Research
My research interests include robotic decision-making and human-robot interaction (HRI). I aim to build robots that are closely connected to people’s daily lives and possess human-like reasoning abilities about the physical world.
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OVAMOS: A Framework for Open-Vocabulary Multi-Object Search in
Unknown Environments
Qianwei Wang,
Yifan Xu,
Vineet Kamat,
Carol Menassa,
AAAI(under review), 2026 , ICRA FMNS(ws), 2025
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arXiv
A model-based framework designed for robust object search in real world.
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Point2Graph: An End-to-end Point Cloud-based 3D Open-Vocabulary Scene Graph for Robot Navigation
Yifan Xu,
Ziming Luo*,
Qianwei Wang*,
Vineet Kamat,
Carol Menassa,
ICRA, 2025
project page
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arXiv
An end-to-end framework for generating the scene graph from point cloud directly.
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CoNav Chair: Development and Evaluation of a Shared Control-based
Wheelchair for the Built Environment
Yifan Xu,
Qianwei Wang,
Jordan Lillie
Vineet Kamat,
Carol Menassa,
Clive D’Souza
IEEE Transactions on Human-Machine Systems(under review), 2025
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arXiv
The CoNav system demonstrated acceptable safety
and performance laying the foundation for subsequent usability
testing with people with disabilities.
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Socially-Aware Shared Control Navigation for Assistive Mobile Robots in the
Built Environment"
Yifan Xu,
Qianwei Wang,
Vineet Kamat,
Carol Menassa,
JCCE(Journal of Comupting in Civil Engineering), 2025
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arXiv
A Socially-aware Shared
Control-based Model Predictive Control with Dynamic Control Barrier Function (SS-MPC-DCBF)
to adjust movements in real-time, integrating user preferences for safer, more autonomous navigation
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