Scholar
Ruixuan Liu
Google Scholar ID: 3v7sVbwAAAAJ
Carnegie Mellon University
Robotics
Machine Learning
Optimization
Human-robot Interaction
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Citations & Impact
All-time
Citations
193
H-index
8
i10-index
6
Publications
20
Co-authors
24
list available
Contact
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Publications
4 items
BrickCraft-Duo: Efficient Dual-Arm Skill Learning and Refinement for Compositional Long-Horizon Assembly
2026
Cited
0
BrickCraft: Visuomotor Skill Composition with Situated Manual Guidance for Long-Horizon Interlocking Brick Assembly
2026
Cited
0
BrickSim: A Physics-Based Simulator for Manipulating Interlocking Brick Assemblies
2026
Cited
0
RoCo Challenge at AAAI 2026: Benchmarking Robotic Collaborative Manipulation for Assembly Towards Industrial Automation
2026
Cited
0
Resume
Academic Achievements
Paper 'BrickGPT: Generating Physically Stable and Buildable Brick Structures from Text' won the Best Paper Award (Marr Prize) at ICCV 2025
First Prize ($60k) in the 2025 ICRA What Bimanuals Can Do (WBCD) competition
Paper 'Multi-Level Reasoning for Delicate Assembly using Dual Arms' received Best Poster Finalist award at 2025 ICRA workshop
Multiple papers accepted to top-tier venues including ICCV, IROS, RSS, RA-L, ACC, CDC, TMLR, ISFA, AIM, IFAC CPHS, etc.
Best Student Paper Award at CPHS 2022
Research featured in CMU News, Modern Machine Shop News, and others
Demonstrated safe human-robot collaboration work to U.S. President Biden at Mill 19, Pittsburgh (January 2022)
Co-authors
12 total
Changliu Liu
Associate Professor, Carnegie Mellon University
Rui Chen
Carnegie Mellon University
Yifan Sun
Carnegie Mellon University
Weiye Zhao
Robotics Institute, Carnegie Mellon University
Tianhao Wei
Carnegie Mellon University
Jeffrey Ichnowski
Carnegie Mellon University
Jiaoyang Li
Assistant Professor at Robotics Institute, Carnegie Mellon University
Feihan Li
Ph.D. of Robotics Institute, Carnegie Mellon University