Do Simulated Traffic Conflicts Predict Crashes? An Investigation Using the Extreme Value Approach. - Lai Zheng; Tarek Sayed; Mohamed Essa; Yanyong Guo (ITSC, 2019)

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

Analysis of Freeway Secondary Crashes With a Two-Step Method by Loop Detector Data. - Bo Yang 029; Yanyong Guo; Chengcheng Xu 001 (IEEE Access, 2019)

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; Ziyuan Pu (IEEE Intell. Transp. Syst. Mag., 2021)

An extreme value theory based approach for calibration of microsimulation models for safety analysis. - Yanyong Guo; Tarek Sayed; Lai Zheng; Mohamed Essa (Simul. Model. Pract. Theory, 2021)

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 (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; Yao Wu; Quansheng Yue; Ting Wang (ITSC, 2024)

YOLO-TS: Real-Time Traffic Sign Detection with Enhanced Accuracy Using Optimized Receptive Fields and Anchor-Free Fusion. - Junzhou Chen 001; Heqiang Huang; Ronghui Zhang; Nengchao Lyu; Yanyong Guo; Hong-Ning Dai; Hong Yan (CoRR, 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 (IEEE Trans. Intell. Transp. Syst., 2024)

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

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

WTEFNet: Real-Time Low-Light Object Detection for Advanced Driver Assistance Systems. - Hao Wu; Junzhou Chen 001; Ronghui Zhang; Nengchao Lyu; Hongyu Hu; Yanyong Guo; Tony Z. Qiu (CoRR, 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 (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; Ting Wang (IEEE Internet Things J., 2025)

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