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100x Cost & Latency Reduction: Performance Analysis of AI Query Approximation using Lightweight Proxy Models

Pushkar Kadilkar, Thibaud Hottelier, Yves-Laurent Kom Samo, Jian He

Year: 2026Area: cs.DBCitations: -

Tags: ai-safety, csdb, preprint

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DOT: Dynamic Knob Selection and Online Sampling for Automated Database Tuning

Yifan Wang, Debabrota Basu, Romain Rouvoy, Patrick Royer

Year: 2026Area: cs.DBCitations: -

Tags: ai-safety, csdb, preprint

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Dial: A Knowledge-Grounded Dialect-Specific NL2SQL System

Hongming Xu, Guoliang Li, Xiang Zhang, Fan Wu

Year: 2026Area: cs.DBCitations: -

Tags: ai-safety, csdb, preprint

E4 / R3 (97%)
EvoSchema: Towards Text-to-SQL Robustness Against Schema Evolution

Yunyao Li, Siddhartha Sahai, Yuan Tian, Kun Qian

Year: 2026Area: cs.DBCitations: -

Tags: ai-safety, csdb, preprint

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SODIUM: From Open Web Data to Queryable Databases

Chuxuan Hu, Philip Li, Maxwell Yang, Daniel Kang

Year: 2026Area: cs.DBCitations: -

Tags: ai-safety, csdb, preprint

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