111 citations · 114 across the 8 of their papers we have counts for
9 papers
UncertaintyVis: Preserving Linguistic Uncertainty in Automated Text-to-Chart Generation
Songheng Zhang, Emily Aurelia, Anthony Tang
Data-rich documents pair narrative text with quantitative claims, and authors routinely qualify those claims with linguistic uncertainty markers such as "nearly," "approximately,"…
BAIT: Visual-illusion-inspired Privacy Preservation for Mobile Data Visualization
Sizhe Cheng, Songheng Zhang, Dong Ma +1
With the prevalence of mobile data visualizations, there have been growing concerns about their privacy risks, especially shoulder surfing attacks. Inspired by prior research on vi…
Chameleon: Automated Color Palette Adaptation for Dark Mode Data Visualizations
Manusha Karunathilaka, Songheng Zhang, Anthony Tang +3
Dark mode has gained widespread adoption across mobile platforms due to its benefits in reducing eye strain and conserving battery life. However, while the mobile system switches t…
ChartifyText: Automated Chart Generation from Data-Involved Texts via LLM
Songheng Zhang, Lei Wang, Toby Jia-Jun Li +3
Text documents with numerical values involved are widely used in various applications such as scientific research, economy, public health and journalism. However, it is difficult f…
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…
LLM4Vis: Explainable Visualization Recommendation using ChatGPT
Lei Wang, Songheng Zhang, Yun Wang +2
Data visualization is a powerful tool for exploring and communicating insights in various domains. To automate visualization choice for datasets, a task known as visualization reco…
Don't Peek at My Chart: Privacy-preserving Visualization for Mobile Devices
Songheng Zhang, Dong Ma, Yong Wang
Data visualizations have been widely used on mobile devices like smartphones for various tasks (e.g., visualizing personal health and financial data), making it convenient for peop…
Who Will Support My Project? Interactive Search of Potential Crowdfunding Investors Through InSearch
Songheng Zhang, Yong Wang, Haotian Li +1
Crowdfunding provides project founders with a convenient way to reach online investors. However, it is challenging for founders to find the most potential investors and successfull…
KG4Vis: A Knowledge Graph-Based Approach for Visualization Recommendation
Haotian Li, Yong Wang, Songheng Zhang +2
Visualization recommendation or automatic visualization generation can significantly lower the barriers for general users to rapidly create effective data visualizations, especiall…