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Author

Junghyun Oh

2 papers indexed here

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Jul 2026

Mixture-of-Translators: Translating KV Caches Across Heterogeneous Large Language Models

Mixture-of-Translators (MoT), a cache translation framework that maps context KV caches from a source LLM into the cache space of a target LLM, is proposed, demonstrating scalable KV cache reuse across heterogeneous LLMs.

Jin-woo Lee, Minkyung Song, Junghyun Oh et al. · 4 citations
Book Open access Jul 2026

StAR: Adaptive Structure-Aware Reranking for Semantic–Structural Alignment in GraphRAG

StAR (Structure-Aware Reranking), a plug-and-play reranking module that injects hyperbolic structural similarity into GraphRAG ranking, suggests that restoring structural faithfulness through hyperbolic structural scoring improves ranking consistency for multi-hop QA.

Junghyun Oh, Sung-Su Lim · 0 citations

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