58 citations · 130 across the 8 of their papers we have counts for
10 papers
Type-Directed Synthesis of Visualizations from Natural Language Queries
Qiaochu Chen, Shankara Pailoor, Celeste Barnaby +4
We propose a new technique based on program synthesis for automatically generating visualizations from natural language queries. Our method parses the natural language query into a…
Synthesizing Analytical SQL Queries from Computation Demonstration
Xiangyu Zhou, Rastislav Bodik, Alvin Cheung +1
Analytical SQL is widely used in modern database applications and data analysis. However, its partitioning and grouping operators are challenging for novice users. Unfortunately, p…
Falx: Synthesis-Powered Visualization Authoring
Chenglong Wang, Yu Feng, Rastislav Bodik +3
Modern visualization tools aim to allow data analysts to easily create exploratory visualizations. When the input data layout conforms to the visualization design, users can easily…
Scout: Rapid Exploration of Interface Layout Alternatives through High-Level Design Constraints
Amanda Swearngin, Chenglong Wang, Alannah Oleson +2
Although exploring alternatives is fundamental to creating better interface designs, current processes for creating alternatives are generally manual, limiting the alternatives a d…
Visualization by Example
Chenglong Wang, Yu Feng, Rastislav Bodik +2
While visualizations play a crucial role in gaining insights from data, generating useful visualizations from a complex dataset is far from an easy task. Besides understanding the…
Learning Transferable Graph Exploration
Hanjun Dai, Yujia Li, Chenglong Wang +3
This paper considers the problem of efficient exploration of unseen environments, a key challenge in AI. We propose a `learning to explore' framework where we learn a policy from a…