World-Ego Modeling for Long-Horizon Evolution in Hybrid Embodied Tasks. - Zuyao Lin; Jianhui Zhang; Peidong Jia; Xiaoguang Zhao; Shanghang Zhang; Xingyu Chen (CoRR, 2026)