Seeing the Unseen: A Frequency Prompt Guided Transformer for Image Restoration. - Shihao Zhou; Jinshan Pan; Jinglei Shi; Duosheng Chen; Lishen Qu; Jufeng Yang (ECCV (16), 2024)

Harmonizing Light and Darkness: A Symphony of Prior-guided Data Synthesis and Adaptive Focus for Nighttime Flare Removal. - Lishen Qu; Shihao Zhou; Jinshan Pan; Jinglei Shi; Duosheng Chen; Jufeng Yang (CoRR, 2024)

Spread Your Wings: A Radial Strip Transformer for Image Deblurring. - Duosheng Chen; Shihao Zhou; Jinshan Pan; Jinglei Shi; Lishen Qu; Jufeng Yang (CoRR, 2024)

A Polarization-Aided Transformer for Image Deblurring via Motion Vector Decomposition. - Duosheng Chen; Shihao Zhou; Jinshan Pan; Jinglei Shi; Lishen Qu; Jufeng Yang (CVPR, 2025)