MedSeg-R: Reasoning Segmentation in Medical Images with Multimodal Large Language Models. - Yu Huang; Zelin Peng; Yichen Zhao; Piao Yang; Xiaokang Yang 001; Wei Shen 002 (CoRR, 2025)

NEARL-CLIP: Interacted Query Adaptation with Orthogonal Regularization for Medical Vision-Language Understanding. - Zelin Peng; Yichen Zhao; Yu Huang; Piao Yang; Feilong Tang; Zhengqin Xu; Xiaokang Yang 001; Wei Shen 002 (CoRR, 2025)