2 papers
cs.CL2026
Mixture-of-Translators: Translating KV Caches Across Heterogeneous Large Language Models
Jin-woo Lee, Minkyung Song, Junghyun Oh +4
Heterogeneous Large Language Model (LLM) systems increasingly rely on shared contexts, retrieved evidence, and multi-agent dialogue histories, yet their internal key-value (KV) cac…
cs.AI2026
MPR-CiteG: Enhancing RAG with Multi-Portfolio Retrieval and Citation-Grounded Generation
Hyewon Lee, Minkyung Song, Junghyun Oh +2
This paper presents the MPR-CiteG framework, which achieved second place in the ScienceON AI Challenge by addressing two fundamental challenges in generative AI: inefficient retrie…