3 papers
cs.MM2026
From Models to Systems: A Comprehensive Survey of Efficient Multimodal Learning
Pan Wang, Siwei Song, Hui Ji +12
The rapid expansion of multimodal models has surfaced formidable bottlenecks in computation, memory, and deployment, catalyzing the rise of Efficient Multimodal Learning (EML) as a…
cs.LG2025
Translation from Wearable PPG to 12-Lead ECG
Hui Ji, Wei Gao, Pengfei Zhou
The 12-lead electrocardiogram (ECG) is the gold standard for cardiovascular monitoring, offering superior diagnostic granularity and specificity compared to photoplethysmography (P…
eess.SY2024
DIETS: Diabetic Insulin Management System in Everyday Life
Hanyu Zeng, Hui Ji, Pengfei Zhou
People with diabetes need insulin delivery to effectively manage their blood glucose levels, especially after meals, because their bodies either do not produce enough insulin or ca…