Deep Scale-space Mining Network for Single Image Deraining. - Pengpeng Li 001; Jiyu Jin; Guiyue Jin; Lei Fan 004; Xiao Gao; Tianyu Song 003; Xiang Chen 015 (CVPR Workshops, 2022)

Image Deraining Transformer with Sparsity and Frequency Guidance. - Tianyu Song 003; Pengpeng Li 001; Guiyue Jin; Jiyu Jin; Shumin Fan; Xiang Chen 015 (ICME, 2023)

Learning an Effective Transformer for Remote Sensing Satellite Image Dehazing. - Tianyu Song 003; Shumin Fan; Pengpeng Li 001; Jiyu Jin; Guiyue Jin; Lei Fan 004 (IEEE Geosci. Remote. Sens. Lett., 2023)

Dense-Gated Network for Image Super-Resolution. - Shumin Fan; Tianyu Song 003; Pengpeng Li 001; Jiyu Jin; Guiyue Jin; Zhongmin Zhu (Neural Process. Lett., 2023)

Learning a Spiking Neural Network for Efficient Image Deraining. - Tianyu Song 003; Guiyue Jin; Pengpeng Li 001; Kui Jiang; Xiang Chen 015; Jiyu Jin (IJCAI, 2024)

Dual-branch collaborative transformer for effective image deraining. - Xuanyu Qi; Tianyu Song 003; Haobo Dong; Jiyu Jin; Guiyue Jin; Pengpeng Li 001 (J. Vis. Commun. Image Represent., 2024)

Exploring a context-gated network for effective image deraining. - Tianyu Song 003; Pengpeng Li 001; Shumin Fan; Jiyu Jin; Guiyue Jin; Lei Fan 004 (J. Vis. Commun. Image Represent., 2024)

Prompt-Guided Sparse Transformer for Remote Sensing Image Dehazing. - Haobo Dong; Tianyu Song 003; Xuanyu Qi; Guiyue Jin; Jiyu Jin; Ling Ma (IEEE Geosci. Remote. Sens. Lett., 2024)

A Lightweight Cloud and Cloud Shadow Detection Transformer With Prior-Knowledge Guidance. - Shumin Fan; Tianyu Song 003; Guiyue Jin; Jiyu Jin; Qing Li; Xinghui Xia (IEEE Geosci. Remote. Sens. Lett., 2024)

An efficient parallel self-attention transformer for CSI feedback. - Ziang Liu 018; Tianyu Song 003; Ruohan Zhao; Jiyu Jin; Guiyue Jin (Phys. Commun., 2024)

Hybrid CNN-transformer network for efficient CSI feedback. - Ruohan Zhao; Ziang Liu 018; Tianyu Song 003; Jiyu Jin; Guiyue Jin; Lei Fan 004 (Phys. Commun., 2024)

Exploring an efficient frequency-guidance transformer for single image deraining. - Tianyu Song 003; Shumin Fan; Jiyu Jin; Guiyue Jin; Lei Fan 004 (Signal Image Video Process., 2024)

Exploring high-quality image deraining Transformer via effective large kernel attention. - Haobo Dong; Tianyu Song 003; Xuanyu Qi; Jiyu Jin; Guiyue Jin; Lei Fan 004 (Vis. Comput., 2025)