R3D-SWIN: Use Shifted Window Attention for Single-View 3D Reconstruction. - Chenhuan Li; Meihua Xiao; Zehuan Li; Fangping Chen; Shanshan Qiao; Dingli Wang; Mengxi Gao; Siyi Zhang 009 (CoRR, 2023)

Axis-Based Transformer UNet for RGB Remote Sensing Image Denoising. - Zhiliang Zhu 003; Siyi Zhang 009; Leiningxin Qiu; Hui Wang 091; Guoliang Luo (IEEE Signal Process. Lett., 2024)

Mamba-Based Unet for Hyperspectral Image Denoising. - Zhiliang Zhu 003; Yongyuan Chen; Siyi Zhang 009; Guoliang Luo; Jiyong Zeng (IEEE Signal Process. Lett., 2025)

Forecasting of exchange rate time series based on event-aware transformer mode. - Siyi Zhang 009; Tong Che; Zhiliang Zhu 003; Guoliang Luo; Ping Feng (Soft Comput., 2025)