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HAIChart: Human and AI Paired Visualization System
Summary: HAIChart: an RL-based human–AI visualization system leveraging Monte Carlo Graph Search and a composite reward to auto-generate high-quality chart candidates. Adds an active “visualization hints” mechanism—top-k hint selection proven NP-hard with an efficient solver—to iteratively incorporate user feedback and significantly boost recall and hit@k versus prior human- and AI-driven tools.
(summarized by gpt-5-mini on Feb 09 2026)
- Paper ID
- 13532
- Venue
- VLDB
- Year
- 2024
- Pagerank
- 6.5784767e-05
- Overall Rank
- 3,970 | 72.39%
- DOI
-
10.14778/3681954.3681992
Incoming Non-self Citations Over Time
Incoming Citations (Sorted by Pagerank)
Showing 5 of 5 citing papers.
Outgoing Citations (Sorted by Pagerank)
Showing 12 of 12 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank |
Cited Paper |
Year |
Venue |
Pagerank |
| 3,393 |
Lux: Always-on Visualization Recommendations for Exploratory Dataframe Workflows |
2022 |
VLDB |
7.1483239e-05 |
| 3,662 |
The Dawn of Natural Language to SQL: Are We Fully Ready? |
2024 |
VLDB |
6.8672143e-05 |
| 4,825 |
Synthesizing Natural Language to Visualization (NL2VIS) Benchmarks from NL2SQL Benchmarks |
2021 |
SIGMOD |
5.8946721e-05 |
| 5,381 |
Selective Data Acquisition in the Wild for Model Charging |
2022 |
VLDB |
5.5399508e-05 |
| 5,484 |
DeepEye: Creating Good Data Visualizations by Keyword Search |
2018 |
SIGMOD |
5.4826544e-05 |
| 5,560 |
PI2: End-to-end Interactive Visualization Interface Generation from Queries |
2022 |
SIGMOD |
5.4336252e-05 |
| 5,867 |
Combining Design and Performance in a Data Visualization Management System |
2017 |
CIDR |
5.296418e-05 |
| 6,556 |
Demonstration of PI2: Interactive Visualization Interface Generation for SQL Analysis in Notebook |
2022 |
SIGMOD |
5.0148305e-05 |
| 8,268 |
Learned Data-aware Image Representations of Line Charts for Similarity Search |
2023 |
SIGMOD |
4.5456668e-05 |
| 9,077 |
VerifAI: Verified Generative AI |
2024 |
CIDR |
4.4010762e-05 |
| 9,221 |
VisClean: Interactive Cleaning for Progressive Visualization |
2020 |
VLDB |
4.3699444e-05 |
| 9,829 |
Sevi: Speech-to-Visualization through Neural Machine Translation |
2022 |
SIGMOD |
4.2751057e-05 |
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| 10,185 |
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| 8,828 |
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SIGMOD |
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