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Xiaoxiao Cheng

4 accepted papers

2026

Open-Set Tactile Recognition Using Regression of Mechanical Properties

RA-L 2026

Tactile exploration enables robots to acquire rich mechanical information about objects through physical interaction and enhances their perception and manipulation in unstructured environments. However, existing tactile object recognition methods are limited by closed-set assumptions, recognizing on

Cited by 0SourceScholar
2024

A User-Centered Shared Control Scheme with Learning from Demonstration for Robotic Surgery

ICRA 2024poster

The utilization of shared control in the realm of surgical robotics augments precision and safety by amalgamating human expertise with autonomous assistance. This paper proposes a user-centered shared control framework enabling a robot to learn from expert demonstration, predict operators’ intent an…

Cited by 3SourceScholar
2024

Design and evaluation of a modular robotic system for microsurgery

ICRA 2024poster

The manipulation of instruments under a microscope suffers from physiological tremor and human errors, which are inevitable in long microsurgery interventions. Robotic systems developed in recent years for microsurgery are expensive and not flexible, as they cannot use standard instruments, and need…

Cited by 0SourceScholar