GDKVM: Echocardiography Video Segmentation via Spatiotemporal Key-Value Memory with Gated Delta Rule. - Rui Wang 186; Yimu Sun; Jingxing Guo; Huisi Wu; Jing Qin 001 (ICCV, 2025)

OSA: Echocardiography Video Segmentation via Orthogonalized State Update and Anatomical Prior-aware Feature Enhancement. - Rui Wang 186; Huisi Wu; Jing Qin 001 (CoRR, 2026)