Packet Header Recognition Utilizing an All-Optical Reservoir Based on Reinforcement-Learning-Optimized Double-Ring Resonator. - Zheng Li; Xiaoyan Zhou; Zongze Li; Guanju Peng; Yuhao Guo; Lin Zhang (CoRR, 2023)

Denoising in Mode Conversion by Utilizing Diffractive Deep Neural Networks Optimized with Reinforcement Learning. - Zheng Li; Wenbo Zhang; Yang Wang; Guanju Peng; Zongze Li; Xiaoyan Zhou; Lin Zhang (OFC, 2024)

All-Optical Nonlinear Diffractive Deep Network for Ultrafast Image Denoising. - Xiaoling Zhou; Zhemg Lee; Wei Ye 004; Rui Xie 003; Wenbo Zhang; Guanju Peng; Zongze Li; Shikun Zhang (CVPR, 2025)