VIS

Revisiting Channel Effectiveness: A Multi-Dimensional Evaluation with Primitive Visual Stimuli

Soohyun Lee, Seokhyeon Park, Minsuk Chang, and Jinwook Seo

Stop Misuing t-SNE and UMAP for Visual Analytics

Hyeon Jeon, Jeongin Park, Sungbok Shin, and Jinwook Seo

TailVis: Expressive Visualization Refinement Preserving Data-Binding Integrity

Yumin Song, Seokhyeon Park, Soohyun Lee, Aeri Cho, Hyeon Jeon, John Joon Young Chung, and Jinwook Seo

Dataset-Adaptive Dimensionality Reduction

Hyeon Jeon, Jeongin Park, Soohyun Lee, Dae Hyun Kim, Sungbok Shin, and Jinwook Seo

From Perception to Decision: Assessing the Role of Chart Types Affordances in High-Level Decision Tasks

Yixuan Li, Emery D. Berger, Minsuk Kahng, Cindy Xiong Bearfield

Metric Design != Metric Behavior: Improving Metric Selection for the Unbiased Evaluation of Dimensionality Reduction

Jiyeon Bae, Hyeon Jeon, and Jinwook Seo

Assessing Graphical Perception of Image Embedding Models using Channel Effectiveness

Soohyun Lee, Minsuk Chang, Seokhyeon Park, and Jinwook Seo

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

Kiroong Choe, Eunhye Kim, Sangwon Park, and Jinwook Seo

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

Jaeyoung Kim, Sihyeon Lee, Hyeon Jeon, Keonjoo Lee, Bohyoung Kim, Heejoon Bae, and Jinwook Seo

CLAMS: A Cluster Ambiguity Measure for Estimating Perceptual Variability in Visual Clustering

Hyeon Jeon, Ghulam Jilani Quadri, Hyunwook Lee, Paul Rosen, Danielle Albers Szafir, and Jinwook Seo

Classes are not Clusters: Improving Label-based Evaluation of Dimensionality Reduction

Hyeon Jeon, Yun-Hsin Kuo, Michaël Aupetit, Kwan-Liu Ma, and Jinwook Seo

EmphasisChecker: A Tool for Guiding Chart and Caption Emphasis

Dae Hyun Kim, Seulgi Choi, Juho Kim, Vidya Setlur, Maneesh Agrawala

Visualizing Linguistic Diversity of Text Datasets Synthesized by Large Language Models

Emily Reif, Minsuk Kahng, Savvas Petridis

ZADU: A Python Library for Evaluating the Reliability of Dimensionality Reduction Embeddings

Hyeon Jeon, Aeri Cho, Jinhwa Jang, Soohyun Lee, Jake Hyun, Hyung-Kwon Ko, Jaemin Jo, and Jinwook Seo