Xiupeng Shi

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 13

Top Topics

Autonomous Vehicles

Machine Learning

Completely Unsupervised

Top Venues

IEEE Trans. Intell. Transp. Syst.

Publications

Zuozheng Shi, Kun Liang, Zeng Zeng, Xiupeng Shi
Application of Imagery Modeling and Deep Learning in Chip Thermal Analysis. MIXDES (2024)
Weihong Zhai, Xiupeng Shi, Yiik Diew Wong, Qing Han, Lisheng Chen
Explainable AutoML (xAutoML) with adaptive modeling for yield enhancement in semiconductor smart manufacturing. CoRR (2024)
Weihong Zhai, Xiupeng Shi, Zeng Zeng
Adaptive Modelling for Anomaly Detection and Defect Diagnosis in Semiconductor Smart Manufacturing: A Domain-specific AutoML. CIS-RAM (2023)
Qing Han, Yu Xia, Xiupeng Shi, Zeng Zeng
AutoML with Focal Loss for Defect Diagnosis and Prognosis in Smart Manufacturing. CIS-RAM (2023)
Xiupeng Shi, Yiik Diew Wong, Chen Chai, Michael Zhi-Feng Li, Tianyi Chen, Zeng Zeng
Automatic Clustering for Unsupervised Risk Diagnosis of Vehicle Driving for Smart Road. IEEE Trans. Intell. Transp. Syst. 23 (10) (2022)
Yi Zhang, Xiupeng Shi, Sheng Zhang, Anuj Abraham
A XGBoost-Based Lane Change Prediction on Time Series Data Using Feature Engineering for Autopilot Vehicles. IEEE Trans. Intell. Transp. Syst. 23 (10) (2022)
Tianyi Chen, Yiik Diew Wong, Xiupeng Shi, Xueqin Wang
Optimized structure learning of Bayesian Network for investigating causation of vehicles' on-road crashes. Reliab. Eng. Syst. Saf. 224 (2022)
Xiupeng Shi, Yiik Diew Wong, Chen Chai, Michael Zhi-Feng Li
An Automated Machine Learning (AutoML) Method of Risk Prediction for Decision-Making of Autonomous Vehicles. IEEE Trans. Intell. Transp. Syst. 22 (11) (2021)
Weiru Yin, Chen Chai, Ziyao Zhou, Chenhao Li, Yali Lu, Xiupeng Shi
Effects of trust in human-automation shared control: A human-in-the-loop driving simulation study. ITSC (2021)
Bo Zhang, Zeng Zeng, Xiupeng Shi, Jianxi Yang, Bharadwaj Veeravalli, Keqin Li
A novel cooperative resource provisioning strategy for Multi-Cloud load balancing. J. Parallel Distributed Comput. 152 (2021)
Ziyao Zhou, Chen Chai, Weiru Yin, Xiupeng Shi
Developing and evaluating an human-automation shared control takeover strategy based on Human-in-the-loop driving simulation. CoRR (2021)
Chen Chai, Juanwu Lu, Xuan Jiang, Xiupeng Shi, Zeng Zeng
An Automated Machine Learning (AutoML) Method for Driving Distraction Detection Based on Lane-Keeping Performance. CoRR (2021)
Xiupeng Shi, Yiik Diew Wong, Chen Chai, Michael Zhi-Feng Li, Tianyi Chen, Zeng Zeng
Automatic Clustering for Unsupervised Risk Diagnosis of Vehicle Driving for Smart Road. CoRR (2020)