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DEG: Efficient Hybrid Vector Search Using the Dynamic Edge Navigation Graph
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NEXT: A New Secondary Index Framework for LSM-based Data Storage
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GeoBloom: Revisiting Lightweight Models for Geographic Information Retrieval
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LLM-R2: A Large Language Model Enhanced Rule-based Rewrite System for Boosting Query Efficiency
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RankPQO: Learning-to-Rank for Parametric Query Optimization
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Machine Learning for Databases: Foundations, Paradigms, and Open problems
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Machine Learning for Databases: Foundations, Paradigms, and Open problems
A Comparative Study and Component Analysis of Query Plan Representation Techniques in ML4DB Studies
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A Comparative Study and Component Analysis of Query Plan Representation Techniques in ML4DB Studies
Lemo: A Cache-Enhanced Learned Optimizer for Concurrent Queries
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Lemo: A Cache-Enhanced Learned Optimizer for Concurrent Queries
PLATON: Top-down R-tree Packing with Learned Partition Policy
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PLATON: Top-down R-tree Packing with Learned Partition Policy
Selectivity Estimation for Queries Containing Predicates over Set-Valued Attributes
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Selectivity Estimation for Queries Containing Predicates over Set-Valued Attributes