| Flexible optical network enabled proactive cross-layer restructuring for 5G/B5G backhaul network with machine learning engine R Gu, Y Qu, M Lian, H Li, Z Wang, Y Zhu, Q Guo, J Yang, D Wang, Y Ji 2020 Optical Fiber Communications Conference and Exhibition (OFC), 1-3, 2020 | 13 | 2020 |
| Flexible optical network enabled hybrid recovery for edge network with reinforcement learning M Lian, R Gu, Y Qu, Z Wang, Y Ji Optical Fiber Communication Conference, M1A. 2, 2020 | 8 | 2020 |
| Dynamic slicing of multidimensional resources in DCI-EON with penalty-aware deep reinforcement learning M Lian, Y Zhao, Y Li, A Nag, J Zhang Journal of Optical Communications and Networking 16 (2), 112-126, 2024 | 2 | 2024 |
| A Protection Method Based on Shared Slice with Multidimensional Resource in Optical Networks S Ma, M Lian, X Li, Y Zhao 2023 Asia Communications and Photonics Conference/2023 International …, 2023 | | 2023 |
| Risk Prediction-Based Dynamic Resource Allocation in Optical Communication Networks for Multi-energy Power System B Zhu, M Lian, X Guo, Y Zhao, J Zhang 2022 Asia Communications and Photonics Conference (ACP), 418-421, 2022 | | 2022 |
| Capacity Expansion based Network Failure Recovery with Genetic Algorithm G Zhang, X Kang, Y Wang, M Lian, Y Wang, R Gu, H Ding 2019 18th International Conference on Optical Communications and Networks …, 2019 | | 2019 |
| An improved tracking model based on self-adaptive Kalman filter M Lian, Y Sun 2016 4th International Conference on Machinery, Materials and Information …, 2017 | | 2017 |
