Image Smoothing via Multiscale Global Perception. - Xuyi He; Yuhui Quan; Yong Xu 007; Ruotao Xu (IEEE Signal Process. Lett., 2024)

A Universal Scale-Adaptive Deformable Transformer for Image Restoration across Diverse Artifacts. - Xuyi He; Yuhui Quan; Ruotao Xu; Hui Ji (CVPR, 2025)

Image debanding using cross-scale invertible networks with banded deformable convolutions. - Yuhui Quan; Xuyi He; Ruotao Xu; Yong Xu 007; Hui Ji (Neural Networks, 2025)