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)

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)

Heuristic-based optimization framework for customizable design of long-haul data center interconnect networks. - Ruoxuan Gao; Yihao Zhang; Xiaomin Liu; Minggang Chen; Fangchao Li; Xiang Li; Lilin Yi; Weisheng Hu; Qunbi Zhuge (JOCN, 2022)

Building a digital twin for intelligent optical networks [Invited Tutorial]. - Qunbi Zhuge; Xiaomin Liu; Yihao Zhang; Meng Cai; Yichen Liu 004; Qizhi Qiu; Xueying Zhong; Jiaping Wu; Ruoxuan Gao; Lilin Yi; Weisheng Hu (JOCN, 2022)

Seamless Upgrade from C+L to C+L+S Bands in Optical Networks with Interim Lightpath Re-Allocation. - Ruoxuan Gao; Ramanuja Kalkunte; Forough Shirin Abkenar; Sifat Ferdousi; Memedhe Ibrahimi; Massimo Tornatore; Biswanath Mukherjee (ONDM, 2025)