Qianxu Wang | ็Ž‹ไนพๆ—ญ

I am a fourth-year undergraduate student at the School of EECS, PKU, advised by Prof. Yixin Zhu. I also had the privilege of working with Congyue Deng and Prof. Leonidas J. Guibas from Stanford. In 2024 summer, I am fortunately working as a visiting research student at Stanford University, advised by Prof. Jeannette Bohg.

Email  /  Scholar  /  Github

Research

My research interest lies in 3D Vision and Robotics.

Representitive Publications

Neural Attention Field: Emerging Point Relevance in 3D Scenes for One-Shot Dexterous Grasping
Qianxu Wang, Congyue Deng, Tyler Lum, Yuanpei Chen, Yaodong Yang, Jeannette Bohg, Yixin Zhu โ€ , Leonidas Guibasโ€ (โ€ corresponding authors)
Conference on Robot Learning (CoRL) 2024 Accepted

SparseDFF: Sparse-View Feature Distillation for One-Shot Dexterous Manipulation
Qianxu Wang, Haotong Zhang, Congyue Deng โ€ , Yang You, Hao Dong, Yixin Zhu โ€ , Leonidas Guibasโ€ (โ€ corresponding authors)
International Conference on Learning Representations (ICLR) 2024 Accepted
Project Page / ArXiv / Code

Collaborative Publications

Learning a Universal Human Prior for Dexterous Manipulation from Human Preference
Zihan Ding, Yuanpei Chen, Allen Z. Ren, Shixiang Shane Gu, Qianxu Wang, Hao Dong, Chi Jin
Arxiv / Project Page / Provide Your Preference / Code (Coming soon)
RSS Workshop on Learning Dexterous Manipulation, 2023, Accepted

ImageManip: Image-based Robotic Manipulation with Affordance-Guided Next View Selection
Xiaoqi Li*, Yanzi Wang*, Yan Shen, Haoran Lu, Qianxu Wang, Ponomarenko Iaroslav, Boshi An, Jiaming Liu, Hao Dong
Arxiv / Project Page
Arxiv, 2023

Experience

Stanford University
2024.06 - 2024.09

Visting Research Student
Advisor: Prof. Jeannette Bohg
Nvidia
2024.01 - Present

Arch Solution Intern
Peking University
2021.09 - Present

Undergraduate Student
Advisor: Prof. Yixin Zhu

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