Detecting Layout Templates in Complex Multiregion Files
Summary: Mondrian detects independent regions in complex multiregion spreadsheets by rendering sheets as images, clustering candidate elements, and modeling layouts as graphs. It discovers recurring templates across files and outperforms table-recognition methods on enterprise corpora. (summarized by gpt-5.6-luna on Jul 24 2026)
Incoming Non-self Citations Over Time
No non-self incoming citations found for this paper in this database.
Authors
- 1. Gerardo Vitagliano (Hasso Plattner Institute; University of Potsdam)
- 2. Lan Jiang (Hasso Plattner Institute; University of Potsdam)
- 3. Felix Naumann (Hasso Plattner Institute; University of Potsdam)
BibTeX Citation
@article{vitagliano_vldb22,
title = {{Detecting Layout Templates in Complex Multiregion Files}},
author = {Vitagliano, Gerardo and Jiang, Lan and Naumann, Felix},
journal = {PVLDB},
series = {{VLDB} '22},
volume = {15},
number = {3},
pages = {646--658},
doi = {10.14778/3494124.3494145},
url = {https://doi.org/10.14778/3494124.3494145},
year = {2022}
}Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 7,252 | Mondrian: Spreadsheet Layout Detection | 2022 | SIGMOD | 5.5736124e-05 |
| 7,910 | Pollock: A Data Loading Benchmark | 2023 | VLDB | 5.4284527e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 6 of 6 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 624 | Data Lake Management: Challenges and Opportunities | 2019 | VLDB | 0.00015479826 |
| 694 | JOSIE: Overlap Set Similarity Search for Finding Joinable Tables in Data Lakes | 2019 | SIGMOD | 0.00014727089 |
| 1,293 | Finding Related Tables in Data Lakes for Interactive Data Science | 2020 | SIGMOD | 0.00011149857 |
| 4,111 | Enterprise Information Extraction: Recent Developments and Open Challenges | 2010 | SIGMOD | 6.8006098e-05 |
| 4,244 | Pytheas: Pattern-based Table Discovery in CSV Files | 2020 | VLDB | 6.7067197e-05 |
| 7,758 | Senbazuru: A Prototype Spreadsheet Database Management System | 2013 | VLDB | 5.4581929e-05 |
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