Yu-Ching Chiu

National Central University, Monash University

Papers

Total Citations

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About

Yu-Ching Chiu is a researcher at the intersection of artificial intelligence and manufacturing, with a focus on human-robot collaboration and multi-modal interaction. Her most influential work, "Multi-Modal Chatbot in Intelligent Manufacturing" (2021, 49 citations), pioneers the use of AI-powered conversational agents to guide assembly tasks, demonstrating how natural language and visual cues can streamline complex manufacturing processes. This contribution is foundational to the emerging field of intelligent manufacturing assistance. Chiu further advances this line of inquiry in "Enhancing Multi-Modal Intent Classification in Assembly Scenarios Through Multi-Task Learning" (2022, 3 citations), where she improves the accuracy of interpreting human intent by combining speech, gesture, and task context. Earlier in her career, she explored robotic replication of 3D solids (2002, 3 citations), a project with implications for rapid prototyping and scientific visualization. Chiu’s work is notable for bridging theoretical AI models with practical, real-world manufacturing challenges, making her a key figure in the development of adaptive, human-aware robotic systems. Her research continues to shape how factories integrate intelligent assistants to enhance productivity and worker safety.