1 citations · 1 across the 3 of their papers we have counts for
7 papers
ReVis: Towards Reusable Image-Based Visualizations with MLLMs
Xiaolin Wen, Changlin Li, Manusha Karunathilaka +3
Many expressive visualizations are shared online only as bitmap images, making them difficult to redesign or adapt to new data. Reusing such image-based visualizations requires sub…
Accessible Fine-grained Data Representation via Spatial Audio
Can Liu, Wenjie Jiang, Shaolun Ruan +2
Pitch-based sonification of quantitative data increases the accessibility of data visualizations that are otherwise inaccessible for blind and low-vision (BLV) individuals. We argu…
HyperMOOC: Augmenting MOOC Videos with Concept-based Embedded Visualizations
Li Ye, Lei Wang, Lihong Cai +5
Massive Open Online Courses (MOOCs) have become increasingly popular worldwide. However, learners primarily rely on watching videos, easily losing knowledge context and reducing le…
Data Insights as Data: Quick Overview and Exploration of Automated Data Insights
Shangxuan Wu, Wendi Luan, Yong Wang +3
Automated data insight mining and visualization have been widely used in various business intelligence applications (e.g., market analysis and product promotion). However, automate…
Generalization of CNNs on Relational Reasoning with Bar Charts
Zhenxing Cui, Lu Chen, Yunhai Wang +3
This paper presents a systematic study of the generalization of convolutional neural networks (CNNs) and humans on relational reasoning tasks with bar charts. We first revisit prev…
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…