Monte Carlo Tree Search for Generating Interactive Data Analysis Interfaces
Summary: Proposes a top-down, search-based method that encodes both query ASTs and UI layout in a single difftree. Uses Monte Carlo Tree Search to explore the huge search space and optimize a joint cost over layout, widgets, and multi-step inputs. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Yiru Chen
Incoming Citations (Sorted by Pagerank)
Showing 4 of 4 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,560 | PI2: End-to-end Interactive Visualization Interface Generation from Queries | 2022 | SIGMOD | 5.4336252e-05 |
| 6,556 | Demonstration of PI2: Interactive Visualization Interface Generation for SQL Analysis in Notebook | 2022 | SIGMOD | 5.0148305e-05 |
| 10,496 | Physical Visualization Design: Decoupling Interface and System Design | 2025 | SIGMOD | 4.1945683e-05 |
| 11,586 | (Demo) Physical Visualization Design | 2020 | SIGMOD | 4.1945683e-05 |
Previous
Page 1 / 1
Next
Outgoing Citations (Sorted by Pagerank)
Showing 2 of 2 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,635 | Mining Precision Interfaces From Query Logs | 2019 | SIGMOD | 6.033398e-05 |
| 4,877 | Precision Interfaces for Different Modalities | 2018 | SIGMOD | 5.8593569e-05 |
Previous
Page 1 / 1
Next
Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,810 | Database Benchmarking for Supporting Real-Time Interactive Querying of Large Data | 2020 | SIGMOD | 5.3178017e-05 |
| 2,091 | Automated Creation of a Forms-based Database Query Interface | 2008 | VLDB | 9.5608989e-05 |
| 7,279 | Data-driven Visual Graph Query Interface Construction and Maintenance: Challenges and Opportunities | 2016 | VLDB | 4.779057e-05 |
| 4,052 | Interactive Analysis of Web-Scale Data | 2009 | CIDR | 6.4936745e-05 |
| 994 | Assisted Querying using Instant-Response Interfaces | 2007 | SIGMOD | 0.00014755845 |
| 1,605 | Addressing Diverse User Preferences in SQL-Query-Result Navigation | 2007 | SIGMOD | 0.00011186762 |
| 3,248 | A Learned Query Rewrite System using Monte Carlo Tree Search | 2022 | VLDB | 7.3258782e-05 |
| 5,560 | PI2: End-to-end Interactive Visualization Interface Generation from Queries | 2022 | SIGMOD | 5.4336252e-05 |
| 4,877 | Precision Interfaces for Different Modalities | 2018 | SIGMOD | 5.8593569e-05 |
| 4,635 | Mining Precision Interfaces From Query Logs | 2019 | SIGMOD | 6.033398e-05 |