32 citations · 38 across the 17 of their papers we have counts for
3 papers · 1 filter
A Unified Perspective on Conformal Prediction and Wasserstein Distributionally Robust Optimization for Uncertainty Quantification
Kehan Long, Yiqi Zhao, Pol Mestres +3
Uncertainty quantification from finite data is central to machine learning, optimization, and automation systems, where decisions must remain reliable under limited samples and tes…
SERF: Spatiotemporal Environment and Robot Feature Map for Long-Horizon Mobile Manipulation
Sunghwan Kim, Byeonghyun Pak, Kehan Long +2
Long-horizon robot mobile manipulation requires continual reasoning about localization, environment changes, and task progress, all of which are challenging to infer from image obs…
Contact-Aware Planning and Control of Continuum Robots in Highly Constrained Environments
Aedan Mangan, Kehan Long, Ki Myung Brian Lee +3
Continuum robots are well suited for navigating confined and fragile environments, such as vascular or endoluminal anatomy, where contact with surrounding structures is often unavo…