80/10Gb/s downstream/upstream capacity multi-wavelength TDM-PON. - Lilin Yi; Zhengxuan Li; Yi Dong; Shilin Xiao; Weisheng Hu (CSNDSP, 2012)

A Sensitivity-Enhanced Refractive Index Sensor Using a Single-Mode Thin-Core Fiber Incorporating an Abrupt Taper. - Jie Shi; Shilin Xiao; Lilin Yi; Meihua Bi (Sensors, 2012)

Experimental demonstrations of symmetirc 40-Gb/s TWDM-PON. - Lilin Yi; Zhengxuan Li; Meihua Bi; Hao He 007; Wei Wei 030; Shilin Xiao; Weisheng Hu (ICICS, 2013)

Experimental demonstration of a symmetric 40-Gb/s TWDM-PON. - Zhengxuan Li; Lilin Yi; Meihua Bi; Jun Li; Hao He 007; Xuelin Yang; Weisheng Hu (OFC/NFOEC, 2013)

Rayleigh noise suppression with cascaded RSOAs in WDM-PON system. - Hanlin Feng; Shilin Xiao; Lilin Yi; Zhao Zhou; Tao Qi; Weisheng Hu (WOCC, 2013)

Power Efficient Dynamic Bandwidth Allocation Algorithm in OFDMA-PONs. - Weizhi You; Lilin Yi; Silu Huang; Jian Chen; Weisheng Hu (JOCN, 2013)

An ultra-flat rectangular optical filter based on stimulated Brillouin scattering in fibre. - Wei Wei 030; Lilin Yi; Yves Jaouën; Yi Dong; Weisheng Hu (ECOC, 2014)

Comparison of downstream transmitters for high loss budget of long-reach 10G-PON. - Zhengxuan Li; Lilin Yi; Weisheng Hu (OFC, 2014)

A bandwidth-tunable narrowband rectangular optical filter based on stimulated Brillouin scattering. - Wei Wei 030; Lilin Yi; Yan Zhang; Yves Jaouën; Yingxiong Song; Yi Dong; Weisheng Hu (OFC, 2014)

Polarization-insensitive ultra-selective add and drop multiplexer using rectangular Brillouin-based filters. - Wei Wei 030; Lilin Yi; Yves Jaouën; Michel Morvan; Weisheng Hu (ECOC, 2015)

Ultra-selective flexible add-drop multiplexer using rectangular stimulated brillouin scattering filters. - Wei Wei 030; Lilin Yi; Yves Jaouën; Michel Morvan; Weisheng Hu (OFC, 2015)

Ideal rectangular microwave photonic filter with high selectivity based on stimulated brillouin scattering. - Lilin Yi; Wei Wei 030; Yves Jaouën; Weisheng Hu (OFC, 2015)

Transmission of 4×28-Gb/s PAM-4 over 160-km single mode fiber using 10G-class DML and photodiode. - Xiang Li 042; Shiwei Zhou; Honglin Ji; Ming Luo 008; Qi Yang 001; Lilin Yi; Rong Hu; Cai Li; Songnian Fu; Arokiaswami Alphones; Wen-De Zhong; Changyuan Yu (OFC, 2016)

Soft-Stacked PON for Soft C-RAN. - Weisheng Hu; Lilin Yi; Hao He 007; Xuelin Yang; Zhengxuan Li; Meihua Bi; Kuo Zhang; Haiyun Xin; Yuan Liu 001; Weijia Du (JOCN, 2016)

Design and performance evaluation of narrowband rectangular optical filter based on stimulated Brillouin scattering in fiber. - Lilin Yi; Wei Wei 030; Mengyue Shi; Yves Jaouën; Weisheng Hu (Photonic Netw. Commun., 2016)

Intensity-directed Equalizer for Chirp Compensation Enabling DML-based 56Gb/s PAM4 C-band Delivery over 35.9km SSMF. - Kuo Zhang; Qunbi Zhuge; Haiyun Xin; Mohamed H. Morsy-Osman; Eslam El-Fiky; Lilin Yi; Weisheng Hu; David V. Plant (ECOC, 2017)

First demonstration of symmetric 100G-PON in O-band with 10G-class optical devices enabled by dispersion-supported equalization. - Lei Xue; Lilin Yi; Honglin Ji; Peixuan Li; Weisheng Hu (OFC, 2017)

Coherent Bidirectional UDWDM-PON for 1000 ONUs with Real-Time Digital Signal Processing. - Xiang Li 042; Ming Luo 008; Tao Zeng; Lilin Yi; Jie Li; Lingheng Meng; Shaohua Yu (ECOC, 2018)

Transmission of 100Gb/s PAM4 Signals Over 15km Dispersion-Unmanaged SSMF Using a Directly Modulated Laser in C-Band. - Haiyun Xin; Kuo Zhang; Qunbi Zhuge; Lilin Yi; Hao He 007; Weisheng Hu; David V. Plant (ECOC, 2018)

100Gb/s/λ IM-DD PON Using 20G-Class Optical Devices by Machine Learning Based Equalization. - Lilin Yi; Peixuan Li; Tao Liao; Weisheng Hu (ECOC, 2018)

56 Gbps IM/DD PON based on 10G-Class Optical Devices with 29 dB Loss Budget Enabled by Machine Learning. - Peixuan Li; Lilin Yi; Lei Xue; Weisheng Hu (OFC, 2018)

100Gbps IM/DD Transmission over 25km SSMF using 20G-class DML and PIN Enabled by Machine Learning. - Peixuan Li; Lilin Yi; Lei Xue; Weisheng Hu (OFC, 2018)

Demonstration of 10-Gb/s, 5-GHz Spaced Coherent UDWDM-PON with Digital Signal Processing in Real-Time. - Ming Luo 008; Tao Zeng; Lilin Yi; Jie Li; Xiang Li 042; Qi Yang 001; Lei Xue (OFC, 2018)

Programmable and Fast-switchable Passively Harmonic Mode-locking Fiber Laser. - Guoqing Pu; Lilin Yi; Li Zhang 067; Weisheng Hu (OFC, 2018)

SBS-based OEO with High Tuning Resolution and Wide Tuning Range by Selecting Different-order Phase Modulation Sideband as Pump. - Mengyue Shi; Lilin Yi; Weisheng Hu (OFC, 2018)

50-Gb/s TDM-PON Based on 10G-Class Devices by Optics-simplified DSP. - Lei Xue; Lilin Yi; Peixuan Li; Weisheng Hu (OFC, 2018)

Investigation on the Dispersion Tolerance in Dual-drive MZM-based DAC-less Optical PAM4 Transmission. - Kuo Zhang; Qunbi Zhuge; Haiyun Xin; Zhenping Xing; Rui Li 082; Meng Xiang; Sujie Fan; Lilin Yi; Weisheng Hu; David V. Plant (OFC, 2018)

Demonstration of 50Gb/sλ Symmetric PAM4 TDM-PON with 10G-class Optics and DSP-free ONUs in the O-band. - Kuo Zhang; Qunbi Zhuge; Haiyun Xin; Zhenping Xing; Meng Xiang; Sujie Fan; Lilin Yi; Weisheng Hu; David V. Plant (OFC, 2018)

Real-Time Multi-Regime Programmable Mode-Locked Fiber Laser Enabled by Human-Like Algorithm. - Guoqing Pu; Lilin Yi; Li Zhang 067; Weisheng Hu (OFC, 2019)

Real-Time Coherent UDWDM-PON With Dual-Polarization Transceivers in a Field Trial. - Ming Luo 008; Jie Li; Tao Zeng; Lingheng Meng; Lei Xue; Lilin Yi; Xiang Li 042 (JOCN, 2019)

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)

Multi-Dimensional Distribution Matching for Probabilistically Shaped High Order Modulation Format. - Mengfan Fu; Qiaoya Liu; Xiaobo Zeng; Yiwen Wu; Lilin Yi; Weisheng Hu; Qunbi Zhuge (OFC, 2020)

Parallel Bisection-Based Distribution Matching for Probabilistic Shaping. - Mengfan Fu; Qiaoya Liu; Xiaobo Zeng; Yiwen Wu; Lilin Yi; Weisheng Hu; Qunbi Zhuge (OFC, 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)

Neural Network-Based Equalization in High-Speed PONs. - Lilin Yi; Tao Liao; Lei Xue; Weisheng Hu (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)

Automatic mode-locking fiber lasers: progress and perspectives. - Guoqing Pu; Li Zhang 067; Weisheng Hu; Lilin Yi (Sci. China Inf. Sci., 2020)

Optical Fiber Channel Modeling Using Conditional Generative Adversarial Network. - Hang Yang; Zekun Niu; Lilin Yi; Shilin Xiao (CoRR, 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)

Comparative study of cost-effective coherent and direct detection schemes for 100 Gb/s/λ PON. - Yixiao Zhu; Lilin Yi; Bo Yang; Xingang Huang; Jun Shan Wey; Zhuang Ma; Weisheng Hu (JOCN, 2020)

100G PAM-4 PON with 34 dB Power Budget Using Joint Nonlinear Tomlinson-Harashima Precoding and Volterra Equalization. - Lei Xue; Rui Lin 001; Joris Van Kerrebrouck; Lilin Yi; Jiajia Chen 001; Xin Yin (ECOC, 2021)

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)

Low-cost Asymmetric Point-to-multipoint Coherent Architecture for Access Networks. - Yunyun Fan; Mengfan Fu; Xiaomin Liu; Yicheng Xu; Lilin Yi; Weisheng Hu; Qunbi Zhuge (OFC, 2022)

Transmission of Tb/s CPRI-equivalent Rate Using Coherent Digital-Analog Radio-over-Fiber (DA-RoF) System. - Qunbi Zhuge; Yicheng Xu; Yunyun Fan; Xiaobo Zeng; Mengfan Fu; Lilin Yi; Weisheng Hu; Xiang Liu (OFC, 2022)

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)

A flat-top Seed Source Using Binarized Multi-frequency signals Modulation for High-Power Fiber Lasers. - Jie Li; Mengyue Shi; Yong Wu; Zhangli Wu; Weisheng Hu; Lilin Yi (OECC/PSC, 2022)

Fast and accurate waveform modeling of long-haul multi-channel optical fiber transmission using a hybrid model-data driven scheme. - Hang Yang; Zekun Niu; Haochen Zhao; Shilin Xiao; Weisheng Hu; Lilin Yi (CoRR, 2022)

A Grey-box Launch-profile Aware Model for C+L Band Raman Amplification. - Yihao Zhang; Xiaomin Liu; Yichen Liu 004; Lilin Yi; Weisheng Hu; Qunbi Zhuge (CoRR, 2022)

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)

Point-to-Multipoint Coherent Architecture with Joint Resource Allocation for B5G/6G Fronthaul. - Yunyun Fan; Mengfan Fu; Hexun Jiang; Xiaomin Liu; Qiaoya Liu; Yicheng Xu; Lilin Yi; Weisheng Hu; Qunbi Zhuge (IEEE Wirel. Commun., 2022)

Digital Pre-Distortion Coefficients Identification Using Gauss-Newton Based Direct Learning Architecture. - Hexun Jiang; Mengfan Fu; Yixiao Zhu; Lilin Yi; Weisheng Hu; Qunbi Zhuge (OFC, 2023)

Constellation Independent Look-up Table Enabled Digital Predistortion for Digital-Analog Radio-over-Fiber System. - Xiaobo Zeng; Yixiao Zhu; Yicheng Xu; Mengfan Fu; Hexun Jiang; Lilin Yi; Weisheng Hu; Qunbi Zhuge (OFC, 2023)

Building a digital twin of an EDFA for optical networks: a gray-box modeling approach. - Yichen Liu 004; Xiaomin Liu; Yihao Zhang; Meng Cai; Mengfan Fu; Xueying Zhong; Lilin Yi; Weisheng Hu; Qunbi Zhuge (JOCN, 2023)

Demonstration of ROADM Status Visualization Based on Receiver DSP and Digital Twin Modeling. - Meng Cai; Xiaomin Liu; Mengfan Fu; Xiaobo Zeng; Yichen Liu 004; Yihao Zhang; Lilin Yi; Weisheng Hu; Qunbi Zhuge (OFC, 2024)

End-to-End Joint Digital and Optical Signal Processing Enabled by Interpretable Deep Learning for Coherent Optical Communication Systems. - Qiaoya Liu; Mengfan Fu; Xiaomin Liu; Lilin Yi; Weisheng Hu; Qunbi Zhuge (OFC, 2024)

Auto-DTWave: Digital Twin-Aided Autonomous Optical Network Operation with Continuous Wavelength Loading. - Xiaomin Liu; Qizhi Qiu; Yihao Zhang; Meng Cai; Yichen Liu 004; Lilin Yi; Weisheng Hu; Qunbi Zhuge (OFC, 2024)

Preamble Design for Joint Frame Synchronization, Frequency Offset Estimation and Channel Estimation in Burst Mode Coherent PONs. - Yongxin Sun; Hexun Jiang; Lilin Yi; Weisheng Hu; Qunbi Zhuge (OFC, 2024)

Enhancing Generalization in Neural Channel Model for Optical Fiber WDM Transmission through Learned Encoding of System Parameters. - Chuyan Zeng; Zekun Niu; Hang Yang; Minghui Shi; Weisheng Hu; Lilin Yi (OFC, 2024)

Improved Physics-based Raman Amplifier Model in C+L Networks through Input Parameter Refinement. - Yihao Zhang; Xiaomin Liu; Qizhi Qiu; Yichen Liu 004; Lilin Yi; Weisheng Hu; Qunbi Zhuge (OFC, 2024)

Heuristic Optimization of Amplifier Reconfiguration Process for Autonomous Driving Optical Networks. - Qizhi Qiu; Xiaomin Liu; Yihao Zhang; Lilin Yi; Weisheng Hu; Qunbi Zhuge (CoRR, 2024)

Improve the Fitting Accuracy of Deep Learning for the Nonlinear Schrödinger Equation Using Linear Feature Decoupling Method. - Yunfan Zhang; Zekun Niu; Minghui Shi; Weisheng Hu; Lilin Yi (CoRR, 2024)

Low-complexity end-to-end deep learning framework for 100G-PON. - Yongxin Xu; Xiaokai Guan; Wenqing Jiang; Xudong Wang; Weisheng Hu; Lilin Yi (J. Opt. Commun. Netw., 2024)

Mapping-finding input-parameter refinement paradigm for a dynamic multiband optical network digital twin: the Raman amplifier modeling case. - Yihao Zhang; Xiaomin Liu; Qizhi Qiu; Yichen Liu 004; Lilin Yi; Weisheng Hu; Qunbi Zhuge (J. Opt. Commun. Netw., 2024)

Joint Pre- and Post-Learned Perturbation Nonlinearity Compensation Optimization for Long-haul Optical Fiber Transmission Based on End-to-end Deep Learning. - Lyu Li; Zekun Niu; Junzhe Xiao; Weisheng Hu; Lilin Yi (OFC, 2025)

First Field Trial of LLM-Powered AI Agent for Lifecycle Management of Autonomous Driving Optical Networks. - Xiaomin Liu; Qizhi Qiu; Yihao Zhang; Yuming Cheng; Lilin Yi; Weisheng Hu; Qunbi Zhuge (OFC, 2025)

TrustOPT: Trusted Online Optimization for Autonomous Driving Optical Networks with Field-Trial Demonstration. - Qizhi Qiu; Xiaomin Liu; Yihao Zhang; Lilin Yi; Weisheng Hu; Qunbi Zhuge (OFC, 2025)

Adaptive Step-Size Digital Back-Propagation for Ultra-High Baud Unrepeatered Systems with Raman Amplification. - Zhiyuan Yang; Mengfan Fu; Xi Chen; Lilin Yi; Weisheng Hu; Qunbi Zhuge (OFC, 2025)

SAMA-IR: Comprehensive Input Refinement Methodology for Optical Networks with Field-Trial Validation. - Yihao Zhang; Qizhi Qiu; Xiaomin Liu; Jiaping Wu; Lilin Yi; Weisheng Hu; Qunbi Zhuge (ONDM, 2025)

First Field-Trial Demonstration of L4 Autonomous Optical Network for Distributed AI Training Communication: An LLM-Powered Multi-AI-Agent Solution. - Yihao Zhang; Qizhi Qiu; Xiaomin Liu; Dianxuan Fu; Xingyu Liu; Leyan Fei; Yuming Cheng; Lilin Yi; Weisheng Hu; Qunbi Zhuge (CoRR, 2025)