A Meta-learning-assisted Training Framework for AI Deployment in Optical Networks. - Xiaomin Liu; Huazhi Lun; Mengfan Fu; Qizhi Qiu; Lilin Yi; Weisheng Hu; Qunbi Zhuge (ECOC, 2020)

A Three-Stage Training Framework for Customizing Link Models for Optical Networks. - Xiaomin Liu; Huazhi Lun; Mengfan Fu; Yunyun Fan; Lilin Yi; Weisheng Hu; Qunbi Zhuge (OFC, 2020)

Machine Learning Based Fiber Nonlinear Noise Monitoring for Subcarrier-Multiplexing Systems. - Xiaomin Liu; Huazhi Lun; Mengfan Fu; Lilin Yi; Weisheng Hu; Qunbi Zhuge (OFC, 2020)

Anomaly Localization in Optical Transmissions Based on Receiver DSP and Artificial Neural Network. - Huazhi Lun; Xiaomin Liu; Meng Cai; Mengfan Fu; Yiwen Wu; Lilin Yi; Weisheng Hu; Qunbi Zhuge (OFC, 2020)

DSP-Aided Telemetry in Monitoring Linear and Nonlinear Optical Transmission Impairments. - Qunbi Zhuge; Xiaomin Liu; Huazhi Lun; Mengfan Fu; Lilin Yi; Weisheng Hu (OFC, 2020)

An overview of ML-based applications for next generation optical networks. - Ruoxuan Gao; Lei Liu; Xiaomin Liu; Huazhi Lun; Lilin Yi; Weisheng Hu; Qunbi Zhuge (Sci. China Inf. Sci., 2020)

A Data-Fusion-Assisted Telemetry Layer for Autonomous Optical Networks. - Xiaomin Liu; Huazhi Lun; Ruoxuan Gao; Meng Cai; Lilin Yi; Weisheng Hu; Qunbi Zhuge (CoRR, 2020)

GAN Based Soft Failure Detection and Identification for Long-haul Coherent Transmission Systems. - Huazhi Lun; Xiaomin Liu; Meng Cai; Yiwen Wu; Mengfan Fu; Lilin Yi; Weisheng Hu; Qunbi Zhuge (OFC, 2021)

Machine-learning-based telemetry for monitoring long-haul optical transmission impairments: methodologies and challenges [Invited]. - Huazhi Lun; Xiaomin Liu; Meng Cai; Yihao Zhang; Ruoxuan Gao; Weisheng Hu; Lilin Yi; Qunbi Zhuge (JOCN, 2021)

Investigation of Decision-based Feedback Carrier Phase Recovery for High-order QAM Signals. - Hexun Jiang; Mengfan Fu; Xiaobo Zeng; Huazhi Lun; Lei Liu; Lilin Yi; Weisheng Hu; Qunbi Zhuge (OECC/PSC, 2022)

Practical Performance Analysis of MDI-QKD with Orbital Angular Momentum on UAV Relay Platform. - Dan Wu; Jiahao Li; Lan Yang; Zhifeng Deng; Jie Tang; Yuexiang Cao; Ying Liu; Haoran Hu; Ya Wang; Huicun Yu; Jiahua Wei; Huazhi Lun; et al. (Entropy, 2024)