A shallow mirror transformer for subject-independent motor imagery BCI. - Jing Luo 006; Yaojie Wang; Shuxiang Xia; Na Lu; Xiaoyong Ren; Zhenghao Shi; Xinhong Hei 001 (Comput. Biol. Medicine, 2023)

Expeditious Hyperspectral Image Classification With Inner and Outer Layered Transformer Using Feature Enhancement. - Qianhui Sun; Xiaohua Zhang; Hongyun Meng; Shuxiang Xia; Licheng Jiao (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Two-Stream Networks for Contrastive Learning in Hyperspectral Image Classification. - Shuxiang Xia; Xiaohua Zhang; Hongyun Meng; Jiaxin Fan; Licheng Jiao (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Ternary Modality Contrastive Learning for Hyperspectral and LiDAR Data Classification. - Shuxiang Xia; Xiaohua Zhang; Hongyun Meng; Licheng Jiao (IEEE Trans. Geosci. Remote. Sens., 2024)

CenterFormer: A Center Spatial-Spectral Attention Transformer Network for Hyperspectral Image Classification. - Chenjing Jia; Xiaohua Zhang; Hongyun Meng; Shuxiang Xia; Licheng Jiao (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

A Novel Transformer-KAN Network Utilizes Multimodality Contrastive Learning and Mask Reconstruction for Remote Sensing Classification. - Shuxiang Xia; Xiaohua Zhang; Hongyun Meng; Licheng Jiao (IEEE Trans. Geosci. Remote. Sens., 2025)