181 citations · 202 across the 3 of their papers we have counts for
3 papers
cs.DS2022★ 1 cited
Graph Exploration with Embedding-Guided Layouts
Leixian Shen, Zhiwei Tai, Enya Shen +1
Node-link diagrams are widely used to visualize graphs. Most graph layout algorithms only use graph topology for aesthetic goals (e.g., minimize node occlusions and edge crossings)…
cs.HC2022★ 20 cited
Visual Data Analysis with Task-based Recommendations
Leixian Shen, Enya Shen, Zhiwei Tai +2
General visualization recommendation systems typically make design decisions for the dataset automatically. However, most of them can only prune meaningless visualizations but fail…
cs.HC2021★ 181 cited
Towards Natural Language Interfaces for Data Visualization: A Survey
Leixian Shen, Enya Shen, Yuyu Luo +5
Utilizing Visualization-oriented Natural Language Interfaces (V-NLI) as a complementary input modality to direct manipulation for visual analytics can provide an engaging user expe…