My research focuses on robotic learning and computer vision,
particularly in dexterous grasping and manipulation. I am currently advised by Prof. Wei-Shi Zheng and work with Yi-Lin Wei at the Intelligence Science and System Lab
(ISEE).
Open-Set Language-guided dexterous grasp based on generalizable-instructive Affordance.
OmniDexGrasp: Generalizable Dexterous Grasping via Foundation Model and Force
Feedback Yi-Lin Wei*,
Zhexi Luo*,
Yuhao Lin,
Mu Lin*,
Zhizhao Liang,
Shuoyu Chen,
Wei-Shi Zheng† under review, 2025
arXiv page
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code
A generalizable dexterous framework that achieves omni-capabilities in user prompting, dexterous
embodiment, and grasping tasks.