MSCA: A few-shot segmentation framework driven by multi-scale cross-attention and information extraction. - Zhihao Ren; Shengning Lu; Xinhua Wang; Yaoming Liu; Yong Liang (Comput. Vis. Image Underst., 2025)

A deep learning-based detection model and illumination-adaptive behavioral analysis for soldier crabs in the intertidal zone. - Liangjun Li; Zhihao Ren; Cheng Tang; Shengning Lu; Yong Liang (Ecol. Informatics, 2025)