- MimicFunc: Imitating Tool Manipulation from a Single Human Video via Functional Correspondence, CoRL 2025
- FoundationGrasp: Generalizable Task-Oriented Grasping with Foundation Models, T-ASE 2025
- RTAGrasp: Learning Task-Oriented Grasping from Human Videos via Retrieval, Transfer, and Alignment, ICRA 2025
- Commonsense Scene Graph-based Target Localization for Object Search, EDM Workshop @ IROS 2024 Best Paper Finalist
Research Experience
Current position: Postdoctoral Researcher at RPL, KTH;
Involved in multiple research projects such as imitating tool manipulation skills (MimicFunc), diffusion-based task-oriented grasping, and LLM-based task planning.
Education
Postdoctoral Researcher, Division of Robotics, Perception and Learning (RPL), KTH Royal Institute of Technology, Advisor: Prof. Danica Kragic;
Ph.D., Southern University of Science and Technology (SUSTech), Advisor: Chair Professor Hong Zhang;
Visiting Ph.D. Student, School of Computing, National University of Singapore (NUS), Advisor: Chair Professor David Hsu;
M.S. in Electrical and Computer Engineering, Georgia Tech, 2020, Advisor: Prof. Patricio Vela;
B.Eng. in Automation, Nanjing Tech University, 2018.
Background
Research interests include robotic manipulation and grasping, mobile manipulation, human-robot interaction, and semantic reasoning for robots. The ultimate goal is to develop autonomous agents capable of perceiving, reasoning, and interacting with the physical world at a human level of intelligence. Recently, my work has focused on building generalizable frameworks for robotic manipulation and grasping by leveraging the capabilities of foundation models.
Miscellany
Personal interests and other information not mentioned in the provided HTML content.