Jimmy Wu

cs.jimmywu [at] gmail.com
jw60 [at] cs.princeton.edu
Department of Computer Science
35 Olden Street
Princeton, NJ 08544

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I am a final-year PhD student in the Department of Computer Science at Princeton University, and my research focuses on robot learning and computer vision. I am co-advised by Thomas Funkhouser and Szymon Rusinkiewicz as part of the Princeton Vision & Robotics Group and Princeton ImageX Labs (PIXL). Currently, I am a Visiting Student Researcher (VSR) at Stanford University, where I work with Jeannette Bohg in the Interactive Perception and Robot Learning Lab. I am also a member of the Stanford Center for Research on Foundation Models (CRFM). I am funded by the NSF Graduate Research Fellowship and the Gordon Y.S. Wu Fellowship in Engineering.

Previously, I received my bachelor's and master's in computer science at MIT, where I worked with Bolei Zhou and Antonio Torralba in the MIT CSAIL Computer Vision Group. During my PhD, I had the opportunity to intern at Google on the Brain Robotics team.

Publications

TidyBot++: An Open-Source Holonomic Mobile Manipulator for Robot Learning
Jimmy Wu, William Chong, Robert Holmberg, Aaditya Prasad, Yihuai Gao, Oussama Khatib, Shuran Song, Szymon Rusinkiewicz, Jeannette Bohg
Conference on Robot Learning (CoRL), 2024
Project Page / PDF / arXiv / Assembly Guide / Usage Guide / Code / Video / Poster / BibTeX

TidyBot: Personalized Robot Assistance with Large Language Models
Jimmy Wu, Rika Antonova, Adam Kan, Marion Lepert, Andy Zeng, Shuran Song, Jeannette Bohg, Szymon Rusinkiewicz, Thomas Funkhouser
Autonomous Robots (AuRo) - Special Issue: Large Language Models in Robotics, 2023
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2023
Project Page / PDF / arXiv / Code / Video / Poster / BibTeX
Stanford Video / Stanford News / Princeton News

Learning Pneumatic Non-Prehensile Manipulation with a Mobile Blower
Jimmy Wu, Xingyuan Sun, Andy Zeng, Shuran Song, Szymon Rusinkiewicz, Thomas Funkhouser
IEEE Robotics and Automation Letters (RA-L), 2022
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2022
Project Page / PDF / arXiv / Code / Video / BibTeX

Spatial Intention Maps for Multi-Agent Mobile Manipulation
Jimmy Wu, Xingyuan Sun, Andy Zeng, Shuran Song, Szymon Rusinkiewicz, Thomas Funkhouser
IEEE International Conference on Robotics and Automation (ICRA), 2021
Project Page / PDF / arXiv / Code / Code (TF2 + TF-Agents) / Video / BibTeX / Princeton News

Spatial Action Maps for Mobile Manipulation
Jimmy Wu, Xingyuan Sun, Andy Zeng, Shuran Song, Johnny Lee, Szymon Rusinkiewicz, Thomas Funkhouser
Robotics: Science and Systems (RSS), 2020
Project Page / PDF / arXiv / Code / Video / BibTeX / Princeton News

Real-Time Object Pose Estimation with Pose Interpreter Networks
Jimmy Wu, Bolei Zhou, Rebecca Russell, Vincent Kee, Syler Wagner, Mitchell Hebert, Antonio Torralba, and David M.S. Johnson
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2018
PDF / arXiv / Code / Video / BibTeX

SegICP: Integrated Deep Semantic Segmentation and Pose Estimation
Jay M. Wong, Vincent Kee, Tiffany Le, Syler Wagner, Gian-Luca Mariottini, Abraham Schneider, Lei Hamilton, Rahul Chipalkatty, Mitchell Hebert, and David M.S. Johnson
Jimmy Wu, Bolei Zhou, and Antonio Torralba

IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2017
PDF / arXiv / BibTeX

Teaching

Princeton COS 429: Computer Vision - Fall 2019
Teaching Assistant

MIT 6.036: Introduction to Machine Learning - Spring 2018
Teaching Assistant

MIT 6.869: Advances in Computer Vision - Fall 2017
Teaching Assistant


Webpage design courtesy of Jon Barron.