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IEEE Transactions on Neural Networks and Learning Systems|July 11, 2023
Deep Learning for Time-Series Prediction in IIoT: Progress, Challenges, and ProspectsLei Ren, Zidi Jia, Yuanjun Laili, et al.
IEEE Transactions on Cybernetics|March 11, 2025
Industrial Foundation ModelLei Ren, Haiteng Wang, Jiabao Dong, et al.
IEEE Transactions on Cybernetics|September 27, 2024
Diff-MTS: Temporal-Augmented Conditional Diffusion-Based AIGC for Industrial Time Series Toward the Large Model EraLei Ren, Haiteng Wang, Yuanjun Laili
IEEE Transactions on Neural Networks and Learning Systems|June 17, 2025
ABNN: Adaptive-Gating Binary Neural Network With Dynamic Activation Quantization for Industrial Health Status PredictionLei Ren, Shixiang Li, Haiteng Wang, et al.
IEEE Transactions on Cybernetics|October 28, 2025
Multisource Domain Separation Network for Industrial Intelligent Monitoring in Unseen ConditionsZidi Jia, Lei Ren, Zuo-Jun Max Shen, et al.
IEEE Transactions on Cybernetics|March 21, 2024
Industrial Metaverse for Smart Manufacturing: Model, Architecture, and ApplicationsLei Ren, Jiabao Dong, Lin Zhang, et al.
IEEE Transactions on Neural Networks and Learning Systems|January 10, 2022
MCTAN: A Novel Multichannel Temporal Attention-Based Network for Industrial Health Indicator PredictionLei Ren, Yuxin Liu, Di Huang, et al.
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