Wenyu Liu

Topological defects do not simply cluster at peaks of Gaussian curvature; extreme geometric anisotropy causes elastic crowding that forces defect networks and domain boundaries into flatter regions.

Efficiently decoupling grasp synthesis from task understanding allows AdaRoboVLG to generalize across robotic hands while maintaining high performance in dynamic environments.