PI2: End-to-end Interactive Visualization Interface Generation from Queries
Summary: PI2 automates generation of interactive visualization interfaces from task-query sequences. A Difftree encodes AST variations and enables schema-mapping from queries to visuals and interactions, with layout-aware rendering and fast generation. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
BibTeX Citation
@inproceedings{chen_sigmod22,
title = {{PI2: End-to-end Interactive Visualization Interface Generation from Queries}},
author = {Chen, Yiru and Wu, Eugene},
series = {{SIGMOD} '22},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/3514221.3526166},
url = {https://dl.acm.org/doi/10.1145/3514221.3526166},
year = {2022}
}Incoming Citations (Sorted by Pagerank)
Showing 5 of 5 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,495 | HAIChart: Human and AI Paired Visualization System | 2024 | VLDB | 6.1056297e-05 |
| 6,636 | Physical Visualization Design: Decoupling Interface and System Design | 2025 | SIGMOD | 5.7262507e-05 |
| 7,591 | Demonstration of PI2: Interactive Visualization Interface Generation for SQL Analysis in Notebook | 2022 | SIGMOD | 5.4881509e-05 |
| 10,126 | An Adaptive Benchmark for Modeling User Exploration of Large Datasets | 2025 | SIGMOD | 5.0751052e-05 |
| 10,661 | MultiVis-Agent: A Multi-Agent Framework with Logic Rules for Reliable and Comprehensive Cross-Modal Data Visualization | 2026 | SIGMOD | 4.9793485e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 7 of 7 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 189 | Scorpion: Explaining Away Outliers in Aggregate Queries | 2013 | VLDB | 0.00025840026 |
| 319 | Making Database Systems Usable | 2007 | SIGMOD | 0.00021164857 |
| 2,203 | Automated Creation of a Forms-based Database Query Interface | 2008 | VLDB | 8.8609567e-05 |
| 5,031 | Mining Precision Interfaces From Query Logs | 2019 | SIGMOD | 6.3055788e-05 |
| 7,591 | Demonstration of PI2: Interactive Visualization Interface Generation for SQL Analysis in Notebook | 2022 | SIGMOD | 5.4881509e-05 |
| 8,089 | Monte Carlo Tree Search for Generating Interactive Data Analysis Interfaces | 2020 | SIGMOD | 5.3942942e-05 |
| 9,884 | TSExplain: Surfacing Evolving Explanations for Time Series | 2021 | SIGMOD | 5.1169323e-05 |
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Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 4,046 | Expressive Query Construction through Direct Manipulation of Nested Relational Results | 2016 | SIGMOD |
| 2 | 13,859 | Exploring Visualization of Data Transforms | 2016 | SIGMOD |
| 3 | 6,566 | Data-driven Visual Query Interfaces for Graphs: Past, Present, and (Near) Future | 2022 | SIGMOD |
| 4 | 13,635 | PatternVis: A Tool for Relational Pattern Visualization | 2025 | SIGMOD |
| 5 | 8,343 | Databases will Visualize Queries too | 2011 | VLDB |
| 6 | 4,617 | QueryVis: Logic-based Diagrams help Users Understand Complicated SQL Queries Faster | 2020 | SIGMOD |
| 7 | 5,031 | Mining Precision Interfaces From Query Logs | 2019 | SIGMOD |
| 8 | 8,089 | Monte Carlo Tree Search for Generating Interactive Data Analysis Interfaces | 2020 | SIGMOD |
| 9 | 5,744 | Precision Interfaces for Different Modalities | 2018 | SIGMOD |
| 10 | 7,591 | Demonstration of PI2: Interactive Visualization Interface Generation for SQL Analysis in Notebook | 2022 | SIGMOD |