Open-World Pose Transfer via Sequential Test-Time Adaption. - Junyang Chen 002; Xiaoyu Xian; Zhijing Yang; Tianshui Chen; Yongyi Lu; Yukai Shi; Jinshan Pan; Liang Lin (CoRR, 2023)

NegVSR: Augmenting Negatives for Generalized Noise Modeling in Real-World Video Super-Resolution. - Yexing Song; Meilin Wang; Xiaoyu Xian; Zhijing Yang; Yuming Fan; Yukai Shi (CoRR, 2023)

NegVSR: Augmenting Negatives for Generalized Noise Modeling in Real-world Video Super-Resolution. - Yexing Song; Meilin Wang; Zhijing Yang; Xiaoyu Xian; Yukai Shi (AAAI, 2024)

Exploring Out-of-Distribution Scene Text Recognition for Driving Scenes with Hybrid Test-Time Adaptation. - Xiaoyu Xian; Jinghui Qin; Yukai Shi; Daxin Tian; Liang Lin (PRCV (1), 2024)

Efficient railway kilometer marker recognition via spatio-temporal slimming and multi-view fusion. - Xiaoyu Xian; Xiaoyu Guo; Yin Tian; Xiang Wei; Daxin Tian (Comput. Commun., 2024)

CROSE: Low-light enhancement by CROss-SEnsor interaction for nighttime driving scenes. - Xiaoyu Xian; Qi Zhou; Jinghui Qin; Xiaojun Yang; Yin Tian; Yukai Shi; Daxin Tian (Expert Syst. Appl., 2024)

Thermal infrared image colorization on nighttime driving scenes with spatially-correlated learning. - Lianpei Wu; Yukai Shi; Yupei Lin; Zhenwei Huang; Xiaoyu Xian (J. Electronic Imaging, 2024)

MirrorDiffusion: Stabilizing Diffusion Process in Zero-Shot Image Translation by Prompts Redescription and Beyond. - Yupei Lin; Xiaoyu Xian; Yukai Shi; Liang Lin (IEEE Signal Process. Lett., 2024)

SIRST-5K: Exploring Massive Negatives Synthesis With Self-Supervised Learning for Robust Infrared Small Target Detection. - Yahao Lu; Yupei Lin; Han Wu; Xiaoyu Xian; Yukai Shi; Liang Lin (IEEE Trans. Geosci. Remote. Sens., 2024)

Diff-Mosaic: Augmenting Realistic Representations in Infrared Small Target Detection via Diffusion Prior. - Yukai Shi; Yupei Lin; Pengxu Wei; Xiaoyu Xian; Tianshui Chen; Liang Lin (IEEE Trans. Geosci. Remote. Sens., 2024)

IDF-CR: Iterative Diffusion Process for Divide-and-Conquer Cloud Removal in Remote-Sensing Images. - Meilin Wang; Yexing Song; Pengxu Wei; Xiaoyu Xian; Yukai Shi; Liang Lin (IEEE Trans. Geosci. Remote. Sens., 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)

DNA Family: Boosting Weight-Sharing NAS With Block-Wise Supervisions. - Guangrun Wang; Changlin Li; Liuchun Yuan; Jiefeng Peng; Xiaoyu Xian; Xiaodan Liang; Xiaojun Chang; Liang Lin (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

An advanced subway train localization system using a vision-based kilometer marker recognition-assisted multi-sensor fusion method. - Xiaoyu Xian; Dan Liu; Daxin Tian; Yin Tian; Wei Jiang; Yukai Shi; Liang Lin (Int. J. Gen. Syst., 2024)

DFVO: Learning Darkness-Free Visible and Infrared Image Disentanglement and Fusion All at Once. - Qi Zhou; Yukai Shi; Xiaojun Yang; Xiaoyu Xian; Lunjia Liao; Ruimao Zhang; Liang Lin (IEEE Trans. Instrum. Meas., 2025)

Exploiting Gaussian Agnostic Representation Learning with Diffusion Priors for Enhanced Infrared Small Target Detection. - Junyao Li; Yahao Lu; Xingyuan Guo; Xiaoyu Xian; Tiantian Wang; Yukai Shi (CoRR, 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)