5 papers
MedEasy: Designing AI Standardized Patients for Clinical Consultation Training
Zhiqi Gao, Huarui Luo, Guo Zhu +6
AI standardized patients are becoming a setting for professional training in clinical consultation. This paper presents MedEasy, a multi-agent system that organizes virtual-patient…
CogInstrument: Modeling Cognitive Processes for Bidirectional Human-LLM Alignment in Planning Tasks
Anqi Wang, Dongyijie Pan, Xin Tong +1
Although Large Language Models (LLMs) demonstrate proficiency in knowledge-intensive tasks, current interfaces frequently precipitate cognitive misalignment by failing to externali…
Meflex: A Multi-agent Scaffolding System for Entrepreneurial Ideation Iteration via Nonlinear Business Plan Writing
Lan Luo, Dongyijie Primo Pan, Junhua Zhu +2
Business plan (BP) writing plays a key role in entrepreneurship education by helping learners construct, evaluate, and iteratively refine their ideas. However, conventional BP writ…
Whispers of the Butterfly: A Research-through-Design Exploration of In-Situ Conversational AI Guidance in Large-Scale Outdoor MR Exhibitions
Dongyijie Primo Pan, Shuyue Li, Yawei Zhao +3
Large-scale outdoor mixed reality (MR) art exhibitions distribute curated virtual works across open public spaces, but interpretation rarely scales without turning exploration into…
CGM-Led Multimodal Tracking with Chatbot Support: An Autoethnography in Sub-Health
Dongyijie Primo Pan, Lan Luo, Yike Wang +1
Metabolic disorders present a pressing global health challenge, with China carrying the world's largest burden. While continuous glucose monitoring (CGM) has transformed diabetes c…