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Bum Chul Kwon

Bum Chul Kwon

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Multi-view biomedical foundation models for molecule-target and property prediction

An Autoethnography on Visualization Literacy: A Wicked Measurement Problem

A Critical Analysis of the Usage of Dimensionality Reduction in Four Domains

PromptAid: Visual Prompt Exploration, Perturbation, Testing and Iteration for Large Language Models

DG Comics: Semi-Automatically Authoring Graph Comics for Dynamic Graphs

SPARK: Harnessing Human-Centered Workflows with Biomedical Foundation Models for Drug Discovery

MiMICRI: Towards Domain-centered Counterfactual Explanations of Cardiovascular Image Classification Models

Finspector: A Human-Centered Visual Inspection Tool for Exploring and Comparing Biases among Foundation Models

Towards Visualization Thumbnail Designs that Entice Reading Data-driven Articles

Causalvis: Visualizations for Causal Inference

ConceptExplainer: Interactive Explanation for Deep Neural Networks from a Concept Perspective

Islet Autoantibody Levels Differentiate Progression Trajectories in Individuals With Presymptomatic Type 1 Diabetes

RMExplorer: A Visual Analytics Approach to Explore the Performance and the Fairness of Disease Risk Models on Population Subgroups

Prediction Performance And Fairness Heterogeneity In Cardiovascular Risk Models

Human-Centered Explainability For Life Sciences, Healthcare, And Medical Informatics

DASH: Visual Analytics for Debiasing Image Classification via User-Driven Synthetic Data Augmentation

Progression Of Type 1 Diabetes From Latency To Symptomatic Disease Is Predicted By Distinct Autoimmune Trajectories

Roslingifier: Semi-Automated Storytelling for Animated Scatterplots

Design And User Experience Testing Of A Polygenic Score Report: A Qualitative Study Of Prospective Users

VATUN: Visual Analytics for Testing and Understanding Convolutional Neural Networks

Wait, Let's Think about Your Purchase Again: A Study on Interventions for Supporting Self-Controlled Online Purchases

Improving Heart Disease Risk Through Quality-Focused Diet Logging: Pre-Post Study of a Diet Quality Tracking App

Modeling Disease Progression Trajectories from Longitudinal Observational Data

Geono-Cluster: Interactive Visual Cluster Analysis for Biologists

DPVis: Visual Analytics with Hidden Markov Models for Disease Progression Pathways

GUIComp: A GUI Design Assistant with Real-Time, Multi-Faceted Feedback

SANVis: Visual Analytics for Understanding Self-Attention Networks

Thumbnails for Data Stories: A Survey of Current Practices

The Correlation between Users' Cognitive Characteristics and Visualization Literacy

RetainVis: Visual Analytics with Interpretable and Interactive Recurrent Neural Networks on Electronic Medical Records

Clustervision: Visual Supervision of Unsupervised Clustering

Toward Predicting Social Support Needs in Online Health Social Networks

AxiSketcher: Interactive Nonlinear Axis Mapping of Visualizations through User Drawings

Sampling for Scalable Visual Analytics

VisExpress: Visual exploration of differential gene expression data

VLAT: Development of a Visualization Literacy Assessment Test

Off-Screen Visualization Perspectives: Tasks and Challenges

ReVACNN: Real-Time Visual Analytics for Convolutional Neural Network

Towards a Taxonomy for Evaluating User Engagement in Information Visualization

Personas in Online Health Communities

Peekquence: Visual Analytics for Event Sequence Data

A Comparative Evaluation on Online Learning Approaches using Parallel Coordinate Visualization

Spherical similarity explorer for comparative case analysis

Guidelines for Effective Usage of Text Highlighting Techniques

The Role of Uncertainty, Awareness, and Trust in Visual Analytics

VisOHC: Designing Visual Analytics for Online Health Communities

Do People Really Experience Information Overload While Reading Online Reviews?

Opinion Marks: A Human-Based Computation Approach to Instill Structure into Unstructured Text on the Web

What Are the Causes of Noncompliance Behaviors in Bar Code Medication Administration System Processes?

Ambient Grids: Maintain Context-Awareness via Aggregated Off-Screen Visualization