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Shengzeng Huo

4 accepted papers

2025

Learning to Hang Crumpled Garments with Confidence-Guided Grasping and Active Perception

IROS 2025

Accurately recognizing the structural regions of targeted objects is crucial for successful manipulation. In this study, we concentrate on the task of hanging crumpled garments on a rack, a common scenario in household environments. This context presents two primary challenges: (1) perceiving and gr

Cited by 0SourceScholar
2022

Keypoint-Based Planar Bimanual Shaping of Deformable Linear Objects Under Environmental Constraints With Hierarchical Action Framework

RA-L 2022

This letter addresses the problem of contact-based manipulation of deformable linear objects (DLOs) towards desired shapes with a dual-arm robotic system. To alleviate the burden of high-dimensional continuous state-action spaces, we model DLOs as kinematic multibody systems via our proposed keypoin

Cited by 42SourceScholar
2021

LaSeSOM: A Latent and Semantic Representation Framework for Soft Object Manipulation

RA-L 2021

Soft object manipulation has recently gained popularity within the robotics community due to its potential applications in many economically important areas. Although great progress has been recently achieved in these types of tasks, most state-of-the-art methods are case-specific; They can only be

Cited by 43SourceScholar