Professional Summary

My name is Sizhe Wang. I am currently a PhD student in Institute of Automation, Chinese Academy of Sciences, Beijing, China. My research focuses on Robotic Dexterous Grasping and Manipulation.

Education

PhD Student

Institute of Automation, Chinese Academy of Sciences, Beijing, China.

BS

University of Science and Technology Beijing, China.

Interests

Robot Grasping Dexterous Grasping & Manipulation
📚 My Research

My research focuses on robotic dexterous grasping and manipulation.

I am always open to discussions and collaborations. You can reach me at wangsizhe2022@ia.ac.cn 😃.

Publications
ScaleADFG: Affordance-based Dexterous Functional Grasping via Scalable Dataset featured image

ScaleADFG: Affordance-based Dexterous Functional Grasping via Scalable Dataset

Our work "ScaleADFG" bridges the scale gap between human and robotic hands through automated dataset synthesis and lightweight grasp generation, achieving robust and generalizable …

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Sizhe Wang
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Learning Human-Like Functional Grasping for Multifinger Hands From Few Demonstrations featured image

Learning Human-Like Functional Grasping for Multifinger Hands From Few Demonstrations

Our work "DexFG" integrates fine-grained contact modeling and intention-conditioned learning to achieve generalizable, human-like functional grasping with diverse robot hands.

Wei Wei
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Recent Publications
(2025). ScaleADFG: Affordance-based Dexterous Functional Grasping via Scalable Dataset. RA-L.
(2024). Learning Human-Like Functional Grasping for Multifinger Hands From Few Demonstrations. T-RO.