Fault diagnosis based on variable-weighted separability-oriented subclass discriminant analysis. - Yong Zeng; Zidi Jia; Wei Liang; Shifu Gu (Comput. Chem. Eng., 2019)

Local class-specific discriminant analysis with variable weighting and its application in fault diagnosis. - Zidi Jia; Yong Zeng; Yuping Zhang; Wei Liang (Comput. Chem. Eng., 2020)

A $T^{2}$-Tensor-Aided Multiscale Transformer for Remaining Useful Life Prediction in IIoT. - Lei Ren 001; Zidi Jia; Xiaokang Wang 001; Jiabao Dong; Wei Wang 016 (IEEE Trans. Ind. Informatics, 2022)

LM-CNN: A Cloud-Edge Collaborative Method for Adaptive Fault Diagnosis With Label Sampling Space Enlarging. - Lei Ren 001; Zidi Jia; Tao Wang 083; Yehan Ma; Li-Hui Wang 001 (IEEE Trans. Ind. Informatics, 2022)

Time-Varying Gaussian Encoder-Based Adaptive Sensor-Weighted Method for Turbofan Engine Remaining Useful Life Prediction. - Lei Ren 001; Haiteng Wang; Zidi Jia; Yuanjun Laili; Lin Zhang 009 (IEEE Trans. Instrum. Meas., 2023)

A Lightweight and Adaptive Knowledge Distillation Framework for Remaining Useful Life Prediction. - Lei Ren 001; Tao Wang 083; Zidi Jia; Fangyu Li; Honggui Han (IEEE Trans. Ind. Informatics, 2023)

A Cloud-Edge Adaptive Framework for Equipment Predictive Maintenance in IIoT. - Zidi Jia; Lei Ren 001 (IECON, 2024)

A hardware acceleration Framework of Reconfigurable Edge Modules for Convolutional Neural Networks. - Yiming Qiao; Zidi Jia; Shixiang Li; Lei Ren 001 (IECON, 2024)

A framework and method for equipment digital twin dynamic evolution based on IExATCN. - Kunyu Wang; Lin Zhang 009; Zidi Jia; Hongbo Cheng; Han Lu; Jin Cui (J. Intell. Manuf., 2024)

Deep Learning for Time-Series Prediction in IIoT: Progress, Challenges, and Prospects. - Lei Ren 001; Zidi Jia; Yuanjun Laili; Di Huang 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

A Contrastive Representation Domain Adaptation Method for Industrial Time-Series Cross-Domain Prediction. - Zidi Jia; Lei Ren 001; Yang Tang (IEEE Trans. Ind. Informatics, 2025)

Industrial Foundation Model. - Lei Ren 001; Haiteng Wang; Jiabao Dong; Zidi Jia; Shixiang Li; Yuqing Wang; Yuanjun Laili; Di Huang 001; Lin Zhang 009; Bo Hu Li 001 (IEEE Trans. Cybern., 2025)

A Two-Stage Privacy-Preserving Domain Adaptation for Industrial Time-Series Prediction. - Zidi Jia; Lei Ren 001; Haiteng Wang; Yuanjun Laili (IEEE Trans. Emerg. Top. Comput. Intell., 2025)