ClusterSense

Explainable Nonlinear Dimensionality Reduction with Feature-Driven Interaction

Distortion-Aware Brushing

Distortion-aware Brushing for Reliable Cluster Analysis in Multidimensional Projections

Dataset-Adaptive Dimensionality Reduction

Dataset-Adaptive Dimensionality Reduction for Reliable and Efficient Visual Analytics

Cluster-Label Matching

Measuring the Validity of Clustering Validation Datasets

S&UI

Leveraging Multimodal LLM for Inspirational User Interface Search

Unveiling High-dimensional Backstage

A Survey for Reliable Visual Analytics with Dimensionality Reduction

PhenoFlow

A Human-LLM Driven Visual Analytics System for Exploring Large and Complex Stroke Datasets

LitWeaver

Supporting Novice Researchers to Write Literature Review using Language Models

Enhancing Data Literacy On-demand: LLMs as Guides for Novices in Chart Interpretation

Chart reading guidance using LLM through both textual and visual annotations

Fields, Bridges, and Foundations: How Researchers Browse Citation Network Visualizations

What are the specific elements researchers want to see in a citation network?

Natural Language Dataset Generation Framework for Visualizations Powered by Large Language Models

a Large Language Model (LLM) framework that generates rich and diverse NL datasets using only Vega-Lite specifications as input

Classes are not Clusters

Improving Label-based Evaluation of Dimensionality Reduction