← Search

Xinyue Zhu

3 accepted papers

2025

ChatEMG: Synthetic Data Generation to Control a Robotic Hand Orthosis for Stroke

RA-L 2025

Intent inferral on a hand orthosis for stroke patients is challenging due to the difficulty of data collection. Additionally, EMG signals exhibit significant variations across different conditions, sessions, and subjects, making it hard for classifiers to generalize. Traditional approaches require a

Cited by 7SourceScholar
2025

Touch in the Wild: Learning Fine-Grained Manipulation with a Portable Visuo-Tactile Gripper

NeurIPS 2025poster

Handheld grippers are increasingly used to collect human demonstrations due to their ease of deployment and versatility. However, most existing designs lack tactile sensing, despite the critical role of tactile feedback in precise manipulation. We present a portable, lightweight gripper with integra…

Cited by 0SourcecodeScholar
2024

GRID: Scene-Graph-based Instruction-driven Robotic Task Planning

IROS 2024

Recent works have shown that Large Language Models (LLMs) can facilitate the grounding of instructions for robotic task planning. Despite this progress, most existing works have primarily focused on utilizing raw images to aid LLMs in understanding environmental information. However, this approach n

Cited by 45SourcecodeScholar