Network-Driven Learning Approaches. - Hao Yu 031; Xiaofeng Chen; Zhenning Li 001; Guohui Zhang 001; Pan Liu 013; Jinfu Yang; Yin Yang 002 (IEEE Trans. Intell. Transp. Syst., 2019)

Diagonal Symmetric Pattern-Based Illumination Invariant Measure for Severe Illumination Variation Face Recognition. - Changhui Hu 001; Fei Wu 004; Jian Yu 007; Xiaoyuan Jing; Xiaobo Lu; Pan Liu 013 (IEEE Access, 2020)

Toward Driver Face Recognition in the Intelligent Traffic Monitoring Systems. - Chang-Hui Hu 001; Yang Zhang 067; Fei Wu 004; Xiaobo Lu; Pan Liu 013; Xiao-Yuan Jing (IEEE Trans. Intell. Transp. Syst., 2020)

Extracting and Predicting Taxi Hotspots in Spatiotemporal Dimensions Using Conditional Generative Adversarial Neural Networks. - Hao Yu 031; Zhenning Li 001; Guohui Zhang 001; Pan Liu 013; Jun Wang 006 (IEEE Trans. Veh. Technol., 2020)

Reinforcement Learning-Based Variable Speed Limits Control to Reduce Crash Risks Near Traffic Oscillations on Freeways. - Zhibin Li 003; Chengcheng Xu 001; Yanyong Guo; Pan Liu 013; Ziyuan Pu (IEEE Intell. Transp. Syst. Mag., 2021)

Face illumination recovery for the deep learning feature under severe illumination variations. - Chang-Hui Hu 001; Jian Yu 007; Fei Wu 004; Yang Zhang 067; Xiao-Yuan Jing; Xiaobo Lu; Pan Liu 013 (Pattern Recognit., 2021)

Enhancing Transferability of Deep Reinforcement Learning-Based Variable Speed Limit Control Using Transfer Learning. - Zemian Ke; Zhibin Li 003; Zehong Cao; Pan Liu 013 (IEEE Trans. Intell. Transp. Syst., 2021)

A Gaussian-Process-Based Data-Driven Traffic Flow Model and Its Application in Road Capacity Analysis. - Zhiyuan Liu 002; Cheng Lyu; Zelin Wang; Shuaian Wang; Pan Liu 013; Qiang Meng 001 (IEEE Trans. Intell. Transp. Syst., 2023)

Joint Image-to-Image Translation for Traffic Monitoring Driver Face Image Enhancement. - Chang-Hui Hu 001; Yu Liu; Lin-Tao Xu; Xiao-Yuan Jing; Xiaobo Lu; Wankou Yang; Pan Liu 013 (IEEE Trans. Intell. Transp. Syst., 2023)

HSV-3S and 2D-GDA for High-Saturation Low-Light Image Enhancement in Night Traffic Monitoring. - Changhui Hu 001; Lin-Tao Xu; Yanyong Guo; Xiaoyuan Jing; Xiaobo Lu; Pan Liu 013 (IEEE Trans. Intell. Transp. Syst., 2023)

KoopLCC: The Koopman Operator-Based Predictive Leading Cruise Control for Mixed Vehicle Platoons Considering the Driving Styles. - Hao Lyu; Yanyong Guo; Pan Liu 013; Yao Wu; Quansheng Yue; Ting Wang 013 (ITSC, 2024)

Hierarchical Perimeter Control With Network Heterogeneity Reduction and Queue Management. - Ziang He; Yu Han 009; Xinkai Ji; Hao Yu 031; Pan Liu 013; Anastasios Kouvelas (IEEE Intell. Transp. Syst. Mag., 2024)

Subsidy Allocation Problem with Bus Frequency Setting Game: A Trilevel Formulation and Exact Algorithm. - Pengli Mo; Zhiyuan Liu 002; Zhijia Tan; Wen Yi; Pan Liu 013 (Transp. Sci., 2024)

FHSI and QRCPE-Based Low-Light Enhancement With Application to Night Traffic Monitoring Images. - Changhui Hu 001; Weilin Yi; Kerui Hu; Yanyong Guo; Xiaoyuan Jing; Pan Liu 013 (IEEE Trans. Intell. Transp. Syst., 2024)

OpenVTER: An Open Vehicle Trajectory Extraction Framework Based on Rotated Bounding Boxes. - Xinkai Ji; Yu Han 009; Pei-Pei Mao; Yan Huang 018; Hao Yu 031; Pan Liu 013 (IEEE Trans. Intell. Transp. Syst., 2025)

A scalable adaptive deep Koopman predictive controller for real-time optimization of mixed traffic flow. - Hao Lyu; Yanyong Guo; Pan Liu 013; Nan Zheng; Ting Wang 013 (CoRR, 2025)

Analyzable Parameters Dominated Vehicle Platoon Dynamics Modeling and Analysis: A Physics-Encoded Deep Learning Approach. - Hao Lyu; Yanyong Guo; Pan Liu 013; Shuo Feng; Weilin Ren; Quansheng Yue (CoRR, 2025)

Energy and Environmental Implications of Automated Vehicles Under Mixed Autonomy Traffic Environment. - Zelin Wang; Qixiu Cheng; Pan Liu 013; Wenwu Yu; Jian Wang 085; Zhiyuan Liu 002 (IEEE Trans. Intell. Veh., 2025)

JTE-CFlow for Low-Light Enhancement and Zero-Element Pixels Restoration With Application to Night Traffic Monitoring Images. - Changhui Hu 001; Yin Hu; Lintao Xu; Yanyong Guo; Ziyun Cai; Xiaoyuan Jing; Pan Liu 013 (IEEE Trans. Intell. Transp. Syst., 2025)

IIAG-CoFlow: Inter- and Intra-Channel Attention Transformer and Complete Flow for Low-Light Image Enhancement With Application to Night Traffic Monitoring Images. - Changhui Hu 001; Tiesheng Chen; Donghang Jing; Kerui Hu; Yanyong Guo; Xiaoyuan Jing; Pan Liu 013 (IEEE Trans. Intell. Transp. Syst., 2025)

Uncertainty-Aware Dynamics Modeling and Data-Driven Robust Predictive Control for Mixed Vehicle Platoon. - Hao Lyu; Yanyong Guo; Pan Liu 013; Ting Wang 013 (IEEE Internet Things J., 2025)

A Novel Sub-Aperture Contrast-Based WPGA Method for Automotive SAR Imaging. - Kun Deng; Yan Huang 018; Zhanye Chen; Yu Han 009; Cai Wen; Hui Zhang 071; Pan Liu 013; Wei Hong 002 (IEEE Trans. Intell. Transp. Syst., 2025)

Leveraging Semi-Supervised Learning and Meta-Learning for Re-Identification in Few-Shot Spatiotemporal Anomaly Detection. - Zhen Zhou; Ziyuan Gu; Pan Liu 013; Wenwu Yu; Zhiyuan Liu 002 (IEEE Trans. Neural Networks Learn. Syst., 2025)

Mitigating traffic oscillations in mixed traffic flow with scalable deep Koopman predictive control. - Hao Lyu; Yanyong Guo; Pan Liu 013; Nan Zheng; Ting Wang 013; Quansheng Yue (Adv. Eng. Informatics, 2026)

Knowledge-data fusion dominated vehicle platoon dynamics modeling and analysis: A physics-encoded deep learning approach. - Hao Lyu; Yanyong Guo; Pan Liu 013; Shuo Feng; Weilin Ren; Quansheng Yue (Inf. Fusion, 2026)

A Hierarchical Dynamic Trajectory Planning Framework for CAVs in Mixed-Traffic Environments. - Yao Wu; Hongyu Yao; Hao Wu 118; Pan Liu 013; Yanyong Guo (IEEE Internet Things J., 2026)

A Bayesian hierarchical spatio-temporal generalized extreme value modeling for safety analysis from traffic conflicts. - Quansheng Yue; Yanyong Guo; Tarek Sayed; Pan Liu 013; Hao Lyu (Reliab. Eng. Syst. Saf., 2026)

Software-Hardware Co-optimization for Modular E2E AV Paradigm: A Unified Framework of Optimization Approaches, Simulation Environment and Evaluation Metrics. - Chengzhi Ji; Xingfeng Li 010; Zhaodong Lv; Hao Sun 035; Pan Liu 013; Hao (Frank) Yang; Ziyuan Pu (CoRR, 2026)

The Swarm Intelligence Freeway-Urban Trajectories (SWIFTraj) Dataset - Part II: A Graph-Based Approach for Trajectory Connection. - Xinkai Ji; Pan Liu 013; Yu Han 009 (CoRR, 2026)