CrossDehaze: Scaling Up Image Dehazing with Cross-Data Vision Alignment and Augmentation. - Yukai Shi; Zhipeng Weng; Yupei Lin; Cidan Shi; Xiaojun Yang; Liang Lin (CoRR, 2024)

NiteDR: Nighttime Image De-Raining With Cross-View Sensor Cooperative Learning for Dynamic Driving Scenes. - Cidan Shi; Lihuang Fang; Han Wu; Xiaoyu Xian; Yukai Shi; Liang Lin (IEEE Trans. Multim., 2024)

Scaling Up Single Image Dehazing Algorithm by Cross-Data Vision Alignment for Richer Representation Learning and Beyond. - Yukai Shi; Zhipeng Weng; Yupei Lin; Cidan Shi; Xingyuan Guo; Xiaojun Yang; Liang Lin (IEEE Trans. Instrum. Meas., 2025)

CrossFuse: Learning Infrared and Visible Image Fusion by Cross-Sensor Top-K Vision Alignment and Beyond. - Yukai Shi; Cidan Shi; Zhipeng Weng; Yin Tian; Xiaoyu Xian; Liang Lin (IEEE Trans. Circuits Syst. Video Technol., 2025)