Exploring Fourier Prior for Single Image Rain Removal. - Xin Guo 018; Xueyang Fu; Man Zhou; Zhen Huang 007; Jialun Peng; Zheng-Jun Zha (IJCAI, 2022)

Learning Weather-General and Weather-Specific Features for Image Restoration Under Multiple Adverse Weather Conditions. - Yurui Zhu; Tianyu Wang 003; Xueyang Fu; Xuanyu Yang; Xin Guo 018; Jifeng Dai; Yu Qiao 001; Xiaowei Hu 001 (CVPR, 2023)

Exploring Local Sparse Structure Prior for Image Deraining and Desnowing. - Xin Guo 018; Xueyang Fu; Zheng-Jun Zha (IEEE Signal Process. Lett., 2025)

Deep Unfolding Network for Image Desnowing With Snow Shape Prior. - Xin Guo 018; Xi Wang; Xueyang Fu; Zheng-Jun Zha (IEEE Trans. Circuits Syst. Video Technol., 2025)