Zidi Jia

Deep Learning for Time-Series Prediction in IIoT: Progress, Challenges, and Prospects

Lei Ren, Zidi Jia, Yuanjun Laili et al. · IEEE Transactions on Neural Networks and Learning Systems · 2023 · 114 citations · Full text

Computing, Computer Science, Supply Chain Management +17

LM-CNN: A Cloud-Edge Collaborative Method for Adaptive Fault Diagnosis With Label Sampling Space Enlarging

Lei Ren, Zidi Jia, Tao Wang et al. · IEEE Transactions on Industrial Informatics · 2022 · 46 citations

Computing, Computer Engineering, Computer Science +17

A Lightweight and Adaptive Knowledge Distillation Framework for Remaining Useful Life Prediction

Lei Ren, Tao Wang, Zidi Jia et al. · IEEE Transactions on Industrial Informatics · 2022 · 43 citations

Computing, Computer Science, Industrial Engineering +17

A $T^{2}$-Tensor-Aided Multiscale Transformer for Remaining Useful Life Prediction in IIoT

Lei Ren, Zidi Jia, Xiaokang Wang et al. · IEEE Transactions on Industrial Informatics · 2022 · 38 citations

Computing, Industrial Engineering, Systems Engineering +10

Industrial Foundation Model

Lei Ren, Haiteng Wang, Jiabao Dong et al. · IEEE Transactions on Cybernetics · 2025 · 23 citations

Engineering, Industrial Engineering, Systems Engineering +17