Xiaowei Yue

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 31

Top Topics

Gaussian Process

Optimal Placement

Top Venues

IEEE Trans Autom. Sci. Eng.

SIAM/ASA J. Uncertain. Quantification

Publications

Yinan Wang, Wenbo Sun, Jionghua Jin, Zhenyu James Kong, Xiaowei Yue
WOOD: Wasserstein-Based Out-of-Distribution Detection. IEEE Trans. Pattern Anal. Mach. Intell. 46 (2) (2024)
Amirul Islam Saimon, Emmanuel Yangue, Xiaowei Yue, Zhenyu James Kong, Chenang Liu
Advancing Additive Manufacturing through Deep Learning: A Comprehensive Review of Current Progress and Future Challenges. CoRR (2024)
Yinan Wang, M. Giselle Fernández-Godino, Nipun Gunawardena, Donald D. Lucas, Xiaowei Yue
Spatiotemporal Predictions of Toxic Urban Plumes Using Deep Learning. CoRR (2024)
Ruiyu Xu, Jianguo Wu, Xiaowei Yue, Yongxiang Li
Online Structural Change-Point Detection of High-dimensional Streaming Data via Dynamic Sparse Subspace Learning. Technometrics 65 (1) (2023)
Cheolhei Lee, Kaiwen Wang, Jianguo Wu, Wenjun Cai, Xiaowei Yue
Partitioned Active Learning for Heterogeneous Systems. J. Comput. Inf. Sci. Eng. 23 (4) (2023)
Cheolhei Lee, Xing Wang, Jianguo Wu, Xiaowei Yue
Failure-Averse Active Learning for Physics-Constrained Systems. IEEE Trans Autom. Sci. Eng. 20 (4) (2023)
Areej AlBahar, Inyoung Kim, Xing Wang, Xiaowei Yue
Physics-Constrained Bayesian Optimization for Optimal Actuators Placement in Composite Structures Assembly. IEEE Trans Autom. Sci. Eng. 20 (4) (2023)
Yinhua Liu, Wenzheng Zhao, Tim Lutz, Xiaowei Yue
Task allocation and coordinated motion planning for autonomous multi-robot optical inspection systems. J. Intell. Manuf. 33 (8) (2022)
Yinhua Liu, Wenzheng Zhao, Hongpeng Liu, Yinan Wang, Xiaowei Yue
Coverage Path Planning for Robotic Quality Inspection with Control on Measurement Uncertainty. CoRR (2022)
Areej AlBahar, Inyoung Kim, Xiaowei Yue
A Robust Asymmetric Kernel Function for Bayesian Optimization, With Application to Image Defect Detection in Manufacturing Systems. IEEE Trans Autom. Sci. Eng. 19 (4) (2022)
Wenjia Wang, Xiaowei Yue, Benjamin Haaland, C. F. Jeff Wu
Gaussian Processes with Input Location Error and Applications to the Composite Parts Assembly Process. SIAM/ASA J. Uncertain. Quantification 10 (2) (2022)
Zhen Li, Yongxiang Li, Xiaowei Yue, Enrico Zio, Jianguo Wu
A Deep Branched Network for Failure Mode Diagnostics and Remaining Useful Life Prediction. IEEE Trans. Instrum. Meas. 71 (2022)
Areej AlBahar, Inyoung Kim, Tim Lutz, Xiaowei Yue
Stress-Aware Optimal Placement of Actuators for Ultra-High Precision Quality Control of Composite Structures Assembly. CASE (2022)
Yinhua Liu, Wenzheng Zhao, Tim Lutz, Xiaowei Yue
Task Allocation and Coordinated Motion Planning for Autonomous Multi-Robot Optical Inspection Systems. CoRR (2021)
Yinan Wang, Wenbo Sun, Jionghua (Judy) Jin, Zhenyu (James) Kong, Xiaowei Yue
WOOD: Wasserstein-based Out-of-Distribution Detection. CoRR (2021)
Zhen Li, Jianguo Wu, Xiaowei Yue
A Shape-Constrained Neural Data Fusion Network for Health Index Construction and Residual Life Prediction. IEEE Trans. Neural Networks Learn. Syst. 32 (11) (2021)
Cheolhei Lee, Xing Wang, Jianguo Wu, Xiaowei Yue
Failure-averse Active Learning for Physics-constrained Systems. CoRR (2021)
Xiaowei Yue, Yuchen Wen, Jeffrey H. Hunt, Jianjun Shi
Active Learning for Gaussian Process Considering Uncertainties With Application to Shape Control of Composite Fuselage. IEEE Trans Autom. Sci. Eng. 18 (1) (2021)
Cheolhei Lee, Kaiwen Wang, Jianguo Wu, Wenjun Cai, Xiaowei Yue
Partitioned Active Learning for Heterogeneous Systems. CoRR (2021)
Zhe Gao, Weihong Guo, Xiaowei Yue
Optimal Integration of Supervised Tensor Decomposition and Ensemble Learning for In Situ Quality Evaluation in Friction Stir Blind Riveting. IEEE Trans Autom. Sci. Eng. 18 (1) (2021)
Areej AlBahar, Inyoung Kim, Xiaowei Yue
A Robust Asymmetric Kernel Function for Bayesian Optimization, with Application to Image Defect Detection in Manufacturing Systems. CoRR (2021)
Cheolhei Lee, Jianguo Wu, Wenjia Wang, Xiaowei Yue
Neural Network Gaussian Process Considering Input Uncertainty for Composite Structures Assembly. CoRR (2020)
Yinan Wang, Weihong Guo, Xiaowei Yue
CPAC-Conv: CP-decomposition to Approximately Compress Convolutional Layers in Deep Learning. CoRR (2020)
Xiaowei Yue, Jin Gyu Park, Zhiyong Liang, Jianjun Shi
Tensor Mixed Effects Model With Application to Nanomanufacturing Inspection. Technometrics 62 (1) (2020)
Yinan Wang, Kaiwen Wang, Wenjun Cai, Xiaowei Yue
NP-ODE: Neural Process Aided Ordinary Differential Equations for Uncertainty Quantification of Finite Element Analysis. CoRR (2020)
Ruiyu Xu, Jianguo Wu, Xiaowei Yue, Yongxiang Li
Online Structural Change-point Detection of High-dimensional Streaming Data via Dynamic Sparse Subspace Learning. CoRR (2020)
Yinan Wang, Diane Oyen, Weihong Guo, Anishi Mehta, Cory Braker Scott, Nishant Panda, M. Giselle Fernández-Godino, Gowri Srinivasan, Xiaowei Yue
StressNet: Deep Learning to Predict Stress With Fracture Propagation in Brittle Materials. CoRR (2020)
Xiaowei Yue, Yuchen Wen, Jeffrey H. Hunt, Jianjun Shi
Active Learning for Gaussian Process Considering Uncertainties with Application to Shape Control of Composite Fuselage. CoRR (2020)
Yinhua Liu, Wenzheng Zhao, Rui Sun, Xiaowei Yue
Optimal Path Planning for Automated Dimensional Inspection of Free-Form Surfaces. CoRR (2020)
Xiaowei Yue, Hao Yan, Jin Gyu Park, Zhiyong Liang, Jianjun Shi
A Wavelet-Based Penalized Mixed-Effects Decomposition for Multichannel Profile Detection of In-Line Raman Spectroscopy. IEEE Trans Autom. Sci. Eng. 15 (3) (2018)
Xiaowei Yue, Kan (Kevin) Wang, Hao Yan, Jin Gyu Park, Zhiyong Liang, Chuck Zhang, Ben Wang, Jianjun Shi
Generalized Wavelet Shrinkage of Inline Raman Spectroscopy for Quality Monitoring of Continuous Manufacturing of Carbon Nanotube Buckypaper. IEEE Trans Autom. Sci. Eng. 14 (1) (2017)