Yanyong Guo

According to our database, Yanyong Guo authored at least 17 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

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

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., June, 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, Tiesheng Chen, Donghang Jing, Kerui Hu, Yanyong Guo, Xiaoyuan Jing, Pan Liu

IEEE Trans. Intell. Transp. Syst., May, 2025

WTEFNet: Real-Time Low-Light Object Detection for Advanced Driver Assistance Systems.

Hao Wu, Junzhou Chen, Ronghui Zhang, Nengchao Lyu, Hongyu Hu, Yanyong Guo, Tony Z. Qiu

CoRR, May, 2025

JTE-CFlow for Low-Light Enhancement and Zero-Element Pixels Restoration With Application to Night Traffic Monitoring Images.

Changhui Hu, Yin Hu, Lintao Xu, Yanyong Guo, Ziyun Cai, Xiaoyuan Jing, Pan Liu

IEEE Trans. Intell. Transp. Syst., March, 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, February, 2025

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, February, 2025

2024

FHSI and QRCPE-Based Low-Light Enhancement With Application to Night Traffic Monitoring Images.

Changhui Hu, Weilin Yi, Kerui Hu, Yanyong Guo, Xiaoyuan Jing, Pan Liu

IEEE Trans. Intell. Transp. Syst., July, 2024

YOLO-TS: Real-Time Traffic Sign Detection with Enhanced Accuracy Using Optimized Receptive Fields and Anchor-Free Fusion.

Junzhou Chen, Heqiang Huang, Ronghui Zhang, Nengchao Lyu, Yanyong Guo, Hong-Ning Dai, Hong Yan

CoRR, 2024

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

Proceedings of the 27th IEEE International Conference on Intelligent Transportation Systems, 2024

2023

HSV-3S and 2D-GDA for High-Saturation Low-Light Image Enhancement in Night Traffic Monitoring.

Changhui Hu, Lin-Tao Xu, Yanyong Guo, Xiaoyuan Jing, Xiaobo Lu, Pan Liu

IEEE Trans. Intell. Transp. Syst., December, 2023

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

Reinforcement Learning-Based Variable Speed Limits Control to Reduce Crash Risks Near Traffic Oscillations on Freeways.

Zhibin Li, Chengcheng Xu, Yanyong Guo, Pan Liu, Ziyuan Pu

IEEE Intell. Transp. Syst. Mag., 2021

2019

Analysis of Freeway Secondary Crashes With a Two-Step Method by Loop Detector Data.

Bo Yang, Yanyong Guo, Chengcheng Xu

IEEE Access, 2019

Procedure for Determining the Deployment Locations of Variable Speed Limit Signs to Reduce Crash Risks at Freeway Recurrent Bottlenecks.

Chengcheng Xu, Zhibin Li, Ziyuan Pu, Yanyong Guo, Pan Liu

IEEE Access, 2019

Exploring Risk Factors With Crashes by Collision Type at Freeway Diverge Areas: Accounting for Unobserved Heterogeneity.

Yanyong Guo, Zhibin Li, Pan Liu, Yao Wu

IEEE Access, 2019

Do Simulated Traffic Conflicts Predict Crashes? An Investigation Using the Extreme Value Approach.

Lai Zheng, Tarek Sayed, Mohamed Essa, Yanyong Guo

Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019