SMAFormer: Synergistic Multi-Attention Transformer for Medical Image Segmentation. - Fuchen Zheng; Xuhang Chen 002; Weihuang Liu; Haolun Li 001; Yingtie Lei; Jiahui He; Chi-Man Pun; Shoujun Zhou (BIBM, 2024)

UIE-UnFold: Deep Unfolding Network with Color Priors and Vision Transformer for Underwater Image Enhancement. - Yingtie Lei; Jia Yu; Yihang Dong; Changwei Gong; Ziyang Zhou 001; Chi-Man Pun (DSAA, 2024)

Implicit Multi-Spectral Transformer: An Lightweight and Effective Visible to Infrared Image Translation Model. - Yijia Chen; Pinghua Chen; Xiangxin Zhou; Yingtie Lei; Ziyang Zhou 001; Mingxian Li (IJCNN, 2024)

ShaDocFormer: A Shadow-Attentive Threshold Detector With Cascaded Fusion Refiner for Document Shadow Removal. - Weiwen Chen; Yingtie Lei; Shenghong Luo; Ziyang Zhou 001; Mingxian Li; Chi-Man Pun (IJCNN, 2024)

UWFormer: Underwater Image Enhancement via a Semi-Supervised Multi-Scale Transformer. - Weiwen Chen; Yingtie Lei; Shenghong Luo; Ziyang Zhou 001; Mingxian Li; Chi-Man Pun (IJCNN, 2024)

DocDeshadower: Frequency-Aware Transformer for Document Shadow Removal. - Ziyang Zhou 001; Yingtie Lei; Xuhang Chen 002; Shenghong Luo; Wenjun Zhang; Chi-Man Pun; Zhen Wang (SMC, 2024)

High-Fidelity Document Stain Removal via A Large-Scale Real-World Dataset and A Memory-Augmented Transformer. - Mingxian Li; Hao Sun; Yingtie Lei; Xiaofeng Zhang; Yihang Dong; Yilin Zhou; Zimeng Li; Xuhang Chen 002 (WACV, 2025)

CMAMRNet: A Contextual Mask-Aware Network Enhancing Mural Restoration Through Comprehensive Mask Guidance. - Yingtie Lei; Fanghai Yi; Yihang Dong; Weihuang Liu; Xiaofeng Zhang; Zimeng Li; Chi-Man Pun; Xuhang Chen 002 (CoRR, 2025)