Semi-Supervised Learning-Based Calibration Model Building of NIR Spectroscopy for In Situ Measurement of Biochemical Processes Under Insufficiently and Inaccurately Labeled Samples. - Guoqing Mu; Tao Liu 002; Chuang Xue; Junghui Chen (IEEE Trans. Instrum. Meas., 2021)

Tensor Slow Feature Analysis for Monitoring Batch Process. - Jingxiang Liu; Junhui Chen; Guoqing Mu (ASCC, 2022)

Developing a Conditional Variational Autoencoder to Guide Spectral Data Augmentation for Calibration Modeling. - Guoqing Mu; Junghui Chen (IEEE Trans. Instrum. Meas., 2022)

Variational PLS-Based Calibration Model Building With Semi-Supervised Learning for Moisture Measurement During Fluidized Bed Drying by NIR Spectroscopy. - Guoqing Mu; Tao Liu 002; Junghui Chen; Chao Shang 002; Chongquan Zhong (IEEE Trans. Instrum. Meas., 2022)

Tensor slow feature analysis and its applications for batch process monitoring. - Jingxiang Liu; Guoqing Mu; Junghui Chen (Comput. Chem. Eng., 2023)

Just-In-Time Learning Based Functional Spectral Data Modeling for In-Situ Measurement of Slurry Component Concentrations via Infrared Spectroscopy. - Jingxiang Liu; Tao Liu 002; Guoqing Mu; Chao Shang 002 (IEEE Trans. Instrum. Meas., 2023)

Attention-based Dynamic Latent Variable Modeling Method for Process Monitoring. - Jingxiang Liu; Weimin Zhu; Guoqing Mu; Jie Hou; Junhui Chen (ASCC, 2024)

Enhancing Fault Sample Generation Through Physical Knowledge Guidance. - Guoqing Mu; Ching-Lien Liu; Li Zhu; Junghui Chen (ASCC, 2024)

A concise subspace projection based meta-learning method for fast modeling and monitoring in multi-grade semiconductor process. - Jingxiang Liu; Weimin Zhu; Guoqing Mu; Chun-I Chen; Junghui Chen (Comput. Ind. Eng., 2024)

A method of hybrid dilated and global convolution networks for pavement crack detection. - Zhong Qu; Ming Li; Bin Yuan; Guoqing Mu (Multim. Syst., 2024)

Data-Driven Power Prediction for Proton Exchange Membrane Fuel Cell Reactor Systems. - Shuai He; Xuejing Wu; Zexu Bai; Jiyao Zhang; Shinee Lou; Guoqing Mu (Sensors, 2024)

Joint optimization of quality control and maintenance policy for a production system with quality-dependent failures. - Jingjing Wang; Lingyun Luo; Guoqing Mu; Yingying Ma; Chao Ni 011 (Expert Syst. Appl., 2025)

Integrating physical knowledge for generative-based zero-shot learning models in process fault diagnosis. - Guoqing Mu; Ching-Lien Liu; Junghui Chen (Reliab. Eng. Syst. Saf., 2025)

Attention-Driven Supervised Dynamic Latent Variable Models for Monitoring Dynamic Industrial Process. - Jingxiang Liu; Guoqing Mu; Junghui Chen (IEEE Trans. Instrum. Meas., 2025)

A method of hierarchical feature fusion and adaptive receptive field for concrete pavement crack detection. - Zhong Qu; Bin Yuan; Guoqing Mu (Signal Image Video Process., 2025)