Deep Learning Based Cognitive Radio Modulation Parameter Estimation. - Wenxuan Ma 002; Zhuoran Cai (IEEE Access, 2023)

The Performance Analysis of Time Series Data Augmentation Technology for Small Sample Communication Device Recognition. - Zhuoran Cai; Wenxuan Ma 002; Xinrui Wang; Hanhong Wang; Zhongming Feng (IEEE Trans. Reliab., 2023)

A Transformer and Convolution-Based Learning Framework for Automatic Modulation Classification. - Wenxuan Ma 002; Zhuoran Cai; Chuan Wang (IEEE Commun. Lett., 2024)

Lightweight Automatic Modulation Classification Based on Efficient Convolution and Graph Sparse Attention in Low-Resource Scenarios. - Zhuoran Cai; Chuan Wang; Wenxuan Ma 002; Xiangzhen Li; Ruoyu Zhou (IEEE Internet Things J., 2025)