TempDiffReg: Temporal Diffusion Model for Non-Rigid 2D-3D Vascular Registration. - Zehua Liu; Shihao Zou; Jincai Huang 003; Yanfang Zhang; Chao Tong; Weixin Si (BIBM, 2025)

Surgical Scene Segmentation using a Spike-Driven Video Transformer with Real-Time Potential. - Shihao Zou; Jingjing Li; Wei Ji 011; Jincai Huang 003; Kai Wang 092; Guo Dan; Weixin Si; Yi Pan 001 (CoRR, 2025)

SAM3-I: Segment Anything with Instructions. - Jingjing Li; Yue Feng; Yuchen Guo; Jincai Huang 003; Wei Ji 011; Qi Bi; Yongri Piao; Miao Zhang 004; Xiaoqi Zhao 003; Qiang Chen 007; Shihao Zou; Huchuan Lu; et al. (ACL (1), 2026)

Towards Unified Surgical Scene Understanding:Bridging Reasoning and Grounding via MLLMs. - Jincai Huang 003; Shihao Zou; Yuchen Guo; Jingjing Li; Wei Ji; Kai Wang 092; Shanshan Wang; Weixin Si (CoRR, 2026)