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Chien-Ming Huang

9 accepted papers

2026

GUIDES: Guidance Using Instructor-Distilled Embeddings for Pre-Trained Robot Policy Enhancement

ICRA 2026poster

Pre-trained robot policies serve as the foundation of many validated robotic systems, which encapsulate extensive embodied knowledge. However, they often lack the semantic awareness characteristic of foundation models, and replacing them entirely is impractical in many situations due to high costs a…

2025

Interruption Handling for Conversational Robots

RSS 2025poster

Interruptions, a fundamental component of human communication, can enhance the dynamics and effectiveness of conversations, but only when effectively managed by all parties involved. Despite advancements in robotic systems, state-of-the-art systems still have limited capabilities in handling user-in…

Cited by 1PDFcodeScholar
2025

Primus: A Pioneering Collection of Open-Source Datasets for Cybersecurity LLM Training

EMNLP 2025

Large Language Models (LLMs) have shown remarkable advancements in specialized fields such as finance, law, and medicine. However, in cybersecurity, we have noticed a lack of open-source datasets, with a particular lack of high-quality cybersecurity pretraining corpora, even though much research ind

2024

Reducing Performance Variability and Overcoming Limited Spatial Ability: Targeted Training for Remote Robot Teleoperation

IROS 2024

In this paper, we present a targeted training approach for remote teleoperation aimed at achieving consistent proficiency levels across users with varying capabilities. Our approach begins by assessing users’ abilities to perform robot motion control, workspace adaptation, and gripper control. It th

Cited by 0SourceScholar
2022

Learning a Group-Aware Policy for Robot Navigation

IROS 2022poster

Human-aware robot navigation promises a range of applications in which mobile robots bring versatile assistance to people in common human environments. While prior research has mostly focused on modeling pedestrians as independent, intentional individuals, people move in groups; consequently, it is…

Cited by 25SourceScholar
2022

Robotic Presence: The Effects of Anthropomorphism and Robot State on Task Performance and Emotion

RA-L 2022

Robots are becoming more ubiquitous in our daily lives including in our offices and homes. As such, it is necessary to understand whether and how robotic presence affects us both emotionally and cognitively. In this letter, we investigate the effects of anthropomorphism and robot state of robotic pr

Cited by 19SourceScholar