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20222026
most citedAdaptive-RAG: Learning to Adapt Retrieval-Augmented Large Language Models through Question Complexity

10 citations · 17 across the 23 of their papers we have counts for

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2 papers · 1 filter

cs.DC2026

OasisKV: Scaling In-Decode KV Cache Beyond HBM with Lookahead Sparse Prefetching

Can Xiao, Sukmin Cho, Junbong We +7

Large language model (LLM) inference serving is increasingly constrained by memory rather than compute. As long-context and long-form reasoning workloads become more prevalent, the…

cs.DC2026

ELDR: Expert-Locality-Aware Decode Routing for PD-Disaggregated MoE Serving

Sangjin Choi, Sukmin Cho, Yifan Xiong +3

In prefill-decode (PD) disaggregated LLM serving, each request is assigned to a decode worker after prefill. Existing decode routers balance only load; for mixture-of-experts (MoE)…