Shiquan Qiu

VLAD-Grasp: Vision-Language Adaptive Depth Grasping for Part-Specific Manipulation

In household service robot grasping tasks, precisely identifying and grasping specific object parts are essential for ensuring safety and execution efficiency. Although existing Vision–Language Models (VLMs) support open-vocabulary understanding, they still struggle with fine-grained semantic instru