Rethinking Generalizable Infrared Small Target Detection: A Real-Scene Benchmark and Cross-View Representation Learning. - Yahao Lu; Yuehui Li; Xingyuan Guo; Shuai Yuan; Yukai Shi; Liang Lin (IEEE Trans. Geosci. Remote. Sens., 2025)

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)

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)