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
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Incoming Citations (Sorted by Pagerank)
Showing 5 of 5 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,970 | HAIChart: Human and AI Paired Visualization System | 2024 | VLDB | 6.5784767e-05 |
| 6,556 | Demonstration of PI2: Interactive Visualization Interface Generation for SQL Analysis in Notebook | 2022 | SIGMOD | 5.0148305e-05 |
| 10,185 | MultiVis-Agent: A Multi-Agent Framework with Logic Rules for Reliable and Comprehensive Cross-Modal Data Visualization | 2026 | SIGMOD | 4.1945683e-05 |
| 10,366 | An Adaptive Benchmark for Modeling User Exploration of Large Datasets | 2025 | SIGMOD | 4.1945683e-05 |
| 10,496 | Physical Visualization Design: Decoupling Interface and System Design | 2025 | SIGMOD | 4.1945683e-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 |
|---|---|---|---|---|
| 214 | Scorpion: Explaining Away Outliers in Aggregate Queries | 2013 | VLDB | 0.0003363692 |
| 257 | Making Database Systems Usable | 2007 | SIGMOD | 0.00030223397 |
| 2,091 | Automated Creation of a Forms-based Database Query Interface | 2008 | VLDB | 9.5608989e-05 |
| 4,635 | Mining Precision Interfaces From Query Logs | 2019 | SIGMOD | 6.033398e-05 |
| 6,556 | Demonstration of PI2: Interactive Visualization Interface Generation for SQL Analysis in Notebook | 2022 | SIGMOD | 5.0148305e-05 |
| 7,499 | Monte Carlo Tree Search for Generating Interactive Data Analysis Interfaces | 2020 | SIGMOD | 4.7180617e-05 |
| 9,533 | TSExplain: Surfacing Evolving Explanations for Time Series | 2021 | SIGMOD | 4.3269636e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,365 | Expressive Query Construction through Direct Manipulation of Nested Relational Results | 2016 | SIGMOD | 6.2542811e-05 |
| 13,345 | Exploring Visualization of Data Transforms | 2016 | SIGMOD | - |
| 6,609 | Data-driven Visual Query Interfaces for Graphs: Past, Present, and (Near) Future | 2022 | SIGMOD | 4.9956718e-05 |
| 13,108 | PatternVis: A Tool for Relational Pattern Visualization | 2025 | SIGMOD | - |
| 8,111 | Databases will Visualize Queries too* | 2011 | VLDB | 4.5842786e-05 |
| 5,452 | QueryVis: Logic-based Diagrams help Users Understand Complicated SQL Queries Faster | 2020 | SIGMOD | 5.4999397e-05 |
| 4,635 | Mining Precision Interfaces From Query Logs | 2019 | SIGMOD | 6.033398e-05 |
| 7,499 | Monte Carlo Tree Search for Generating Interactive Data Analysis Interfaces | 2020 | SIGMOD | 4.7180617e-05 |
| 4,877 | Precision Interfaces for Different Modalities | 2018 | SIGMOD | 5.8593569e-05 |
| 6,556 | Demonstration of PI2: Interactive Visualization Interface Generation for SQL Analysis in Notebook | 2022 | SIGMOD | 5.0148305e-05 |