| DLformer: A dynamic length transformer-based network for efficient feature representation in remaining useful life prediction L Ren, H Wang, G Huang IEEE transactions on neural networks and learning systems, 2023 | 23 | 2023 |
| Time-varying Gaussian Encoder based Adaptive Sensor-Weighted Method for Turbofan Engine Remaining Useful Life Prediction L Ren, H Wang, Z Jia, Y Laili, L Zhang IEEE Transactions on Instrumentation and Measurement, 2023 | 7 | 2023 |
| A Lightweight Group Transformer-Based Time Series Reduction Network for Edge Intelligence and Its Application in Industrial RUL Prediction L Ren, H Wang, T Mo, LT Yang IEEE Transactions on Neural Networks and Learning Systems, 2024 | 6 | 2024 |
| AIGC for Industrial Time Series: From Deep Generative Models to Large Generative Models L Ren, H Wang, Y Tang, C Yang arXiv preprint arXiv:2407.11480, 2024 | 3 | 2024 |
| Diff-MTS: Temporal-Augmented Conditional Diffusion-Based AIGC for Industrial Time Series Toward the Large Model Era L Ren, H Wang, Y Laili IEEE Transactions on Cybernetics, 2024 | | 2024 |
| BTFormer: A BNN-Based Trend-Aware Time-Series Prediction Model for Industrial Intelligence L Ren, S Li, X Wang, H Wang, Y Laili IEEE Transactions on Industrial Informatics, 2024 | | 2024 |
Professor Lei RenBeihang University在 buaa.edu.cn 的电子邮件经过验证
Professor Lei RenBeihang University在 buaa.edu.cn 的电子邮件经过验证
Gao Huang （黄高）Associate Professor, Tsinghua University在 tsinghua.edu.cn 的电子邮件经过验证