| Intelligent constellation diagram analyzer using convolutional neural network-based deep learning D Wang, M Zhang, J Li, Z Li, J Li, C Song, X Chen Optics express 25 (15), 17150-17166, 2017 | 256 | 2017 |
| Failure prediction using machine learning and time series in optical network Z Wang, M Zhang, D Wang, C Song, M Liu, J Li, L Lou, Z Liu Optics Express 25 (16), 18553-18565, 2017 | 206 | 2017 |
| Hierarchical edge cloud enabling network slicing for 5G optical fronthaul C Song, M Zhang, Y Zhan, D Wang, L Guan, W Liu, L Zhang, S Xu Journal of Optical Communications and Networking 11 (4), B60-B70, 2019 | 93 | 2019 |
| System impairment compensation in coherent optical communications by using a bio-inspired detector based on artificial neural network and genetic algorithm D Wang, M Zhang, Z Li, C Song, M Fu, J Li, X Chen Optics Communications 399, 1-12, 2017 | 51 | 2017 |
| Convolutional neural network-based deep learning for intelligent OSNR estimation on eye diagrams D Wang, M Zhang, Z Li, J Li, C Song, J Li, M Wang 2017 European Conference on Optical Communication (ECOC), 1-3, 2017 | 23 | 2017 |
| Interpretable learning algorithm based on XGBoost for fault prediction in optical network C Zhang, D Wang, C Song, L Wang, J Song, L Guan, M Zhang 2020 Optical Fiber Communications Conference and Exhibition (OFC), 1-3, 2020 | 22 | 2020 |
| Machine learning enabling traffic-aware dynamic slicing for 5G optical transport networks C Song, M Zhang, X Huang, Y Zhan, D Wang, M Liu, Y Rong CLEO: Science and Innovations, JTu2A. 44, 2018 | 22 | 2018 |
| Deep learning based adaptive sequential data augmentation technique for the optical network traffic synthesis J Li, D Wang, S Li, M Zhang, C Song, X Chen Optics express 27 (13), 18831-18847, 2019 | 15 | 2019 |
| Prediction of congestion degree for optical networks based on bp artificial neural network M Liu, M Zhang, W Zhao, C Song, D Wang, Q Li, Z Wang 2017 16th International Conference on Optical Communications and Networks …, 2017 | 13 | 2017 |
| Adaptive failure prediction using long short-term memory in optical network C Zhang, M Wang, M Zhang, D Wang, C Song, L Guan, Z Liu 2019 24th OptoElectronics and Communications Conference (OECC) and 2019 …, 2019 | 11 | 2019 |
| Inter-BBU control mechanism for load balancing in C-RAN-based BBU pool T Duan, M Zhang, Z Wang, C Song 2016 2nd IEEE International Conference on Computer and Communications (ICCC …, 2016 | 8 | 2016 |
| A multi-migration seamless handover scheme for vehicular networks in fog-based 5G optical fronthaul Y Lu, M Zhang, C Song, L Guan, D Wang, S Li, Y Zhan 2019 24th OptoElectronics and Communications Conference (OECC) and 2019 …, 2019 | 5 | 2019 |
| Adaptive traffic data augmentation using generative adversarial networks for optical networks S Li, J Li, M Zhang, D Wang, C Song, X Zhen 2019 Optical Fiber Communications Conference and Exhibition (OFC), 1-3, 2019 | 5 | 2019 |
| Deep learning-based containerization resource management in vehicular fog computing L Yan, M Zhang, C Song, D Wang, J Li, L Guan Asia Communications and Photonics Conference, M4A. 213, 2019 | 4 | 2019 |
| Big-data-driven dynamic clustering and load balancing of virtual base stations for 5G fronthaul network H Lu, M Zhang, M Wang, C Song, D Wang, L Guan 2019 24th OptoElectronics and Communications Conference (OECC) and 2019 …, 2019 | 3 | 2019 |
| Service-aware network slicing supporting delay-sensitive services for 5G fronthaul L Zhang, M Zhang, C Song, L Guan, D Wang, S Guo, W Liu, Y Zhan, S Wu, ... 2018 23rd Opto-Electronics and Communications Conference (OECC), 1-2, 2018 | 3 | 2018 |
| Hierarchical Edge Cloud-based Traffic Offloading Enabling Low-Latency in 5G Optical and Radio Network C Song, M Zhang, Y Zhan, W Liu, L Zhang, D Wang, Z Li, X Chen Asia Communications and Photonics Conference, M3B. 6, 2017 | 3 | 2017 |
| A QoS-aware resource allocation algorithm based on dynamic virtual cluster for PFTTH network L Guan, M Zhang, C Song, D Wang, Z Li, M Liu, H Luo, B Yu 2017 16th International Conference on Optical Communications and Networks …, 2017 | 3 | 2017 |
| Grouped LR-EPON with WDM-OFDM-TDM DBA algorithm and sleep-based energy-efficient mechanism M Zhang, X Liu, C Song, H Zhang 2016 15th International Conference on Optical Communications and Networks …, 2016 | 3 | 2016 |
| Load-aware dynamic traffic migration enabling low latency in hierarchical edge cloud-based 5G fronthaul C Song, M Zhang, L Guan, L Zhang, D Wang, Y Zhan, S Cao, S Wu, J He 2019 Optical Fiber Communications Conference and Exhibition (OFC), 1-3, 2019 | 2 | 2019 |
