Xiaolin Fang

方晓霖
Ph.D. Student, MIT
Email: xiaolinf [at] mit [dot] edu
Location: MIT Stata Center 32-33x
About me
I am a Ph.D. student at MIT CSAIL, LIS Group, working with Leslie Kaelbling and Tomás Lozano-Pérez. I interned at NVIDIA Seattle Robotics Lab led by Prof. Dieter Fox during summer 2022. Previously, I obtained my bachelor's degree from Chu Kochen Honors College, Zhejiang University, where I worked with Prof. Xiaowei Zhou.

My research interest mainly falls on robot learning and planning. My long-term goal is to build machines with the capability of understanding the visual world, reasoning about the information needed to accomplish given tasks, and planning accordingly. Recently, I am interested in learning and exploiting abstractions that are useful for long-horizon manipulation tasks, including abstractions in the visual world and robot skills.

Selected Publications
[* indicates equal contribution]
[Uncos]
Xiaolin Fang, Leslie Pack Kaelbling, Tomás Lozano-Pérez
2024
[Paper coming soon] [Website] [Code coming soon]
[Dimsam]
Xiaolin Fang, Caelan Reed Garrett, Clemens Eppner, Tomás Lozano-Pérez, Leslie Pack Kaelbling, Dieter Fox
CoRL LEAP workshop, 2023
[Paper] [Website]
[M0M]
Aidan Curtis*, Xiaolin Fang*, Leslie Pack Kaelbling, Tomás Lozano-Pérez, Caelan Reed Garrett
ICRA, 2022
[Paper] [Video] [Code]
[Condcoopnet]
Jianwen Xie*, Zilong Zheng*, Xiaolin Fang, Song-Chun Zhu, Ying Nian Wu
TPAMI, 2021
[Paper] [Website] [Code] [Code]
[Triangle]
Tian Han*, Erik Nijkamp*, Xiaolin Fang, Mitch Hill, Song-Chun Zhu, Ying Nian Wu
Oral CVPR, 2019
[Paper] [Website] [Code]
Education
Ph.D. Student in Computer Science
Cambridge, MA
Sep. 2019 - Present
B.E. in Computer Science
Advisor: Prof. Xiaowei Zhou
Hangzhou, China
Sep. 2015 - Jun. 2019