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)

EchoVim: Making Vision Mamba Docile for Echocardiography Video Segmentation via Dynamic Interaction and Semantic Token-attentive Refinement. - Jingxing Guo; Guilian Chen; Yimu Sun; Huisi Wu; Jing Qin 001 (ACM Multimedia, 2025)

Hierarchical Spatiotemporal Context Aggregation and Speckle-aware Deformable Convolution for Echocardiography Video Segmentation. - Jingxing Guo; Guilian Chen; Yimu Sun; Huisi Wu; Jing Qin 001 (ACM Multimedia, 2025)