Yuxuan (Gavin) Kuang

I am a senior undergraduate student at the School of EECS, Peking University, advised by Prof. He Wang. Currently I'm working with Prof. Yue Wang at USC and Prof. Marco Pavone at Stanford. I have also worked with Prof. Hai Lin and Prof. Meng Jiang at the University of Notre Dame.

My research interest spans Robotics, 3D Computer Vision and Machine Learning. My research objective is to endow embodied agents working in complex real-world scenes with generalizable manipulation, navigation and control capabilities.

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Yuxuan Kuang's Profile
Research

*: Equal contributions; †: Corresponding author

SkillBlender: Towards Versatile Humanoid Whole-Body Control via Skill Blending
Yuxuan Kuang, Amine Elhafsi, Haoran Geng, Marco Pavone, Yue Wang
Paper / Project / Code
Conference on Robot Learning (CoRL) Workshop on Whole-Body Control and Bimanual Manipulation, 2024.
RAM: Retrieval-Based Affordance Transfer for Generalizable Zero-Shot Robotic Manipulation
Yuxuan Kuang*, Junjie Ye*, Haoran Geng*, Jiageng Mao, Congyue Deng, Leonidas Guibas, He Wang, Yue Wang
Paper / Project / Code
Conference on Robot Learning (CoRL), 2024. (Oral Presentation, 4.5% acceptance rate)
OpenFMNav: Towards Open-Set Zero-Shot Object Navigation via Vision-Language Foundation Models
Yuxuan Kuang, Hai Lin, Meng Jiang
Paper / Project / Code
Findings of Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL), 2024.
STOPNet: Multiview-based 6-DoF Suction Detection for Transparent Objects on Production Lines
Yuxuan Kuang*, Qin Han*, Danshi Li, Qiyu Dai, Lian Ding, Dong Sun, Hanlin Zhao, He Wang
Paper / Project / Code
International Conference on Robotics and Automation (ICRA), 2024. (Oral Presentation)
Experience
Stanford University, CA, USA
2024.06 - Present
Visiting Researcher
Advisor: Prof. Marco Pavone and Prof. Yue Wang
University of Southern California, CA, USA
2024.01 - Present
Visiting Researcher
Advisor: Prof. Yue Wang
University of Notre Dame, IN, USA
2023.08 - 2023.12
Exchange Student
Advisor: Prof. Hai Lin and Prof. Meng Jiang
Peking University, Beijing, China
2021.09 - 2025.07 (Expected)
Bachelor of Science in Computer Science
Advisor: Prof. He Wang
Teaching

  • Teaching Assistant, Introduction to Computation (C), Fall 2024
  • Selected Honors

  • Outstanding Research Award - Peking University - 2024
  • NG Teng Fong / Sino Scholarship - Peking University - 2023
  • 1st Prize - The 34th Chinese Chemistry Olympiad - 2020
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    Last updated in Nov. 2024.
    Thank Jon Barron for the website template.