Xishun Liao

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 22

Top Topics

Granger Causality

Reinforcement Learning

Advanced Driver Assistance Systems

Top Venues

IEEE Trans. Intell. Veh.

Publications

Qinhua Jiang, Xishun Liao, Yaofa Gong, Jiaqi Ma
An Attention-Based Multi-Context Convolutional Encoder-Decoder Neural Network for Work Zone Traffic Impact Prediction. CoRR (2024)
Yifan Liu, Chenchen Kuai, Haoxuan Ma, Xishun Liao, Brian Yueshuai He, Jiaqi Ma
Semantic Trajectory Data Mining with LLM-Informed POI Classification. CoRR (2024)
Xu Han, Zonglin Meng, Xin Xia, Xishun Liao, Brian Yueshuai He, Zhaoliang Zheng, Yutong Wang, Hao Xiang, Zewei Zhou, Letian Gao, Lili Fan, Yuke Li, Jiaqi Ma
Foundation Intelligence for Smart Infrastructure Services in Transportation 5.0. IEEE Trans. Intell. Veh. 9 (1) (2024)
Xishun Liao, Brian Yueshuai He, Qinhua Jiang, Chenchen Kuai, Jiaqi Ma
Deep Activity Model: A Generative Approach for Human Mobility Pattern Synthesis. CoRR (2024)
Zhouqiao Zhao, Xishun Liao, Amr Abdelraouf, Kyungtae Han, Rohit Gupta, Matthew J. Barth, Guoyuan Wu
Inverse Reinforcement Learning and Gaussian Process Regression-based Real-Time Framework for Personalized Adaptive Cruise Control. ITSC (2023)
Ziye Qin, Ang Ji, Zhanbo Sun, Guoyuan Wu, Peng Hao, Xishun Liao
Game Theoretic Application to Intersection Management: A Literature Review. CoRR (2023)
Xuanpeng Zhao, Xishun Liao, Guoyuan Wu, Kanok Boriboonsomsin, Matthew J. Barth
Improving Truck Merging at Ramps in a Mixed Traffic Environment: A Multi-human-in-the-loop (MHuiL) Approach. ITSC (2023)
Xishun Liao, Xuanpeng Zhao, Ziran Wang, Zhouqiao Zhao, Kyungtae Han, Rohit Gupta, Matthew J. Barth, Guoyuan Wu
Driver Digital Twin for Online Prediction of Personalized Lane-Change Behavior. IEEE Internet Things J. 10 (15) (2023)
Zhouqiao Zhao, Xishun Liao, Amr Abdelraouf, Kyungtae Han, Rohit Gupta, Matthew J. Barth, Guoyuan Wu
Real-time Learning of Driving Gap Preference for Personalized Adaptive Cruise Control. CoRR (2023)
Zhouqiao Zhao, Xishun Liao, Amr Abdelraouf, Kyungtae Han, Rohit Gupta, Matthew J. Barth, Guoyuan Wu
Real-Time Learning of Driving Gap Preference for Personalized Adaptive Cruise Control. SMC (2023)
Xishun Liao, Guoyuan Wu, Matthew J. Barth, Rohit Gupta, Kyungtae Han
Exploring Vehicular Interaction from Trajectories Based on Granger Causality. IV (2023)
Xishun Liao, Shashank Mehrotra, Samson Ho, Yuki Gorospe, Xingwei Wu, Teruhisa Mistu
Driver Profile Modeling Based on Driving Style, Personality Traits, and Mood States. ITSC (2022)
Xishun Liao, Ziran Wang, Xuanpeng Zhao, Zhouqiao Zhao, Kyungtae Han, Prashant Tiwari, Matthew J. Barth, Guoyuan Wu
Online Prediction of Lane Change with a Hierarchical Learning-Based Approach. ICRA (2022)
Xishun Liao, Xuanpeng Zhao, Ziran Wang, Kyungtae Han, Prashant Tiwari, Matthew J. Barth, Guoyuan Wu
Game Theory-Based Ramp Merging for Mixed Traffic With Unity-SUMO Co-Simulation. IEEE Trans. Syst. Man Cybern. Syst. 52 (9) (2022)
Xishun Liao, Xuanpeng Zhao, Ziran Wang, Zhouqiao Zhao, Kyungtae Han, Rohit Gupta, Matthew J. Barth, Guoyuan Wu
Driver Digital Twin for Online Prediction of Personalized Lane Change Behavior. CoRR (2022)
Xishun Liao, Ziran Wang, Xuanpeng Zhao, Kyungtae Han, Prashant Tiwari, Matthew J. Barth, Guoyuan Wu
Cooperative Ramp Merging Design and Field Implementation: A Digital Twin Approach Based on Vehicle-to-Cloud Communication. IEEE Trans. Intell. Transp. Syst. 23 (5) (2022)
Xuanpeng Zhao, Ahmed Abdo, Xishun Liao, Matthew J. Barth, Guoyuan Wu
Evaluating Cybersecurity Risks of Cooperative Ramp Merging in Mixed Traffic Environments. IEEE Intell. Transp. Syst. Mag. 14 (6) (2022)
Xishun Liao, Xuanpeng Zhao, Guoyuan Wu, Matthew J. Barth, Ziran Wang, Kyungtae Han, Prashant Tiwari
A Game Theory Based Ramp Merging Strategy for Connected and Automated Vehicles in the Mixed Traffic: A Unity-SUMO Integrated Platform. CoRR (2021)
Xuanpeng Zhao, Ahmed Abdo, Xishun Liao, Matthew J. Barth, Guoyuan Wu
Evaluating Cybersecurity Risks of Cooperative Ramp Merging in Mixed Traffic Environments. CoRR (2021)
Ziran Wang, Xishun Liao, Xuanpeng Zhao, Kyungtae Han, Prashant Tiwari, Matthew J. Barth, Guoyuan Wu
A Digital Twin Paradigm: Vehicle-to-Cloud Based Advanced Driver Assistance Systems. VTC Spring (2020)
Zhensong Wei, Yu Jiang, Xishun Liao, Xuewei Qi, Ziran Wang, Guoyuan Wu, Peng Hao, Matthew J. Barth
End-to-End Vision-Based Adaptive Cruise Control (ACC) Using Deep Reinforcement Learning. CoRR (2020)
Ziran Wang, Xishun Liao, Chao Wang, David Oswald, Guoyuan Wu, Kanok Boriboonsomsin, Matthew J. Barth, Kyungtae Han, BaekGyu Kim, Prashant Tiwari
Driver Behavior Modeling Using Game Engine and Real Vehicle: A Learning-Based Approach. IEEE Trans. Intell. Veh. 5 (4) (2020)