| 2025 | PRICAI | SFormer: SNR-Guided Transformer for Underwater Image Enhancement from the Frequency Domain. | Xin Tian, Yingtie Lei, Xiujun Zhang, Zimeng Li, Chi-Man Pun, Xuhang Chen |
| 2025 | WACV | 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 |
| 2024 | DSAA | 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, Chi-Man Pun |
| 2024 | IJCNN | Implicit Multi-Spectral Transformer: An Lightweight and Effective Visible to Infrared Image Translation Model. | Yijia Chen, Pinghua Chen, Xiangxin Zhou, Yingtie Lei, Ziyang Zhou, Mingxian Li |
| 2024 | IJCNN | ShaDocFormer: A Shadow-Attentive Threshold Detector With Cascaded Fusion Refiner for Document Shadow Removal. | Weiwen Chen, Yingtie Lei, Shenghong Luo, Ziyang Zhou, Mingxian Li, Chi-Man Pun |
| 2024 | IJCNN | UWFormer: Underwater Image Enhancement via a Semi-Supervised Multi-Scale Transformer. | Weiwen Chen, Yingtie Lei, Shenghong Luo, Ziyang Zhou, Mingxian Li, Chi-Man Pun |
| 2024 | SMC | DocDeshadower: Frequency-Aware Transformer for Document Shadow Removal. | Ziyang Zhou, Yingtie Lei, Xuhang Chen, Shenghong Luo, Wenjun Zhang, Chi-Man Pun, Zhen Wang |