Research
I'm interested in robotics, perception, manipulation and robot learning. Here are lists of research projects I have done.
GenDP: 3D Semantic Fields for Category-Level Generalizable Diffusion Policy
Yixuan Wang ,
Guang Yin ,
Binghao Huang ,
Tarik Kelestemur ,
Jiuguang Wang ,
Yunzhu Li
CoRL , 2024
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paper
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3D-ViTac: Learning Fine-Grained Manipulation with Visuo-Tactile Sensing
Binghao Huang ,
Yixuan Wang ,
Xinyi Yang ,
Yiyue Luo ,
Yunzhu Li
CoRL , 2024
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video
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hardware guide
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paper
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D3 Fields: Dynamic 3D Descriptor Fields for Zero-Shot Generalizable Rearrangement
Yixuan Wang *,
Mingtong Zhang *,
Zhuoran Li *,
Tarik Kelestemur ,
Katherine Driggs-Campbell ,
Jiajun Wu ,
Li Fei-Fei ,
Yunzhu Li
CoRL , 2024
Oral Presentation
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paper
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code
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Open X-Embodiment: Robotic Learning Datasets and RT-X Models
Open X-Embodiment Collaboration
ICRA , 2024
Best Conference Paper Award
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paper
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blogpost
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code
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data
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RoboPack: Learning Tactile-Informed Dynamics Models for Dense Packing
Bo Ai *,
Stephen Tian *,
Haochen Shi ,
Yixuan Wang ,
Cheston Tan ,
Yunzhu Li ,
Jiajun Wu
RSS , 2024
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paper
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Predicting Object Interactions with Behavior Primitives: An Application in Stowing Tasks
Haonan Chen ,
Yilong Niu *,
Kaiwen Hong *,
Shuijing Liu ,
Yixuan Wang ,
Yunzhu Li , and
Katherine Driggs-Campbell
CoRL , 2023
Finalist - Best Paper/Best Student Paper Awards (Top 1%)
project & video
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paper
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Dynamic-Resolution Model Learning for Object Pile Manipulation
Yixuan Wang *,
Yunzhu Li *,
Katherine Driggs-Campbell ,
Li Fei-Fei ,
Jiajun Wu
RSS , 2023
Best Paper Award at IROS 2023 Workshop on Learning Meets Model-based Methods for Manipulation and Grasping [Link]
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paper
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Tracking Partially-Occluded Deformable Objects while Enforcing Geometric Constraints
Yixuan Wang ,
Dale McConachie ,
Dmitry Berenson
ICRA , 2021
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video
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code
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talk
Tools
During my spare time, I enjoy building some small tools for research and daily life. Here are some of them.
OpenAI TTS : A GUI to convert text to speech using OpenAI API
PyTorch MPC : A modular library for MPC implementation using PyTorch
Video Compressor : A script wrapping around ffmpeg to convert video and compress video to a target file size. It is handy and can keep video as clear as possible when submitting video material to conference.
Teaching & Service
Conference Reviewer : ICRA, IROS, AAAI, CVPR, CoRL
Journal Reviewer : Autonomous Robots, Robotics and Automation Letters
Teaching Assistant : Robot Learning, Senior Design Lab, Random Process @ UIUC. Honor Physics I, Honor Calculus II @ SJTU
Honor and Awards
Harriett & Robert Perry Fellowship , 04/2023.
Silver Medal for Capstone Design , 08/2021.
Shanghai Excellent Gradudate (Top 5%) , 08/2021.
University Honors , 09/2019, 04/2020.
Dean's List , 12/2019.
Jackson and Muriel Lum Scholarship , 09/2019.
SJTU Undergraduate Excellent Scholarship (Top 10%) , 08/2018, 08/2019.
Bronze Medal in University Physics Competition , 01/2019.
National Encouragement Scholarship , Ministry of Education of China, 09/2018.
The John Wu & Jane Sun Sunshine Scholarship , 09/2018.
SJTU Outstanding Student , 09/2018.
The Yu Liming Scholarship , 12/2017.
Misc.
I learned Go when I was a kid, and I earned Go 3 dan (amateur).
I am a super fan of Cantonese pop songs and would like to learn speaking Cantonese.
Updated at October 2023. Thanks Jon Barron for this amazing template.