3 papers
cs.HC2024
Datasets of Visualization for Machine Learning
Can Liu, Ruike Jiang, Shaocong Tan +4
Datasets of visualization play a crucial role in automating data-driven visualization pipelines, serving as the foundation for supervised model training and algorithm benchmarking.…
cs.HC2024
AutoLegend: A User Feedback-Driven Adaptive Legend Generator for Visualizations
Can Liu, Xiyao Mei, Zhibang Jiang +2
We propose AutoLegend to generate interactive visualization legends using online learning with user feedback. AutoLegend accurately extracts symbols and channels from visualization…
cs.HC2024
Breathing New Life into Existing Visualizations: A Natural Language-Driven Manipulation Framework
Can Liu, Jiacheng Yu, Yuhan Guo +3
We propose an approach to manipulate existing interactive visualizations to answer users' natural language queries. We analyze the natural language tasks and propose a design space…