111 citations · 448 across the 41 of their papers we have counts for
6 papers · 1 filter
AdaVis: Adaptive and Explainable Visualization Recommendation for Tabular Data
Songheng Zhang, Haotian Li, Huamin Qu +1
Automated visualization recommendation facilitates the rapid creation of effective visualizations, which is especially beneficial for users with limited time and limited knowledge…
Where Are We So Far? Understanding Data Storytelling Tools from the Perspective of Human-AI Collaboration
Haotian Li, Yun Wang, Huamin Qu
Data storytelling is powerful for communicating data insights, but it requires diverse skills and considerable effort from human creators. Recent research has widely explored the p…
Reviving Static Charts into Live Charts
Lu Ying, Yun Wang, Haotian Li +5
Data charts are prevalent across various fields due to their efficacy in conveying complex data relationships. However, static charts may sometimes struggle to engage readers and e…
InkSight: Leveraging Sketch Interaction for Documenting Chart Findings in Computational Notebooks
Yanna Lin, Haotian Li, Leni Yang +2
Computational notebooks have become increasingly popular for exploratory data analysis due to their ability to support data exploration and explanation within a single document. Ef…
Why is AI not a Panacea for Data Workers? An Interview Study on Human-AI Collaboration in Data Storytelling
Haotian Li, Yun Wang, Q. Vera Liao +1
Data storytelling plays an important role in data workers' daily jobs since it boosts team collaboration and public communication. However, to make an appealing data story, data wo…
Notable: On-the-fly Assistant for Data Storytelling in Computational Notebooks
Haotian Li, Lu Ying, Haidong Zhang +3
Computational notebooks are widely used for data analysis. Their interleaved displays of code and execution results (e.g., visualizations) are welcomed since they enable iterative…