Shuo Liu

Shuo Liu

M.S. @ UW ECE

Student Researcher @ AI2

About

Hi! I'm Shuo, currently a master's student in the Electrical and Computer Engineering department at the University of Washington (UW). I am also a student researcher working with the Perceptual Reasoning and Interaction Research (PRIOR) team at the Allen Institute for AI (AI2).

At AI2, I am fortunate to be co-advised by Prof. Ranjay Krishna and Dr. Jiafei Duan, and pleased to be mentored by Prof. Dieter Fox. Before this, I received my bachelor's degree in Robot Engineering from Southeast University, where I was fortunately advised by Prof. Chenxing Wang.

My research interests primarily focus on robot learning. Specifically, I investigate how to develop general robot manipulation policies and how to adapt them to specific scenarios during actual deployment.

I am actively seeking Research Engineer / Assistant positions in Robotics. Feel free to reach out!

News

2026-1

Our work MolmoAct has been accepted by ICRA 2026 🎉 See you in Vienna!

Selected Publications

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Underline denotes equal contribution, denotes advising/corresponding author.

MolmoSpaces: A Large-Scale Open Ecosystem for Robot Navigation and Manipulation

MolmoSpaces: A Large-Scale Open Ecosystem for Robot Navigation and Manipulation

Yejin Kim, Wilbert Pumacay, Omar Rayyan, Max Argus, Winson Han, Eli VanderBilt, Jordi Salvador, Abhay Deshpande, Rose Hendrix, Snehal Jauhri, Shuo Liu, Nur Muhammad Mahi Shafiullah, Maya Guru, Ainaz Eftekhar, Karen Farley, Donovan Clay, Jiafei Duan, Arjun Guru, Piper Wolters, Alvaro Herrasti, Ying-Chun Lee, Georgia Chalvatzaki, Yuchen Cui, Ali Farhadi, Dieter Fox, Ranjay Krishna

arXiv preprint 2026

VLS: Steering Pretrained Robot Policies via Vision-Language Models

VLS: Steering Pretrained Robot Policies via Vision-Language Models

Shuo Liu, Ishneet Sukhvinder Singh, Yiqing Xu, Jiafei Duan, Ranjay Krishna

arXiv preprint 2026

MolmoAct: Action Reasoning Models that Can Reason in Space

MolmoAct: Action Reasoning Models that Can Reason in Space

Jason Lee, Jiafei Duan, Haoquan Fang, Yuquan Deng, Shuo Liu, Boyang Li, Bohan Fang, Jieyu Zhang, Yi Ru Wang, Sangho Lee, Winson Han, Wilbert Pumacay, Angelica Wu, Rose Hendrix, Karen Farley, Eli VanderBilt, Ali Farhadi, Dieter Fox, Ranjay Krishna

IEEE International Conference on Robotics and Automation (ICRA) 2025

FORGE-Tree: Diffusion-Forcing Tree Search for Long-Horizon Robot Manipulation

FORGE-Tree: Diffusion-Forcing Tree Search for Long-Horizon Robot Manipulation

Yanjia Huang, Shuo Liu, Sheng Liu, Qingxiao Xu, Mingyang Wu, Xiangbo Gao, Zhengzhong Tu

arXiv preprint 2025