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: 14333
Venue: VLDB
Year: 2026
Pagerank: 4.4229886e-05
Overall Rank: 8,896 | 38.18%
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	4.1905499e-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	0.00036859633
366	Text-to-SQL Empowered by Large Language Models: A Benchmark Evaluation	2024	VLDB	0.00025580097
405	Massive Stochastic Testing of SQL	1998	VLDB	0.00024046204
510	An End-to-End Automatic Cloud Database Tuning System Using Deep Reinforcement Learning	2019	SIGMOD	0.00021420477
659	The Making of TPC-DS	2006	VLDB	0.00018514913
998	CodeS: Towards Building Open-source Language Models for Text-to-SQL	2024	SIGMOD	0.00014726344
1,953	D-Bot: Database Diagnosis System using Large Language Models	2024	VLDB	9.9701097e-05
2,435	ScienceBenchmark: A Complex Real-World Benchmark for Evaluating Natural Language to SQL Systems	2024	VLDB	8.8218963e-05
2,937	DSB: A Decision Support Benchmark for Workload-Driven and Traditional Database Systems	2021	VLDB	7.8552033e-05
3,978	OmniSQL: Synthesizing High-quality Text-to-SQL Data at Scale	2025	VLDB	6.5662694e-05
4,413	Robust Query Driven Cardinality Estimation under Changing Workloads	2023	VLDB	6.1989918e-05
4,658	PreQR: Pre-training Representation for SQL Understanding	2022	SIGMOD	6.0084453e-05
5,032	FinSQL: Model-Agnostic LLMs-based Text-to-SQL Framework for Financial Analysis	2024	SIGMOD	5.7431004e-05
5,289	LearnedSQLGen: Constraint-aware SQL Generation using Reinforcement Learning	2022	SIGMOD	5.5790771e-05
5,405	ALECE: An Attention-based Learned Cardinality Estimator for SPJ Queries on Dynamic Workloads	2024	VLDB	5.5243727e-05
7,220	Speeding Up End-to-end Query Execution via Learning-based Progressive Cardinality Estimation	2023	SIGMOD	4.7926382e-05
8,892	Generation of Training Examples for Tabular Natural Language Inference	2023	SIGMOD	4.4233018e-05
9,358	Db2une: Tuning Under Pressure via Deep Learning	2024	VLDB	4.3480651e-05
9,618	A New Paradigm in Tuning Learned Indexes: A Reinforcement Learning Enhanced Approach	2025	SIGMOD	4.3131993e-05

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