Scholar
Yuquan Deng
Google Scholar ID: jIZ6fmoAAAAJ
UW, AI2
Robotics
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Citations & Impact
All-time
Citations
104
H-index
3
i10-index
2
Publications
7
Co-authors
8
list available
Contact
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Publications
6 items
ManiFlow: A General Robot Manipulation Policy via Consistency Flow Training
2025
Cited
0
MolmoAct: Action Reasoning Models that can Reason in Space
2025
Cited
0
RoboEval: Where Robotic Manipulation Meets Structured and Scalable Evaluation
2025
Cited
0
GraspMolmo: Generalizable Task-Oriented Grasping via Large-Scale Synthetic Data Generation
2025
Cited
0
Magma: A Foundation Model for Multimodal AI Agents
2025
Cited
0
HAMSTER: Hierarchical Action Models For Open-World Robot Manipulation
2025
Cited
0
Resume (English only)
Academic Achievements
Released MolmoAct technical report, the first Action Reasoning Model that grounds actions in physical and 3D space.
Paper HAMSTER accepted to ICLR 2025.
Involved in multiple research projects including GraspMolmo, ManiFlow, and HAMSTER, which were published at CoRL or ICLR.
Presented HAMSTER at OpenAI’s Robotics Reading Group.
Co-authored several papers such as MolmoAct, GraspMolmo, ManiFlow, and HAMSTER.
Research Experience
Worked as a Research Engineer at the Allen Institute for Artificial Intelligence (AI2) on the PRIOR team.
Education
Received a Bachelor's degree in Computer Science from the University of Washington.
Background
Broad research interests in robotics. Collaborated with Yi Li, Yuxiang Yang, and Xiangyun Meng under the guidance of Dieter Fox and Byron Boots.
Co-authors
8 total
Dieter Fox
University of Washington and AI2
Joel Jang
Research Scientist, Nvidia
Yi Li
University of Washington
Jesse Zhang
Postdoc at University of Washington
Jiafei Duan
Computer Science PhD Student, University of Washington
Haoquan Fang
University of Washington, Allen Institute for AI
Ge Yan
University of Washington
Abhay Deshpande
Allen Institute for Artificial Intelligence
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