2 papers
cs.DB2026
RELOAD: A Robust and Efficient Learned Query Optimizer for Database Systems
Seokwon Lee, Jaeyoung Sim, Sihyun Kim +3
Recent advances in query optimization have shifted from traditional rule-based and cost-based techniques towards machine learning-driven approaches. Among these, reinforcement lear…
cs.DC2026
DFLOP: A Data-driven Framework for Multimodal LLM Training Pipeline Optimization
Hyeonjun An, Sihyun Kim, Chaerim Lim +9
Multimodal Large Language Models (MLLMs) have achieved remarkable advances by integrating text, image, and audio understanding within a unified architecture. However, existing dist…