Pan Liu

37 papers Journal 36Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Bayesian hierarchical spatio-temporal generalized extreme value modeling for safety analysis from traffic conflicts.
Reliab. Eng. Syst. Saf.
Quansheng Yue, Yanyong Guo, Tarek Sayed, Pan Liu, Hao Lyu
2026 J jnl
Knowledge-data fusion dominated vehicle platoon dynamics modeling and analysis: A physics-encoded deep learning approach.
Inf. Fusion
Hao Lyu, Yanyong Guo, Pan Liu, Shuo Feng, Weilin Ren, Quansheng Yue
2026 J jnl
Mitigating traffic oscillations in mixed traffic flow with scalable deep Koopman predictive control.
Adv. Eng. Informatics
Hao Lyu, Yanyong Guo, Pan Liu, Nan Zheng, Ting Wang, Quansheng Yue
2026 J jnl
Software-Hardware Co-optimization for Modular E2E AV Paradigm: A Unified Framework of Optimization Approaches, Simulation Environment and Evaluation Metrics.
CoRR
Chengzhi Ji, Xingfeng Li, Zhaodong Lv, Hao Sun, Pan Liu, Hao Frank Yang, Ziyuan Pu
2026 J jnl
The Swarm Intelligence Freeway-Urban Trajectories (SWIFTraj) Dataset - Part II: A Graph-Based Approach for Trajectory Connection.
CoRR
Xinkai Ji, Pan Liu, Yu Han
2025 J jnl
A Novel Sub-Aperture Contrast-Based WPGA Method for Automotive SAR Imaging.
IEEE Trans. Intell. Transp. Syst.
Kun Deng, Yan Huang, Zhanye Chen, Yu Han, Cai Wen, Hui Zhang, Pan Liu, Wei Hong
2025 J jnl
A scalable adaptive deep Koopman predictive controller for real-time optimization of mixed traffic flow.
CoRR
Hao Lyu, Yanyong Guo, Pan Liu, Nan Zheng, Ting Wang
2025 J jnl
Analyzable Parameters Dominated Vehicle Platoon Dynamics Modeling and Analysis: A Physics-Encoded Deep Learning Approach.
CoRR
Hao Lyu, Yanyong Guo, Pan Liu, Shuo Feng, Weilin Ren, Quansheng Yue
2025 J jnl
Energy and Environmental Implications of Automated Vehicles Under Mixed Autonomy Traffic Environment.
IEEE Trans. Intell. Veh.
Zelin Wang, Qixiu Cheng, Pan Liu, Wenwu Yu, Jian Wang, Zhiyuan Liu
2025 J jnl
IIAG-CoFlow: Inter- and Intra-Channel Attention Transformer and Complete Flow for Low-Light Image Enhancement With Application to Night Traffic Monitoring Images.
IEEE Trans. Intell. Transp. Syst.
Changhui Hu, Tiesheng Chen, Donghang Jing, Kerui Hu, Yanyong Guo, Xiaoyuan Jing, Pan Liu
2025 J jnl
JTE-CFlow for Low-Light Enhancement and Zero-Element Pixels Restoration With Application to Night Traffic Monitoring Images.
IEEE Trans. Intell. Transp. Syst.
Changhui Hu, Yin Hu, Lintao Xu, Yanyong Guo, Ziyun Cai, Xiaoyuan Jing, Pan Liu
2025 J jnl
Leveraging Semi-Supervised Learning and Meta-Learning for Re-Identification in Few-Shot Spatiotemporal Anomaly Detection.
IEEE Trans. Neural Networks Learn. Syst.
Zhen Zhou, Ziyuan Gu, Pan Liu, Wenwu Yu, Zhiyuan Liu
2025 J jnl
OpenVTER: An Open Vehicle Trajectory Extraction Framework Based on Rotated Bounding Boxes.
IEEE Trans. Intell. Transp. Syst.
Xinkai Ji, Yu Han, Pei-Pei Mao, Yan Huang, Hao Yu, Pan Liu
2025 J jnl
Uncertainty-Aware Dynamics Modeling and Data-Driven Robust Predictive Control for Mixed Vehicle Platoon.
IEEE Internet Things J.
Hao Lyu, Yanyong Guo, Pan Liu, Ting Wang
2024 J jnl
FHSI and QRCPE-Based Low-Light Enhancement With Application to Night Traffic Monitoring Images.
IEEE Trans. Intell. Transp. Syst.
Changhui Hu, Weilin Yi, Kerui Hu, Yanyong Guo, Xiaoyuan Jing, Pan Liu
2024 J jnl
Hierarchical Perimeter Control With Network Heterogeneity Reduction and Queue Management.
IEEE Intell. Transp. Syst. Mag.
Ziang He, Yu Han, Xinkai Ji, Hao Yu, Pan Liu, Anastasios Kouvelas
2024 — conf
KoopLCC: The Koopman Operator-Based Predictive Leading Cruise Control for Mixed Vehicle Platoons Considering the Driving Styles.
ITSC
Hao Lyu, Yanyong Guo, Pan Liu, Yao Wu, Quansheng Yue, Ting Wang
2024 J jnl
Subsidy Allocation Problem with Bus Frequency Setting Game: A Trilevel Formulation and Exact Algorithm.
Transp. Sci.
Pengli Mo, Zhiyuan Liu, Zhijia Tan, Wen Yi, Pan Liu
2023 J jnl
A Gaussian-Process-Based Data-Driven Traffic Flow Model and Its Application in Road Capacity Analysis.
IEEE Trans. Intell. Transp. Syst.
Zhiyuan Liu, Cheng Lyu, Zelin Wang, Shuaian Wang, Pan Liu, Qiang Meng
2023 J jnl
HSV-3S and 2D-GDA for High-Saturation Low-Light Image Enhancement in Night Traffic Monitoring.
IEEE Trans. Intell. Transp. Syst.
Changhui Hu, Lin-Tao Xu, Yanyong Guo, Xiaoyuan Jing, Xiaobo Lu, Pan Liu
2023 J jnl
Joint Image-to-Image Translation for Traffic Monitoring Driver Face Image Enhancement.
IEEE Trans. Intell. Transp. Syst.
Chang-Hui Hu, Yu Liu, Lin-Tao Xu, Xiao-Yuan Jing, Xiaobo Lu, Wankou Yang, Pan Liu
2021 J jnl
Enhancing Transferability of Deep Reinforcement Learning-Based Variable Speed Limit Control Using Transfer Learning.
IEEE Trans. Intell. Transp. Syst.
Zemian Ke, Zhibin Li, Zehong Cao, Pan Liu
2021 J jnl
Face illumination recovery for the deep learning feature under severe illumination variations.
Pattern Recognit.
Chang-Hui Hu, Jian Yu, Fei Wu, Yang Zhang, Xiao-Yuan Jing, Xiaobo Lu, Pan Liu
2021 J jnl
Reinforcement Learning-Based Variable Speed Limits Control to Reduce Crash Risks Near Traffic Oscillations on Freeways.
IEEE Intell. Transp. Syst. Mag.
Zhibin Li, Chengcheng Xu, Yanyong Guo, Pan Liu, Ziyuan Pu
2020 J jnl
Diagonal Symmetric Pattern-Based Illumination Invariant Measure for Severe Illumination Variation Face Recognition.
IEEE Access
Changhui Hu, Fei Wu, Jian Yu, Xiaoyuan Jing, Xiaobo Lu, Pan Liu
2020 J jnl
Extracting and Predicting Taxi Hotspots in Spatiotemporal Dimensions Using Conditional Generative Adversarial Neural Networks.
IEEE Trans. Veh. Technol.
Hao Yu, Zhenning Li, Guohui Zhang, Pan Liu, Jun Wang
2020 J jnl
Toward Driver Face Recognition in the Intelligent Traffic Monitoring Systems.
IEEE Trans. Intell. Transp. Syst.
Chang-Hui Hu, Yang Zhang, Fei Wu, Xiaobo Lu, Pan Liu, Xiao-Yuan Jing
2019 J jnl
Exploring Risk Factors With Crashes by Collision Type at Freeway Diverge Areas: Accounting for Unobserved Heterogeneity.
IEEE Access
Yanyong Guo, Zhibin Li, Pan Liu, Yao Wu
2019 J jnl
Procedure for Determining the Deployment Locations of Variable Speed Limit Signs to Reduce Crash Risks at Freeway Recurrent Bottlenecks.
IEEE Access
Chengcheng Xu, Zhibin Li, Ziyuan Pu, Yanyong Guo, Pan Liu
2019 J jnl
Single Sample Face Recognition Under Varying Illumination via QRCP Decomposition.
IEEE Trans. Image Process.
Changhui Hu, Xiaobo Lu, Pan Liu, Xiao-Yuan Jing, Dong Yue
2019 J jnl
Taxi-Based Mobility Demand Formulation and Prediction Using Conditional Generative Adversarial Network-Driven Learning Approaches.
IEEE Trans. Intell. Transp. Syst.
Hao Yu, Xiaofeng Chen, Zhenning Li, Guohui Zhang, Pan Liu, Jinfu Yang, Yin Yang
2018 J jnl
Development of analytical procedure for selection of control measures to reduce congestions at various freeway bottlenecks.
J. Intell. Transp. Syst.
Zhibin Li, Pan Liu, Chengcheng Xu, Wei Wang
2018 J jnl
Quantitative risk assessment of freeway crash casualty using high-resolution traffic data.
Reliab. Eng. Syst. Saf.
Chengcheng Xu, Yong Wang, Pan Liu, Wei Wang, Jie Bao
2017 J jnl
Reinforcement Learning-Based Variable Speed Limit Control Strategy to Reduce Traffic Congestion at Freeway Recurrent Bottlenecks.
IEEE Trans. Intell. Transp. Syst.
Zhibin Li, Pan Liu, Chengcheng Xu, Hui Duan, Wei Wang
2016 J jnl
Optimal Mainline Variable Speed Limit Control to Improve Safety on Large-Scale Freeway Segments.
Comput. Aided Civ. Infrastructure Eng.
Zhibin Li, Pan Liu, Chengcheng Xu, Wei Wang
2014 J jnl
Development of a Control Strategy of Variable Speed Limits to Reduce Rear-End Collision Risks Near Freeway Recurrent Bottlenecks.
IEEE Trans. Intell. Transp. Syst.
Zhibin Li, Pan Liu, Wei Wang, Chengcheng Xu
2013 J jnl
A Genetic Programming Model for Real-Time Crash Prediction on Freeways.
IEEE Trans. Intell. Transp. Syst.
Chengcheng Xu, Wei Wang, Pan Liu