Joint parallel modeling with direction-wise convolution and deformable transformer for 3D medical image segmentation. - Ziyang He; Kun Liu; Haoyuan Li; Bin Zheng; Wentao Liu 004; Mengke Zhu; Weijin Xu; Wenyi Zhao; Zijun He; Xipeng Pan; Huihua Yang (Biomed. Signal Process. Control., 2026)

Bridging Perception and Action: A Lightweight Multimodal Meta-Planner Framework for Robust Earth Observation Agents. - Jinghui Xu; Boyi Shangguan; Mengke Zhu; Hao Liu; Junhuan Jiang; Guangjun He; Pengming Feng; Shichao Jin; Bin Liang 001; Yongzhe Chang; Junbo Tan; Tiantian Zhang; et al. (CoRR, 2026)