PATSQL: Efficient Synthesis of SQL Queries from Example Tables with Quick Inference of Projected Columns
Summary: PATSQL enables fast SQL synthesis from example tables by lifting projection over operators via RA rules to infer columns. New constraints with top-down propagation speed sketch completion; on 226 queries, it solves 68% and finds 89% within 1s. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Keita Takenouchi
- 2. Takashi Ishio
- 3. Joji Okada
- 4. Yuji Sakata
Incoming Citations (Sorted by Pagerank)
Showing 4 of 4 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,275 | Auto-Tables: Synthesizing Multi-Step Transformations to Relationalize Tables without Using Examples | 2023 | VLDB | 5.5905507e-05 |
| 8,383 | EQUI-VOCAL: Synthesizing Queries for Compositional Video Events from Limited User Interactions | 2023 | VLDB | 4.5307128e-05 |
| 10,036 | Testing Graph Databases with Synthesized Queries | 2026 | SIGMOD | 4.1945683e-05 |
| 11,035 | Relational Query Synthesis ⋈ Decision Tree Learning | 2024 | VLDB | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 8 of 8 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,430 | Duoquest: A Dual-Specification System for Expressive SQL Queries | 2020 | SIGMOD | 0.00012031061 |
| 2,982 | FastQRE: Fast Query Reverse Engineering | 2018 | SIGMOD | 7.7801984e-05 |
| 3,661 | Example-Driven Query Intent Discovery: Abductive Reasoning using Semantic Similarity | 2019 | VLDB | 6.8689912e-05 |
| 3,663 | Reverse Engineering Aggregation Queries | 2017 | VLDB | 6.8647221e-05 |
| 6,679 | SQUARES : A SQL Synthesizer Using Query Reverse Engineering | 2020 | VLDB | 4.9656458e-05 |
| 6,758 | Data Migration using Datalog Program Synthesis | 2020 | VLDB | 4.937199e-05 |
| 7,458 | Trinity: An Extensible Synthesis Framework for Data Science | 2019 | VLDB | 4.7245406e-05 |
| 7,463 | Automated Migration of Hierarchical Data to Relational Tables using Programming-by-Example | 2018 | VLDB | 4.7232241e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 10,762 | ParSEval: Plan-aware Test Database Generation for SQL Equivalence Evaluation | 2025 | VLDB | 4.1945683e-05 |
| 5,733 | Explaining Wrong Queries Using Small Examples | 2019 | SIGMOD | 5.3483446e-05 |
| 13,108 | PatternVis: A Tool for Relational Pattern Visualization | 2025 | SIGMOD | - |
| 5,473 | Facilitating SQL Query Composition and Analysis | 2020 | SIGMOD | 5.4885366e-05 |
| 11,035 | Relational Query Synthesis ⋈ Decision Tree Learning | 2024 | VLDB | 4.1945683e-05 |
| 2,982 | FastQRE: Fast Query Reverse Engineering | 2018 | SIGMOD | 7.7801984e-05 |
| 7,888 | Scalable Package Queries in Relational Database Systems | 2016 | VLDB | 4.6254226e-05 |
| 4,173 | Automatic Example Queries for Ad Hoc Databases | 2011 | SIGMOD | 6.3874627e-05 |
| 1,732 | CatSQL: Towards Real World Natural Language to SQL Applications | 2023 | VLDB | 0.00010732004 |
| 1,459 | Query From Examples: An Iterative, Data-Driven Approach to Query Construction | 2015 | VLDB | 0.00011889802 |