| 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 |
| 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 | 22 | 2022 |
| 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, 2023 | 19 | 2023 |
| 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 |
| 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 | 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 |
| 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 | 8 | 2023 |
| 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 | 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 |
| 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 |
| Free lunch for federated remote sensing target fine-grained classification: A parameter-efficient framework S Chen, T Shu, H Zhao, J Wang, S Ren, L Yang Knowledge-Based Systems 294, 111694, 2024 | 3 | 2024 |
| A distributed photonic crystal fiber reverse design framework based on multi-source knowledge fusion S Ren, S Chen, J Wang, H Xu, X Hou, M Huang, J Liu, G Wang Optical Fiber Technology 84, 103718, 2024 | 3 | 2024 |
| High-performance and low-cost FBG strain sensor demodulation system assisted by artificial neural network algorithm S Chen, F Yao, S Ren, J Yang, Q Yang, G Wang, M Huang Optical Fiber Sensors, W4. 12, 2022 | 3 | 2022 |
| Fabrication and demodulation for sensitivity enhanced fiber Fabry-Pérot sensor based on hookean effect Q Yang, S Chen, Z Liu, L Liu, S Zhang, S Ren, L Lv, G Wang, C Shen IEEE Sensors Journal, 2023 | 2 | 2023 |
| CMT: Interpretable Model for Rapid Recognition Pneumonia from Chest X-Ray Images by Fusing Low Complexity Multilevel Attention Mechanism S Chen, S Ren, G Wang, M Huang, C Xue arXiv preprint arXiv:2210.16584, 2022 | 2 | 2022 |
| Ensemble learning for retinal disease recognition under limited resources J Wang, H Peng, S Chen, S Ren Medical & Biological Engineering & Computing, 1-14, 2024 | 1 | 2024 |
| Less is more: Ensemble Learning for Retinal Disease Recognition Under Limited Resources J Wang, H Peng, S Chen, S Ren arXiv preprint arXiv:2402.09747, 2024 | 1 | 2024 |
| Federated Distillation for Medical Image Classification: Towards Trustworthy Computer-Aided Diagnosis S Ren, Y Hu, S Chen, G Wang arXiv preprint arXiv:2407.02261, 2024 | | 2024 |
| Curvature sensing via symmetric fiber ball MZI and neural network with sparse data Q Yang, L Zhou, R Li, SC Liu, LT Lv, SC Chen, SF Ren, G Wang, C Shen Optical Fiber Technology 85, 103800, 2024 | | 2024 |
