7 citations · 10 across the 6 of their papers we have counts for
6 papers
MusicJam: Visualizing Music Insights via Generated Narrative Illustrations
Chuer Chen, Nan Cao, Jiani Hou +3
Visualizing the insights of the invisible music is able to bring listeners an enjoyable and immersive listening experience, and therefore has attracted much attention in the field…
Urania: Visualizing Data Analysis Pipelines for Natural Language-Based Data Exploration
Yi Guo, Nan Cao, Xiaoyu Qi +5
Exploratory Data Analysis (EDA) is an essential yet tedious process for examining a new dataset. To facilitate it, natural language interfaces (NLIs) can help people intuitively ex…
Chart2Vec: A Universal Embedding of Context-Aware Visualizations
Qing Chen, Ying Chen, Ruishi Zou +4
The advances in AI-enabled techniques have accelerated the creation and automation of visualizations in the past decade. However, presenting visualizations in a descriptive and gen…
Datamator: An Intelligent Authoring Tool for Creating Datamations via Data Query Decomposition
Yi Guo, Nan Cao, Ligan Cai +4
Datamation is designed to animate an analysis pipeline step by step, which is an intuitive and effective way to interpret the results from data analysis. However, creating a datama…
Talk2Data: A Natural Language Interface for Exploratory Visual Analysis via Question Decomposition
Yi Guo, Danqing Shi, Mingjuan Guo +3
Through a natural language interface (NLI) for exploratory visual analysis, users can directly "ask" analytical questions about the given tabular data. This process greatly improve…
Survey on Visual Analysis of Event Sequence Data
Yi Guo, Shunan Guo, Zhuochen Jin +3
Event sequence data record series of discrete events in the time order of occurrence. They are commonly observed in a variety of applications ranging from electronic health records…