Transform-Data-by-Example (TDE): Extensible Data Transformation in Excel
Summary: Extensible Excel data transformation via TDE synthesizes programs from 3 I/O examples using external logic (source code, DLLs, web services, mappings). End-users reuse libraries and services in spreadsheet workflows, enabling ad-hoc cleaning without custom scripts. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Yeye He
- 2. Kris Ganjam
- 3. Kukjin Lee
- 4. Yue Wang
- 5. Vivek Narasayya
- 6. Surajit Chaudhuri
- 7. Xu Chu
- 8. Yudian Zheng
Incoming Citations (Sorted by Pagerank)
Showing 8 of 8 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,096 | Auto-Transform: Learning-to-Transform by Patterns | 2020 | VLDB | 5.7011825e-05 |
| 5,383 | Auto-Pipeline: Synthesizing Complex Data Pipelines By-Target Using Reinforcement Learning and Search | 2021 | VLDB | 5.5393038e-05 |
| 6,416 | Synthesizing Type-Detection Logic for Rich Semantic Data Types using Open-source Code | 2018 | SIGMOD | 5.072267e-05 |
| 6,800 | DTT: An Example-Driven Tabular Transformer for Joinability by Leveraging Large Language Models | 2024 | SIGMOD | 4.9231471e-05 |
| 9,371 | Auto-Formula: Recommend Formulas in Spreadsheets using Contrastive Learning for Table Representations | 2024 | SIGMOD | 4.3480692e-05 |
| 9,399 | TabulaX: Leveraging Large Language Models for Multi-Class Table Transformations | 2025 | VLDB | 4.3441378e-05 |
| 9,777 | Data Augmentation for ML-driven Data Preparation and Integration | 2021 | VLDB | 4.2856106e-05 |
| 10,598 | Auto-Prep: Holistic Prediction of Data Preparation Steps for Self-Service Business Intelligence | 2025 | VLDB | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 4 of 4 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,267 | Foofah: Transforming Data By Example | 2017 | SIGMOD | 0.00012936483 |
| 1,469 | BlinkFill: Semi-supervised Programming By Example for Syntactic String Transformations | 2016 | VLDB | 0.00011836053 |
| 2,097 | Predictive Interaction for Data Transformation | 2015 | CIDR | 9.5489822e-05 |
| 8,499 | Synthesizing Mapping Relationships Using Table Corpus | 2017 | SIGMOD | 4.4975851e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 691 | AJAX: An Extensible Data Cleaning Tool | 2000 | SIGMOD | 0.00018086135 |
| 9,399 | TabulaX: Leveraging Large Language Models for Multi-Class Table Transformations | 2025 | VLDB | 4.3441378e-05 |
| 7,812 | Foofah: A Programming-By-Example System for Synthesizing Data Transformation Programs | 2017 | SIGMOD | 4.6443197e-05 |
| 1,267 | Foofah: Transforming Data By Example | 2017 | SIGMOD | 0.00012936483 |
| 5,937 | DataXFormer: Leveraging the Web for Semantic Transformations | 2015 | CIDR | 5.2650964e-05 |
| 5,275 | Auto-Tables: Synthesizing Multi-Step Transformations to Relationalize Tables without Using Examples | 2023 | VLDB | 5.5905507e-05 |
| 4,695 | DataXFormer: An Interactive Data Transformation Tool | 2015 | SIGMOD | 5.9927993e-05 |
| 5,096 | Auto-Transform: Learning-to-Transform by Patterns | 2020 | VLDB | 5.7011825e-05 |
| 3,230 | Learning Semantic String Transformations from Examples | 2012 | VLDB | 7.339123e-05 |
| 3,478 | Transform-Data-by-Example (TDE): An Extensible Search Engine for Data Transformations | 2018 | VLDB | 7.054159e-05 |