SQL-Factory: A Multi-Agent Framework for High-Quality and Large-Scale SQL Generation

Summary: SQL-Factory: a modular multi-agent pipeline splitting SQL synthesis into Generation (diverse structures via a strong LLM), Expansion (cheap scaling via a lightweight LLM), and Management (adaptive scheduling and quality control). Generates >300k diverse SQLs for <$200 API cost and boosts downstream Text-to-SQL performance. (summarized by gpt-5-mini on Mar 13 2026)

Paper ID: 14319
Venue: VLDB
Year: 2026
Pagerank: 4.427232e-05
Overall Rank: 8,896 | 38.12%
DOI: 10.14778/3778092.3778093

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 1 of 1 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
10,242	SQL-Exchange: Transforming SQL Queries Across Domains	2026	VLDB	4.1945683e-05

Outgoing Citations (Sorted by Pagerank)

Showing 19 of 19 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank	Cited Paper	Year	Venue	Pagerank
183	Automatic Database Management System Tuning Through Large-scale Machine Learning	2017	SIGMOD	0.00036721403
369	Text-to-SQL Empowered by Large Language Models: A Benchmark Evaluation	2024	VLDB	0.0002547515
406	Massive Stochastic Testing of SQL	1998	VLDB	0.00024053686
514	An End-to-End Automatic Cloud Database Tuning System Using Deep Reinforcement Learning	2019	SIGMOD	0.0002124895
659	The Making of TPC-DS	2006	VLDB	0.00018500853
998	CodeS: Towards Building Open-source Language Models for Text-to-SQL	2024	SIGMOD	0.00014729379
1,956	D-Bot: Database Diagnosis System using Large Language Models	2024	VLDB	9.960627e-05
2,433	ScienceBenchmark: A Complex Real-World Benchmark for Evaluating Natural Language to SQL Systems	2024	VLDB	8.8285962e-05
2,985	DSB: A Decision Support Benchmark for Workload-Driven and Traditional Database Systems	2021	VLDB	7.7795847e-05
3,978	OmniSQL: Synthesizing High-quality Text-to-SQL Data at Scale	2025	VLDB	6.5725884e-05
4,417	Robust Query Driven Cardinality Estimation under Changing Workloads	2023	VLDB	6.2037371e-05
4,661	PreQR: Pre-training Representation for SQL Understanding	2022	SIGMOD	6.0137947e-05
5,033	FinSQL: Model-Agnostic LLMs-based Text-to-SQL Framework for Financial Analysis	2024	SIGMOD	5.7486224e-05
5,371	LearnedSQLGen: Constraint-aware SQL Generation using Reinforcement Learning	2022	SIGMOD	5.5428776e-05
5,401	ALECE: An Attention-based Learned Cardinality Estimator for SPJ Queries on Dynamic Workloads	2024	VLDB	5.5285035e-05
7,221	Speeding Up End-to-end Query Execution via Learning-based Progressive Cardinality Estimation	2023	SIGMOD	4.797194e-05
8,892	Generation of Training Examples for Tabular Natural Language Inference	2023	SIGMOD	4.4275457e-05
9,352	Db2une: Tuning Under Pressure via Deep Learning	2024	VLDB	4.3522361e-05
9,618	A New Paradigm in Tuning Learned Indexes: A Reinforcement Learning Enhanced Approach	2025	SIGMOD	4.3173366e-05

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