Shi Mengyue, a postdoctoral fellow in the LIFE research group, won the National Natural Science Foundation of China Youth Fund Project, and the research topic is "Research on High Nonlinear Threshold Fiber Laser Based on Fine Spectrum Control".

On January 6, 2023, the optical communication simulation software jointly sponsored by the Optical Communication Committee of the Chinese Society of Communications, Pengcheng Laboratory, the State Key Laboratory of Regional Optical Fiber Communication Networks and New Optical Communication Systems, and the School of Electronic Information and Electrical Engineering of Shanghai Jiao Tong University The development seminar and the conference of the open source simulation platform for intelligent optical transmission were successfully held online and achieved complete success.

Recently, Professor Lilin Yi 's research group (LIFE, Laboratory of intelligent fiber ecosystem) from the Department of Electronic Engineering of Shanghai Jiao Tong University constructed a white-box machine learning algorithm based on the traditional physical model - Volterra-inspired neural network equalizer (Volterra-inspired neural network equalizer) network equalizer, VINN)...

The research group of Professor Lilin Yi , Department of Electronic Engineering, Shanghai Jiaotong University (LIFE, Laboratory of intelligent fiber ecosystem) proposed a low-complexity ultrafast pulse nonlinear dynamic flexible prediction based on model-data hybrid drive, using a one-dimensional convolutional network (CNN )’s feature-decoupled modeling scheme....

The research group of Professor Lilin Yi from the Department of Electronic Engineering, Shanghai Jiaotong University (LIFE, Laboratory of intelligent fiber ecosystem) studied the automatic structure search algorithm of the Volterra equalizer based on deep reinforcement learning, and discussed the feedforward type, feedback type and their corresponding pruning types. The performance and complexity limit of Volterra equalizers.