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2020 – today
- 2025
[j10]Hao Lyu
, Yanyong Guo, Pan Liu, Ting Wang:
Uncertainty-Aware Dynamics Modeling and Data-Driven Robust Predictive Control for Mixed Vehicle Platoon. IEEE Internet Things J. 12(11): 17948-17963 (2025)- [j9]Changhui Hu, Yin Hu, Lintao Xu, Yanyong Guo, Ziyun Cai, Xiaoyuan Jing, Pan Liu:
JTE-CFlow for Low-Light Enhancement and Zero-Element Pixels Restoration With Application to Night Traffic Monitoring Images. IEEE Trans. Intell. Transp. Syst. 26(3): 3755-3770 (2025) - [j8]Changhui Hu, Tiesheng Chen, Donghang Jing, Kerui Hu, Yanyong Guo, Xiaoyuan Jing, Pan Liu:
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. 26(5): 6904-6922 (2025) - [i4]Hao Lyu, Yanyong Guo, Pan Liu, Nan Zheng, Ting Wang:
A scalable adaptive deep Koopman predictive controller for real-time optimization of mixed traffic flow. CoRR abs/2502.00043 (2025) - [i3]Hao Lyu, Yanyong Guo, Pan Liu, Shuo Feng, Weilin Ren, Quansheng Yue:
Analyzable Parameters Dominated Vehicle Platoon Dynamics Modeling and Analysis: A Physics-Encoded Deep Learning Approach. CoRR abs/2502.08658 (2025) - [i2]Hao Wu, Junzhou Chen, Ronghui Zhang, Nengchao Lyu, Hongyu Hu, Yanyong Guo, Tony Z. Qiu:
WTEFNet: Real-Time Low-Light Object Detection for Advanced Driver Assistance Systems. CoRR abs/2505.23201 (2025) - 2024
- [j7]Changhui Hu, Weilin Yi, Kerui Hu, Yanyong Guo, Xiaoyuan Jing, Pan Liu:
FHSI and QRCPE-Based Low-Light Enhancement With Application to Night Traffic Monitoring Images. IEEE Trans. Intell. Transp. Syst. 25(7): 6978-6993 (2024) - [c2]Hao Lyu, Yanyong Guo, Pan Liu, Yao Wu, Quansheng Yue, Ting Wang:
KoopLCC: The Koopman Operator-Based Predictive Leading Cruise Control for Mixed Vehicle Platoons Considering the Driving Styles. ITSC 2024: 1-6 - [i1]Junzhou Chen, Heqiang Huang, Ronghui Zhang, Nengchao Lyu, Yanyong Guo, Hong-Ning Dai, Hong Yan:
YOLO-TS: Real-Time Traffic Sign Detection with Enhanced Accuracy Using Optimized Receptive Fields and Anchor-Free Fusion. CoRR abs/2410.17144 (2024) - 2023
- [j6]Changhui Hu, Lin-Tao Xu, Yanyong Guo, Xiaoyuan Jing, Xiaobo Lu, Pan Liu:
HSV-3S and 2D-GDA for High-Saturation Low-Light Image Enhancement in Night Traffic Monitoring. IEEE Trans. Intell. Transp. Syst. 24(12): 15190-15206 (2023) - 2021
- [j5]Zhibin Li, Chengcheng Xu, Yanyong Guo, Pan Liu, Ziyuan Pu:
Reinforcement Learning-Based Variable Speed Limits Control to Reduce Crash Risks Near Traffic Oscillations on Freeways. IEEE Intell. Transp. Syst. Mag. 13(4): 64-70 (2021) - [j4]Yanyong Guo, Tarek Sayed, Lai Zheng, Mohamed Essa:
An extreme value theory based approach for calibration of microsimulation models for safety analysis. Simul. Model. Pract. Theory 106: 102172 (2021)
2010 – 2019
- 2019
- [j3]Yanyong Guo, Zhibin Li, Pan Liu, Yao Wu:
Exploring Risk Factors With Crashes by Collision Type at Freeway Diverge Areas: Accounting for Unobserved Heterogeneity. IEEE Access 7: 11809-11819 (2019) - [j2]Bo Yang, Yanyong Guo, Chengcheng Xu:
Analysis of Freeway Secondary Crashes With a Two-Step Method by Loop Detector Data. IEEE Access 7: 22884-22890 (2019) - [j1]Chengcheng Xu, Zhibin Li, Ziyuan Pu, Yanyong Guo, Pan Liu:
Procedure for Determining the Deployment Locations of Variable Speed Limit Signs to Reduce Crash Risks at Freeway Recurrent Bottlenecks. IEEE Access 7: 47856-47863 (2019) - [c1]Lai Zheng, Tarek Sayed, Mohamed Essa, Yanyong Guo:
Do Simulated Traffic Conflicts Predict Crashes? An Investigation Using the Extreme Value Approach. ITSC 2019: 631-636
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