Yulin Pan，Mengyue Shi，Weisheng Hu, Lilin Yi Genetic_Algorithm-Driven_Optimization_of_Multi-Tone_Phase_Modulation_Signals_for_SBS_Suppression_in_High-Power_Fiber_Amplifiers

Xudong Wang , Yongxin Xu , Xiaokai Guan , Wenqing Jiang , Mengyue Shi，Weisheng Hu and Lilin Yi A Low-Complexity ONU Activation Scheme for TFDMA Coherent PON Systems

M. Shi, H. Yang, C. Zeng, et al., "Enhancing generalization in neural network-based waveform-level channel modeling for optical fiber transmission through parameter encoding structures," Opt. Express 33, 40851-40867 (2025).

Minghui Shi, Zekun Niu，Hang Yang, et al., "基于深度学习的光传输系统信道波形建模研究进展（特邀）," Research Progress of Channel Waveform Modeling in Optical Transmission System Based on Deep Learning (Invited) 45, 1420016 (2025).

M. Shi, Z. Niu, H. Yang, et al., "Fast and accurate waveform modeling based on sequence-to-sequence framework for multi-channel and high-rate optical fiber transmission," Opt. Lett. 50, 2286-2289 (2025).

Cui, Haitao, et al. "Adaptive phase locking in coherent beam combining with deep reinforcement learning." Optics Express 33.20 (2025): 41653-41663.

Xinyi Ma, Guoqing Pu, Helin Jiang, Weisheng Hu, and Lilin Yi, "Cascaded LSTM with downsampling strategy for fast and accurate modeling of chirped pulse amplification," Opt. Express 33, 53154-53164 (2025)

Yongxin Xu, Xudong Wang, Wenqing Jiang, Xiaokai Guan, Mnengyu Shi, Weisheng Hu LilinYi Joint time delay and frequency offset estimation scheme for multiple ONUs’ activation in point-to-multipoint coherent PONsystem

Xiaokai Guan, Yongxin Xu, Wenqing Jiang, Xudong Wang, ChenYang Han, Weisheng Hu, and LiLin Yi, "Point-to-multipoint coherent PON system modeling based on the diffusion model," Opt. Lett. 50, 3221-3224 (2025)

Yunhao Xie, Xianran Huang, Guozhi Xu, Junzhe Xiao, Mengyue Shi, Weisheng Hu, and Lilin Yi Implementation of 400 Gbps quantum noise stream cipher encryption for 1520 km fiber transmission using end-to-end deep learning

Yong Wu, Guoqing Pu, Chao Luo, Haitao Cui, Weisheng Hu, Lilin Yi,"Harnessing artificial intelligence for coherent beam combination",Optical Fiber Technology, 89, 104019 (2025).

Yong Wu, Xinyu Wang, Guoqing Pu, Xugang Zhang, Chenxu Liu, Kegong Dong, Weisheng Hu Lilin Yi, "Real time fully-digital control scheme for pulse coherent beam combining" Opt. Lett. 49, 6333-6336 (2024).

Zekun Niu, Hang Yang, Lyu Li, Minghui Shi, Guozhi Xu, Wei Hu and Lilin Yi,“Learnable digital signal processing: a new benchmark of linearity compensation for optical fiber communications," Light, Science & Applications, 2024, doi: 10.1038/s41377-024-01556-5.

Zekun Niu, Chenhao Dai, Hang Yang, Chuyan Zeng, Zhixue He, Weisheng Hu and Lilin Yi, "Enhanced mutual information neural estimators for optical fiber communication," Opt. Lett, vol.49, no. 15, pp.4381-4384, 2024, doi: 10.1364/OL.534025.