Analysis of Motor Imagery EEG Signals Based on Multi-Modal Spatio-Temporal Contrastive Learning. - Qiaoli Zhou; Yongqiang Shi; Xiyuan Ye (IJCNN, 2024)

A fast differential network with adaptive reference sample for gaze estimation. - Jiahui Hu; Yonghua Lu; Xiyuan Ye; Qiang Feng; Lihua Zhou (Comput. Vis. Image Underst., 2024)

Generative Adversarial Network with Adaptive Synthesis for Brain-Computer Interfaces in Motor Imagery Classification. - Qiaoli Zhou; Xiyuan Ye; Shurui Li 003; Yi Zhao; Qiang Du 002; Li Ke 001 (ICASSP, 2025)

Enhancing sleep stage classification through simultaneous time-frequency tokenization. - Qiaoli Zhou; Shurui Li 003; Xiyuan Ye; Xiaoqiang Shi; Qiang Du 002; Li Ke 001 (Biomed. Signal Process. Control., 2025)

CD3Net: A Contrastive Diffusion Model with Domain Adaptive Data Synthetic Network for Motor Imagery and Emotion classification. - Qiaoli Zhou; Xiyuan Ye; Shurui Li 003; Qiang Du 002; Li Ke 001 (Biomed. Signal Process. Control., 2025)

VSC-Net: Versatile spatiotemporal convolution network with multi-sensor signals for remaining useful life prediction of mechanical systems. - Zhan Gao; Yumeng Lei; Jun Wu 012; Weixiong Jiang; Yuanhang Wang; Xiyuan Ye (Inf. Fusion, 2025)