Weihong Guo

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 15

Top Topics

Unsupervised Learning

Multivariate Time Series

Quality Prediction

Tensor Decomposition

Top Venues

IEEE Trans Autom. Sci. Eng.

Int. J. Prod. Res.

Publications

Shenghan Guo, Dali Wang, Zhili Feng, Jian Chen, Weihong Guo
Di-CNN: Domain-Knowledge-Informed Convolutional Neural Network for Manufacturing Quality Prediction. Sensors 23 (11) (2023)
Shenghan Guo, Weihong Guo, Linkan Bian, Yuebin Guo
A Deep-Learning-Based Surrogate Model for Thermal Signature Prediction in Laser Metal Deposition. IEEE Trans Autom. Sci. Eng. 20 (1) (2023)
Shenghan Guo, Weihong Guo
Process Monitoring and Fault Prediction in Multivariate Time Series Using Bag-of-Words. IEEE Trans Autom. Sci. Eng. 19 (1) (2022)
Song Ma, Weihong Guo, Rui Song, Yuanchang Liu
Unsupervised learning based coordinated multi-task allocation for unmanned surface vehicles. Neurocomputing 420 (2021)
Shenghan Guo, Weihong Guo, Amir Abolhassani, Rajeev Kalamdani
Nonparametric, real-time detection of process deteriorations in manufacturing with parsimonious smoothing. IISE Trans. 53 (5) (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)
Ali Tosyali, Rui Song, Weihong Guo, Amir Abolhassani, Rajeev Kalamdani
Data-Driven Gantry Health Monitoring and Process Status Identification Based on Texture Extraction. J. Comput. Inf. Sci. Eng. 21 (1) (2021)
Yinan Wang, Weihong Guo, Xiaowei Yue
CPAC-Conv: CP-decomposition to Approximately Compress Convolutional Layers in Deep 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)
Weihong Guo, Xi Gu
Joint decision-making of production and maintenance in mixed model assembly systems with delayed differentiation configurations. Int. J. Prod. Res. 58 (13) (2020)
Junayed Pasha, Maxim A. Dulebenets, Masoud Kavoosi, Olumide F. Abioye, Hui Wang, Weihong Guo
An Optimization Model and Solution Algorithms for the Vehicle Routing Problem With a "Factory-in-a-Box". IEEE Access 8 (2020)
Shenghan Guo, Weihong Guo, Linkan Bian
Hierarchical spatial-temporal modeling and monitoring of melt pool evolution in laser-based additive manufacturing. IISE Trans. 52 (9) (2020)
Xinyuan Zhou, Peng Wu, Haifeng Zhang, Weihong Guo, Yuanchang Liu
Learn to Navigate: Cooperative Path Planning for Unmanned Surface Vehicles Using Deep Reinforcement Learning. IEEE Access 7 (2019)
Yoram Koren, Xi Gu, Weihong Guo
Choosing the system configuration for high-volume manufacturing. Int. J. Prod. Res. 56 (1-2) (2018)
Youngjun Choe, Weihong Guo, Eunshin Byon, Jionghua (Judy) Jin, Jingjing Li
Change-Point Detection on Solar Panel Performance Using Thresholded LASSO. Qual. Reliab. Eng. Int. 32 (8) (2016)
Binfeng Li, Xiaobin Li, Weihong Guo, Su Wu
A generalized Stochastic Petri-Net Model for Performance Analysis and Allocation Optimization of a Particular Repair System. Asia Pac. J. Oper. Res. 30 (1) (2013)