| Application of machine learning in fiber nonlinearity modeling and monitoring for elastic optical networks Q Zhuge, X Zeng, H Lun, M Cai, X Liu, L Yi, W Hu Journal of Lightwave Technology 37 (13), 3055-3063, 2019 | 104 | 2019 |
| Building a digital twin for intelligent optical networks [Invited Tutorial] Q Zhuge, X Liu, Y Zhang, M Cai, Y Liu, Q Qiu, X Zhong, J Wu, R Gao, L Yi, ... Journal of Optical Communications and Networking 15 (8), C242-C262, 2023 | 37 | 2023 |
| Machine-learning-based telemetry for monitoring long-haul optical transmission impairments: methodologies and challenges H Lun, X Liu, M Cai, Y Zhang, R Gao, W Hu, L Yi, Q Zhuge Journal of Optical Communications and Networking 13 (10), E94-E108, 2021 | 23 | 2021 |
| ROADM-induced anomaly localization and evaluation for optical links based on receiver DSP and ML H Lun, Y Wu, M Cai, X Liu, R Gao, M Fu, L Yi, W Hu, Q Zhuge Journal of Lightwave Technology 39 (9), 2696-2703, 2021 | 18 | 2021 |
| Modeling EDFA gain: approaches and challenges Y Liu, X Liu, L Liu, Y Zhang, M Cai, L Yi, W Hu, Q Zhuge Photonics 8 (10), 417, 2021 | 16 | 2021 |
| Anomaly localization in optical transmissions based on receiver DSP and artificial neural network H Lun, X Liu, M Cai, MF Fu, Y Wu, L Yi, W Hu, Q Zhuge 2020 Optical Fiber Communications Conference and Exhibition (OFC), 1-3, 2020 | 16 | 2020 |
| GAN based soft failure detection and identification for long-haul coherent transmission systems H Lun, X Liu, M Cai, Y Wu, M Fu, L Yi, W Hu, Q Zhuge 2021 Optical Fiber Communications Conference and Exhibition (OFC), 1-3, 2021 | 15 | 2021 |
| A data-fusion-assisted telemetry layer for autonomous optical networks X Liu, H Lun, R Gao, M Cai, L Yi, W Hu, Q Zhuge Journal of Lightwave Technology 39 (11), 3400-3411, 2021 | 14 | 2021 |
| Soft failure identification in optical networks based on convolutional neural network H Lun, Q Zhuge, M Fu, Y Wu, Q Liu, M Cai, X Zeng, W Hu 45th European Conference on Optical Communication (ECOC 2019), 1-3, 2019 | 14 | 2019 |
| Fusing physics to fiber nonlinearity model for optical networks based on physics-guided neural networks X Liu, Y Fan, Y Zhang, M Cai, L Liu, L Yi, W Hu, Q Zhuge Journal of Lightwave Technology 40 (17), 5793-5802, 2022 | 12 | 2022 |
| Subcarrier-pairing entropy loading for digital subcarrier-multiplexing systems with colored-SNR distributions Q Liu, M Fu, H Jiang, H Ren, M Cai, X Zeng, H Lun, L Yi, W Hu, Q Zhuge Optics Express 29 (18), 28852-28863, 2021 | 12 | 2021 |
| Pilot-aided self-phase modulation noise monitoring based on artificial neural network M Cai, Q Zhuge, H Lun, M Fu, L Yi, W Hu Asia Communications and Photonics Conference, M4A. 9, 2019 | 8 | 2019 |
| Optical filtering impairment monitoring based on artificial neural network in coherent receiver M Cai, H Lun, M Fu, X Liu, L Yi, W Hu, Q Zhuge 2020 Asia Communications and Photonics Conference (ACP) and International …, 2020 | 7 | 2020 |
| Building a digital twin of an EDFA for optical networks: a gray-box modeling approach Y Liu, X Liu, Y Zhang, M Cai, M Fu, X Zhong, L Yi, W Hu, Q Zhuge Journal of Optical Communications and Networking 15 (11), 830-838, 2023 | 6 | 2023 |
| Optical filtering impairment monitoring based on model fusion for optical networks M Cai, X Liu, L Liu, H Lun, L Yi, W Hu, Q Zhuge Optics Express 30 (14), 24639-24654, 2022 | 6 | 2022 |
| Investigation of CCDM implementation in long-haul subcarrier-multiplexing transmissions M Fu, H Lun, Q Liu, X Liu, M Cai, L Yi, W Hu, Q Zhuge Signal Processing in Photonic Communications, SpTh3I. 5, 2020 | 5 | 2020 |
| Auto-DTWave: Digital Twin-Aided Autonomous Optical Network Operation with Continuous Wavelength Loading X Liu, Q Qiu, Y Zhang, M Cai, Y Liu, L Yi, W Hu, Q Zhuge 2024 Optical Fiber Communications Conference and Exhibition (OFC), 1-3, 2024 | 4 | 2024 |
| Efficient fiber nonlinearity compensation for probabilistically shaped signals Y Wu, Q Zhuge, Q Liu, H Lun, M Fu, X Zeng, M Cai, L Yi, W Hu Asia Communications and Photonics Conference, T3B. 2, 2019 | 3 | 2019 |
| Subcarrier-Joint Pre-and Post-Equalization in Digital Subcarrier-Multiplexing Systems with Optical Filtering Impairments Q Liu, M Fu, X Liu, X Zeng, M Cai, H Jiang, Q Qiu, L Yi, W Hu, Q Zhuge Journal of Lightwave Technology, 2024 | 2 | 2024 |
| Online simultaneous modeling and gain profile optimization for multi-pump Raman amplifiers in C+ L-band optical systems X Liu, Y Zhang, Y Liu, M Cai, L Yi, W Hu, Q Zhuge 49th European Conference on Optical Communications (ECOC 2023) 2023, 448-451, 2023 | 2 | 2023 |