Yuxin Ma
Latest
XNLI: Explaining and Diagnosing NLI-based Visual Data Analysis
IEEE TVCG | IEEE Transactions on Visualization and Computer Graphics
Natural language interfaces (NLIs) enable users to flexibly specify analytical intentions in data visualization. However, diagnosing …
location2vec: a situation-aware representation for visual exploration of urban locations
IEEE TITS | IEEE Transactions on Intelligent Transportation Systems
Understanding the relationship between urban locations is an essential task in urban planning and transportation management. Whereas …
ScatterNet: A Deep Subjective Similarity Model for Visual Analysis of Scatterplots.
IEEE TVCG | IEEE Transactions on Visualization and Computer Graphics
Similarity measuring methods are widely adopted in a broad range of visualization applications. In this work, we address the challenge …
LDSScanner: Exploratory Analysis of Low-Dimensional Structures in High-Dimensional Datasets
IEEE TVCG | IEEE Transactions on Visualization and Computer Graphics
Many approaches for analyzing a high-dimensional dataset assume that the dataset contains specific structures, e.g., clusters in linear …
