DeepEye: Creating Good Data Visualizations by Keyword Search
Summary: Keyword-driven visualization over datasets; DeepEye infers intent to automatically generate, rank, and present visuals. Learns from existing datasets and good visuals to recommend options; provides faceted navigation for rapid refinement by experts. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Yuyu Luo (Tsinghua University)
- 2. Xuedi Qin (Tsinghua University)
- 3. Nan Tang (Hamad Bin Khalifa University; Qatar Computing Research Institute)
- 4. Guoliang Li (Tsinghua University)
- 5. Xinran Wang (Tsinghua University)
BibTeX Citation
@inproceedings{luo_sigmod18,
title = {{DeepEye: Creating Good Data Visualizations by Keyword Search}},
author = {Luo, Yuyu and Qin, Xuedi and Tang, Nan and Li, Guoliang and Wang, Xinran},
series = {{SIGMOD} '18},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/3183713.3193545},
url = {https://dl.acm.org/doi/10.1145/3183713.3193545},
year = {2018}
}Incoming Citations (Sorted by Pagerank)
Showing 9 of 9 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,852 | The Dawn of Natural Language to SQL: Are We Fully Ready? | 2024 | VLDB | 8.0455088e-05 |
| 4,809 | Synthesizing Natural Language to Visualization (NL2VIS) Benchmarks from NL2SQL Benchmarks | 2021 | SIGMOD | 6.4984309e-05 |
| 5,366 | HAIChart: Human and AI Paired Visualization System | 2024 | VLDB | 6.2457679e-05 |
| 6,618 | Spade: A Modular Framework for Analytical Exploration of RDF Graphs | 2019 | VLDB | 5.8212982e-05 |
| 6,737 | Towards Democratizing Relational Data Visualization | 2019 | SIGMOD | 5.7875328e-05 |
| 7,199 | Learned Data-aware Image Representations of Line Charts for Similarity Search | 2023 | SIGMOD | 5.6759927e-05 |
| 8,140 | Automated Data Visualization from Natural Language via Large Language Models: An Exploratory Study | 2024 | SIGMOD | 5.4802202e-05 |
| 9,339 | Efficient Exploration of Interesting Aggregates in RDF Graphs | 2021 | SIGMOD | 5.2869213e-05 |
| 9,976 | Sevi: Speech-to-Visualization through Neural Machine Translation | 2022 | SIGMOD | 5.1845938e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 3 of 3 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 410 | SeeDB: Efficient Data-Driven Visualization Recommendations to Support Visual Analytics | 2015 | VLDB | 0.0001890421 |
| 986 | Effortless Data Exploration with zenvisage: An Expressive and Interactive Visual Analytics System | 2017 | VLDB | 0.0001281777 |
| 2,840 | Towards Sustainable Insights or why polygamy is bad for you | 2017 | CIDR | 8.0650295e-05 |
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