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Jonghyun Bae

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Jul 2026

QBAT: Model-Based Query Budget Autotuner for Clustering-Based Approximate Nearest Neighbor Search

Approximate nearest neighbor search (ANNS) is a critical component in modern data-intensive applications, but its performance is often hindered by the use of a static query budget parameter. This one-size-fits-all approach, even if well-tuned, fails to account for the varying difficulty of individual queries, inevitabl...

Jonghyun Bae, Tae Jun Ham, Alan Li et al. · 0 citations

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