| Cost-effective improvement of the performance of AWG-based FBG wavelength interrogation via a cascaded neural network S Chen, F Yao, S Ren, G Wang, M Huang Optics Express 30 (5), 7647-7663, 2022 | 40 | 2022 |
| Prompt Federated Learning for Weather Forecasting: Toward Foundation Models on Meteorological Data S Chen, G Long, T Shen, J Jiang (IJCAI) The 32nd International Joint Conference on Artificial Intelligence, 2023 | 22 | 2023 |
| Fabry-Perot interferometric sensor demodulation system utilizing multi-peak wavelength tracking and neural network algorithm S Chen, F Yao, S Ren, J Yang, Q Yang, S Yuan, G Wang, M Huang Optics express 30 (14), 24461-24480, 2022 | 21 | 2022 |
| Federated Prompt Learning for Weather Foundation Models on Devices S Chen, G Long, T Shen, J Jiang, C Zhang (IJCAI) The 33rd International Joint Conference on Artificial Intelligence, 2024 | 16* | 2024 |
| Interpretable CNN-Multilevel Attention Transformer for Rapid Recognition of Pneumonia from Chest X-Ray Images S Chen, S Ren, G Wang, M Huang, C Xue IEEE Journal of Biomedical and Health Informatics 28 (2), 753 - 764, 2024 | 15 | 2024 |
| Reconstruction of Fabry-Perot interferometric sensor spectrum from extremely sparse sampling points using dense neural network S Chen, S Ren, J Yang, F Yao, Q Yang, L Wang, G Wang, M Huang IEEE Photonics Technology Letters 34 (24), 1337-1340, 2022 | 14 | 2022 |
| TempEE: Temporal-Spatial Parallel Transformer for Radar Echo Extrapolation Beyond Auto-Regression S Chen, T Shu, H Zhao, G Zhong, X Chen IEEE Transactions on Geoscience and Remote Sensing 61, 5108914, 2023 | 13 | 2023 |
| Foundation models for weather and climate data understanding: A comprehensive survey S Chen, G Long, J Jiang, D Liu, C Zhang arXiv preprint arXiv:2312.03014, 2023 | 12 | 2023 |
| Improvement of fiber Bragg grating wavelength demodulation system by cascading generative adversarial network and dense neural network S Li, S Ren, S Chen, B Yu Applied Sciences 12 (18), 9031, 2022 | 12 | 2022 |
| High-efficiency FBG array sensor interrogation system via a neural network working with sparse data S Ren, S Chen, J Yang, J Wang, Q Yang, C Xue, G Wang, M Huang Optics Express 31 (5), 8937-8952, 2023 | 11 | 2023 |
| Space target classification with corrupted HRRP sequences based on temporal–spatial feature aggregation network YP Zhang, L Zhang, L Kang, H Wang, Y Luo, Q Zhang IEEE Transactions on Geoscience and Remote Sensing 61, 1-18, 2023 | 10 | 2023 |
| Dynamic multiscale fusion generative adversarial network for radar image extrapolation S Chen, T Shu, H Zhao, Q Wan, J Huang, C Li IEEE Transactions on Geoscience and Remote Sensing 60, 1-11, 2022 | 10 | 2022 |
| Microstructured optical fibers based hybrid Fabry–Pérot interferometer structure for improved strain sensing by Vernier effect Y Kong, Y Ruan, H Ebendorff-Heidepriem, Z Xu, X Shu IEEE Transactions on Instrumentation and Measurement 71, 1-14, 2022 | 9 | 2022 |
| MASK-CNN-Transformer for real-time multi-label weather recognition S Chen, T Shu, H Zhao, YY Tang Knowledge-Based Systems 278, 110881, 2023 | 8 | 2023 |
| Efficient calculation of optical properties of suspended-core fiber via a machine learning algorithm S Yuan*, S Chen*, J Yang, Q Yang, S Ren, G Wang, B Yu Applied Optics 61 (19), 5714-5721, 2022 | 8 | 2022 |
| Unsupervised representation learning-based spectrum reconstruction for demodulation of Fabry–Pérot interferometer sensor S Ren, S Chen, H Xu, X Hou, Q Yang, G Wang, C Shen IEEE Sensors Journal 23 (12), 13810-13816, 2023 | 7 | 2023 |
| Collaborative photonic crystal fiber property optimization: A new paradigm for reverse design S Chen, X Wang, S Ren, J Yang, Y Zhang, G Wang IEEE Photonics Technology Letters, 2023 | 6 | 2023 |
| Semi-supervised deep learning model for efficient computation of optical properties of suspended-core fibers G Wang, S Ren, S Li, S Chen, B Yu Sensors 22 (18), 6751, 2022 | 6 | 2022 |
| Dual-parameter demodulation of fbg-fpi cascade sensors via sparse samples: A deep learning-based perspective H Xu, S Chen, S Ren, X Hou, G Wang, C Shen IEEE Sensors Journal, 2023 | 5 | 2023 |
| Integrated and robust Fabry–Perot humidity sensor based on metal–organic framework onto fiber-optic facet S Liu, X Zhang, Q Wang, S Chen, F Wang, J Wang, G Wang, W Yang, ... IEEE Sensors Journal 23 (12), 12906-12914, 2023 | 4 | 2023 |
Guodong LongAssociate Professor, Faculty of Engineering and IT, University of Technology Sydney在 uts.edu.au 的电子邮件经过验证
