2 papers
cs.LG2025
Transformer-Based Sleep Stage Classification Enhanced by Clinical Information
Woosuk Chung, Seokwoo Hong, Wonhyeok Lee +1
Manual sleep staging from polysomnography (PSG) is labor-intensive and prone to inter-scorer variability. While recent deep learning models have advanced automated staging, most re…
cs.DB2025
Rethinking Caching for LLM Serving Systems: Beyond Traditional Heuristics
Jungwoo Kim, Minsang Kim, Jaeheon Lee +6
Serving Large Language Models (LLMs) at scale requires meeting strict Service Level Objectives (SLOs) under severe computational and memory constraints. Nevertheless, traditional c…