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Yuchuang Tong

4 accepted papers

2026

FAR-Dex: Few-Shot Data Augmentation and Adaptive Residual Policy Refinement for Dexterous Manipulation

ICRA 2026poster

Achieving human-like dexterous manipulation through the collaboration of multi-fingered hands with robotic arms remains a longstanding challenge in robotics, primarily due to the scarcity of high-quality demonstrations and the complexity of high-dimensional action spaces. To address these challenges…

2025

DTRT: Enhancing Human Intent Estimation and Role Allocation for Physical Human-Robot Collaboration

ICRA 2025

In physical Human-Robot Collaboration (pHRC), accurate human intent estimation and rational human-robot role allocation are crucial for safe and efficient assistance. Existing methods that rely on short-term motion data for intention estimation lack multi-step prediction capabilities, hindering thei

Cited by 5SourceScholar
2025

IDAGC: Adaptive Generalized Human-Robot Collaboration via Human Intent Estimation and Multimodal Policy Learning

IROS 2025

In Human-Robot Collaboration (HRC), which encompasses physical interaction and remote cooperation, accurate estimation of human intentions and seamless switching of collaboration modes to adjust robot behavior remain paramount challenges. To address these issues, we propose an Intent-Driven Adaptive

Cited by 6SourceScholar
2024

Multi-Confidence Guided Source-Free Domain Adaption Method for Point Cloud Primitive Segmentation

ICRA 2024poster

Point cloud primitive segmentation aims to segment the surface point cloud into various geometric types of primitives, which plays a vital role in robot operation and industrial automation. However, differences in object structures and shapes across industrial datasets create domain shift issues, co…

Cited by 2SourceScholar