3 papers
cs.LG2025
Group-Sensitive Offline Contextual Bandits
Yihong Guo, Junjie Luo, Guodong Gao +2
Offline contextual bandits allow one to learn policies from historical/offline data without requiring online interaction. However, offline policy optimization that maximizes overal…
cs.AI2025
PAME-AI: Patient Messaging Creation and Optimization using Agentic AI
Junjie Luo, Yihong Guo, Anqi Liu +2
Messaging patients is a critical part of healthcare communication, helping to improve things like medication adherence and healthy behaviors. However, traditional mobile message de…
q-bio.QM2024
A Large Sensor Foundation Model Pretrained on Continuous Glucose Monitor Data for Diabetes Management
Junjie Luo, Abhimanyu Kumbara, Mansur Shomali +4
Continuous glucose monitoring (CGM) combined with AI offers new opportunities for proactive diabetes management through real-time glucose forecasting. However, most existing models…