Yanyong Guo

23 papers Journal 18Unranked 5
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
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
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 — conf
PreSimNet: A Unified Framework for Predicting and Simulating Car-Following Behaviors in Mixed Traffic Flow.
ITSC
Hao Lyu, Wan Liu, Ting Wang, Quansheng Yue, Junyao Li, Yanyong Guo
2025 — conf
ST-DiffNav: Spatio-Temporal Conditional Diffusion with Navigational Priors for Autonomous Trajectory Prediction.
ITSC
Jintao Huang, Yanyong Guo, Yuguang Chen, Hao Wu
2025 — conf
Spatio-Temporal Bayesian Hierarchical Generalized Extreme Value Modeling of the Non-Stationary Traffic Conflict Extremes at Intersections.
ITSC
Quansheng Yue, Yao Wu, Hao Lyu, Quan Yuan, Yanyong Guo
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
2025 J jnl
WTEFNet: Real-Time Low-Light Object Detection for Advanced Driver Assistance Systems.
CoRR
Hao Wu, Junzhou Chen, Ronghui Zhang, Nengchao Lyu, Hongyu Hu, Yanyong Guo, Tony Z. Qiu
2025 J jnl
YOLO-TS: Real-Time Traffic Sign Detection With Enhanced Accuracy Using Optimized Receptive Fields and Anchor-Free Fusion.
IEEE Trans. Intell. Transp. Syst.
Junzhou Chen, Heqiang Huang, Ronghui Zhang, Nengchao Lyu, Yanyong Guo, Hong-Ning Dai, Hong Yan
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 — 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
YOLO-TS: Real-Time Traffic Sign Detection with Enhanced Accuracy Using Optimized Receptive Fields and Anchor-Free Fusion.
CoRR
Junzhou Chen, Heqiang Huang, Ronghui Zhang, Nengchao Lyu, Yanyong Guo, Hong-Ning Dai, Hong Yan
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
2021 J jnl
An extreme value theory based approach for calibration of microsimulation models for safety analysis.
Simul. Model. Pract. Theory
Yanyong Guo, Tarek Sayed, Lai Zheng, Mohamed Essa
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
2019 J jnl
Analysis of Freeway Secondary Crashes With a Two-Step Method by Loop Detector Data.
IEEE Access
Bo Yang, Yanyong Guo, Chengcheng Xu
2019 — conf
Do Simulated Traffic Conflicts Predict Crashes? An Investigation Using the Extreme Value Approach.
ITSC
Lai Zheng, Tarek Sayed, Mohamed Essa, Yanyong Guo
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