2 papers
cs.LG2025
A Survey of Foundation Models for IoT: Taxonomy and Criteria-Based Analysis
Hui Wei, Dong Yoon Lee, Shubham Rohal +4
Foundation models have gained growing interest in the IoT domain due to their reduced reliance on labeled data and strong generalizability across tasks, which address key limitatio…
cs.LG2025
Graph-Based Physics-Guided Urban PM2.5 Air Quality Imputation with Constrained Monitoring Data
Shangjie Du, Hui Wei, Dong Yoon Lee +2
This work introduces GraPhy, a graph-based, physics-guided learning framework for high-resolution and accurate air quality modeling in urban areas with limited monitoring data. Fin…