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IEEE Transactions on Neural Networks and Learning Systems|April 8, 2023
DLformer: A Dynamic Length Transformer-Based Network for Efficient Feature Representation in Remaining Useful Life PredictionLei Ren, Haiteng Wang, Gao Huang
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 Neural Networks and Learning Systems|June 23, 2025
MetaIndux-TS: Frequency-Aware AIGC Foundation Model for Industrial Time SeriesHaiteng Wang, Lei Ren, Yikang Li, et al.
IEEE Transactions on Neural Networks and Learning Systems|January 3, 2024
A Lightweight Group Transformer-Based Time Series Reduction Network for Edge Intelligence and Its Application in Industrial RUL PredictionLei Ren, Haiteng Wang, Tingyu Mo, et al.
IEEE Transactions on Cybernetics|March 11, 2025
Industrial Foundation ModelLei Ren, Haiteng Wang, Jiabao Dong, et al.
Physical Review Letters|June 2, 2023
Non-Abelian Inverse Anderson TransitionsWeixuan Zhang, Haiteng Wang, Houjun Sun, et al.
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