Design teacher and supervised dual stacked auto-encoders for quality-relevant fault detection in industrial process. - Shifu Yan; Xuefeng Yan (Appl. Soft Comput., 2019)

Data-Driven Two-Dimensional Deep Correlated Representation Learning for Nonlinear Batch Process Monitoring. - Qingchao Jiang; Shifu Yan; Xuefeng Yan; Hui Yi; Furong Gao (IEEE Trans. Ind. Informatics, 2020)

Nonlinear quality-relevant process monitoring based on maximizing correlation neural network. - Shifu Yan; Xuefeng Yan (Neural Comput. Appl., 2021)

Local-Global Modeling and Distributed Computing Framework for Nonlinear Plant-Wide Process Monitoring With Industrial Big Data. - Qingchao Jiang; Shifu Yan; Hui Cheng; Xuefeng Yan (IEEE Trans. Neural Networks Learn. Syst., 2021)

CMMD: Cross-Metric Multi-Dimensional Root Cause Analysis. - Shifu Yan; Caihua Shan; Wenyi Yang; Bixiong Xu; Dongsheng Li 002; Lili Qiu; Jie Tong; Qi Zhang 001 (KDD, 2022)

Neural representations for quality-related kernel learning and fault detection. - Shifu Yan; Lihua Lv; Xuefeng Yan (Soft Comput., 2023)

Data-Driven Soft Sensing for Batch Processes Using Neural Network-Based Deep Quality-Relevant Representation Learning. - Qingchao Jiang; Ziwen Wang; Shifu Yan; Zhixing Cao (IEEE Trans. Artif. Intell., 2023)

Physically-guided temporal diffusion transformer for long-term time series forecasting. - Zeqi Ren; Jianbo Yu; Jian Huang; Xiaofeng Yang; Siyang Leng; Yuping Liu; Shifu Yan (Knowl. Based Syst., 2024)

Fluid catalytic cracking process quality-driven fault detection based on partial least squares and deep feedforward neural network. - Jiandong Yang; Jiangsheng Li; Shifu Yan; Yangfeng Wang; Ying Zhang; Xuefeng Yan (Trans. Inst. Meas. Control, 2024)

Learning Output Relevant Features by Joint Autoencoder. - Shifu Yan; Xuefeng Yan (IEEE Trans. Cybern., 2024)