4 papers
ZoomTable: Interactive Exploration of Data Facts in Hierarchical Tables via Semantic Zooming
Qiyang Chen, Guozheng Li, Xingqi Wang +3
Hierarchical tables are an important structure for organizing data with inherent hierarchical relationships. Existing studies have extensively explored methods for data fact explor…
Visualization Generation with Large Language Models: An Evaluation
Xinyu Wang, Chenwei Liang, Shunyuan Zheng +4
The frequent need for analysts to create visualizations to derive insights from data has driven extensive research into the generation of natural Language to Visualization (NL2VIS)…
InReAcTable: LLM-Powered Interactive Visual Data Story Construction from Tabular Data
Gerile Aodeng, Guozheng Li, Yunshan Feng +3
Insights in tabular data capture valuable patterns that help analysts understand critical information. Organizing related insights into visual data stories is crucial for in-depth…
Efficient Training of Generalizable Visuomotor Policies via Control-Aware Augmentation
Yinuo Zhao, Kun Wu, Tianjiao Yi +5
Improving generalization is one key challenge in embodied AI, where obtaining large-scale datasets across diverse scenarios is costly. Traditional weak augmentations, such as cropp…