ReadingMate: an infrared-camera-based content stabilization technique to help joggers read while running on a treadmill. - Bum Chul Kwon; Ji Soo Yi (CHI Extended Abstracts, 2009)

Direct manipulation through surrogate objects. - Bum Chul Kwon; Waqas Javed; Niklas Elmqvist; Ji Soo Yi (CHI, 2011)

Visual analytic roadblocks for novice investigators. - Bum Chul Kwon; Brian D. Fisher; Ji Soo Yi (IEEE VAST, 2011)

Evaluating the Role of Time in Investigative Analysis of Document Collections. - Bum Chul Kwon; Waqas Javed; Sohaib Ghani; Niklas Elmqvist; Ji Soo Yi; David S. Ebert (IEEE Trans. Vis. Comput. Graph., 2012)

ReadingMate: The Effect of the Content Stabilizing Technique, Font Size, and Interline Spacing on the Letter-Counting Task Performance of Treadmill Runners. - Bum Chul Kwon; Ji Soo Yi; Yu Zhu (Hum. Factors, 2013)

Visual Analytics for Multimodal Social Network Analysis: A Design Study with Social Scientists. - Sohaib Ghani; Bum Chul Kwon; Seungyoon Lee; Ji Soo Yi; Niklas Elmqvist (IEEE Trans. Vis. Comput. Graph., 2013)

State-of-the-Art Report of Visual Analysis for Event Detection in Text Data Streams. - Franz Wanner; Andreas Stoffel; Dominik Jäckle; Bum Chul Kwon; Andreas Weiler; Daniel A. Keim (EuroVis (STARs), 2014)

Knowledge Generation Model for Visual Analytics. - Dominik Sacha; Andreas Stoffel; Florian Stoffel; Bum Chul Kwon; Geoffrey P. Ellis; Daniel A. Keim (IEEE Trans. Vis. Comput. Graph., 2014)

Ambient Grids: Maintain Context-Awareness via Aggregated Off-Screen Visualization. - Dominik Jäckle; Florian Stoffel; Bum Chul Kwon; Dominik Sacha; Andreas Stoffel; Daniel A. Keim (EuroVis (Short Papers), 2015)

Coddlers, Scientists, Adventurers, and Opportunists: Personas to Inform Online Health Community Development. - Jina Huh; Bum Chul Kwon; Jaegul Choo; Sung-Hee Kim; Ji Soo Yi (CoRR, 2015)

Do People Really Experience Information Overload While Reading Online Reviews? - Bum Chul Kwon; Sung-Hee Kim; Timothy Duket; Adrián Catalán; Ji Soo Yi (Int. J. Hum. Comput. Interact., 2015)

What Are the Causes of Noncompliance Behaviors in Bar Code Medication Administration System Processes? - Byung Cheol Lee; Sukwon Lee; Bum Chul Kwon; Ji Soo Yi (Int. J. Hum. Comput. Interact., 2015)

A Comparative Evaluation on Online Learning Approaches using Parallel Coordinate Visualization. - Bum Chul Kwon; Bongshin Lee (CHI, 2016)

Spherical Similarity Explorer for Comparative Case Analysis. - Leishi Zhang; Chris Rooney; Lev Nachmanson; B. L. William Wong; Bum Chul Kwon; Florian Stoffel; Michael Hund; Nadeem Qazi; Uchit Singh; Daniel A. Keim (Visualization and Data Analysis, 2016)

Personas in online health communities. - Jina Huh; Bum Chul Kwon; Sung-Hee Kim; Sukwon Lee; Jaegul Choo; Jihoon Kim 001; Minje Choi; Ji Soo Yi (J. Biomed. Informatics, 2016)

VisOHC: Designing Visual Analytics for Online Health Communities. - Bum Chul Kwon; Sung-Hee Kim; Sukwon Lee; Jaegul Choo; Jina Huh; Ji Soo Yi (IEEE Trans. Vis. Comput. Graph., 2016)

The Role of Uncertainty, Awareness, and Trust in Visual Analytics. - Dominik Sacha; Hansi Senaratne; Bum Chul Kwon; Geoffrey P. Ellis; Daniel A. Keim (IEEE Trans. Vis. Comput. Graph., 2016)

Guidelines for Effective Usage of Text Highlighting Techniques. - Hendrik Strobelt; Daniela Oelke; Bum Chul Kwon; Tobias Schreck; Hanspeter Pfister (IEEE Trans. Vis. Comput. Graph., 2016)

Errata to "Guidelines for Effective Usage of Text Highlighting Techniques" [1]. - Hendrik Strobelt; Daniela Oelke; Bum Chul Kwon; Tobias Schreck; Hanspeter Pfister (IEEE Trans. Vis. Comput. Graph., 2016)

Sampling for Scalable Visual Analytics. - Bum Chul Kwon; Janu Verma; Peter J. Haas; Çagatay Demiralp (IEEE Computer Graphics and Applications, 2017)

VisExpress: Visual exploration of differential gene expression data. - Svenja Simon; Sebastian Mittelstädt; Bum Chul Kwon; Andreas Stoffel; Richard Landstorfer; Klaus Neuhaus; Anna Mühlig; Siegfried Scherer; Daniel A. Keim (Inf. Vis., 2017)

AxiSketcher: Interactive Nonlinear Axis Mapping of Visualizations through User Drawings. - Bum Chul Kwon; Hannah Kim 001; Emily Wall 001; Jaegul Choo; Haesun Park; Alex Endert (IEEE Trans. Vis. Comput. Graph., 2017)

VLAT: Development of a Visualization Literacy Assessment Test. - Sukwon Lee; Sung-Hee Kim; Bum Chul Kwon (IEEE Trans. Vis. Comput. Graph., 2017)

Clustervision: Visual Supervision of Unsupervised Clustering. - Bum Chul Kwon; Ben Eysenbach; Janu Verma; Kenney Ng; Christopher deFilippi; Walter F. Stewart; Adam Perer (IEEE Trans. Vis. Comput. Graph., 2018)

Thumbnails for Data Stories: A Survey of Current Practices. - Hwiyeon Kim; Juyoung Oh; Yunha Han; Sungahn Ko; Matthew Brehmer; Bum Chul Kwon (IEEE VIS (Short Papers), 2019)

SANVis: Visual Analytics for Understanding Self-Attention Networks. - Cheonbok Park; Jaegul Choo; Inyoup Na; Yongjang Jo; Sungbok Shin; Jaehyo Yoo; Bum Chul Kwon; Jian Zhao 010; Hyungjong Noh; Yeonsoo Lee (IEEE VIS (Short Papers), 2019)

DPVis: Visual Exploration of Disease Progression Pathways. - Bum Chul Kwon; Vibha Anand; Kristen A. Severson; Soumya Ghosh; Zhaonan Sun; Brigitte I. Frohnert; Markus Lundgren; Kenney Ng (CoRR, 2019)

RetainVis: Visual Analytics with Interpretable and Interactive Recurrent Neural Networks on Electronic Medical Records. - Bum Chul Kwon; Minje Choi; Joanne Taery Kim; Edward Choi; Young Bin Kim; Soonwook Kwon; Jimeng Sun 001; Jaegul Choo (IEEE Trans. Vis. Comput. Graph., 2019)

Modeling Disease Progression Trajectories from Longitudinal Observational Data. - Bum Chul Kwon; Peter Achenbach; Jessica L. Dunne; William Hagopian; Markus Lundgren; Kenney Ng; Riitta Veijola; Brigitte I. Frohnert; Vibha Anand (AMIA, 2020)

GUIComp: A GUI Design Assistant with Real-Time, Multi-Faceted Feedback. - Chunggi Lee; Sanghoon Kim; Dongyun Han; Hongjun Yang; Youngwoo Park; Bum Chul Kwon; Sungahn Ko (CHI, 2020)

Tutorial on Human-Centered Explainability for Healthcare. - Prithwish Chakraborty; Bum Chul Kwon; Sanjoy Dey; Amit Dhurandhar; Daniel M. Gruen; Kenney Ng; Daby Sow; Kush R. Varshney (KDD, 2020)

User-driven Analysis of Longitudinal Health Data with Hidden Markov Models for Clinical Insights. - Bum Chul Kwon (CoRR, 2020)

Modeling Disease Progression Trajectories from Longitudinal Observational Data. - Bum Chul Kwon; Peter Achenbach; Jessica L. Dunne; William Hagopian; Markus Lundgren; Kenney Ng; Riitta Veijola; Brigitte I. Frohnert; Vibha Anand; the T1DI Study Group (CoRR, 2020)

How Robust is Your Risk Model? Assessing Subpopulation Performance Heterogeneity in Risk Models Based on Discrimination, Calibration, and Fairness Measures: An Atrial Fibrillation Use Case. - Uri Kartoun; Shaan Khurshid; Bum Chul Kwon; Amit V. Khera; Patrick T. Ellinor; Steven A. Lubitz; Kenney Ng (AMIA, 2021)

Interactive Model Report Card for Visual Exploration of Performance Heterogeneity and Biases on Population Subgroups. - Bum Chul Kwon; Uri Kartoun; Shaan Khurshid; Amit V. Khera; Patrick T. Ellinor; Steven A. Lubitz; Kenney Ng (AMIA, 2021)

VATUN: Visual Analytics for Testing and Understanding Convolutional Neural Networks. - Cheonbok Park; Soyoung Yang; Inyoup Na; Sunghyo Chung; Sungbok Shin; Bum Chul Kwon; Deokgun Park 001; Jaegul Choo (EuroVis (Short Papers), 2021)

Wait, Let's Think about Your Purchase Again: A Study on Interventions for Supporting Self-Controlled Online Purchases. - Yunha Han; Hwiyeon Kim; Hyeshin Chu; Joohee Kim; Hyunwook Lee; Seunghyeong Choe; Dooyoung Jung; Dongil Chung; Bum Chul Kwon; Sungahn Ko (WWW, 2021)

Geono-Cluster: Interactive Visual Cluster Analysis for Biologists. - Subhajit Das 002; Bahador Saket; Bum Chul Kwon; Alex Endert (IEEE Trans. Vis. Comput. Graph., 2021)

DPVis: Visual Analytics With Hidden Markov Models for Disease Progression Pathways. - Bum Chul Kwon; Vibha Anand; Kristen A. Severson; Soumya Ghosh; Zhaonan Sun; Brigitte I. Frohnert; Markus Lundgren; Kenney Ng (IEEE Trans. Vis. Comput. Graph., 2021)

Moody Man: Improving creative teamwork through dynamic affective recognition. - Mimi Nguyen; Milad Laly; Bum Chul Kwon; Céline Mougenot; John McNamara (CHI Extended Abstracts, 2022)

DASH: Visual Analytics for Debiasing Image Classification via User-Driven Synthetic Data Augmentation. - Bum Chul Kwon; Jungsoo Lee; Chaeyeon Chung; Nyoungwoo Lee; Ho-Jin Choi; Jaegul Choo (EuroVis (Short Papers), 2022)

RMExplorer: A Visual Analytics Approach to Explore the Performance and the Fairness of Disease Risk Models on Population Subgroups. - Bum Chul Kwon; Uri Kartoun; Shaan Khurshid; Mikhail Yurochkin; Subha Maity; Deanna G. Brockman; Amit V. Khera; Patrick T. Ellinor; Steven A. Lubitz; Kenney Ng (IEEE VIS (Short Papers), 2022)

ConceptExplainer: Understanding the Mental Model of Deep Learning Algorithms via Interactive Concept-based Explanations. - Jinbin Huang; Aditi Mishra; Bum-Chul Kwon; Chris Bryan (CoRR, 2022)

An Empirical Study on the Relationship Between the Number of Coordinated Views and Visual Analysis. - Juyoung Oh; Chunggi Lee; Hwiyeon Kim; Kihwan Kim; Oh-Sang Kwon; Eric D. Ragan; Bum Chul Kwon; Sungahn Ko (CoRR, 2022)

Human-centered explainability for life sciences, healthcare, and medical informatics. - Sanjoy Dey; Prithwish Chakraborty; Bum Chul Kwon; Amit Dhurandhar; Mohamed F. Ghalwash; Fernando J. Suarez Saiz; Kenney Ng; Daby Sow; Kush R. Varshney; Pablo Meyer 001 (Patterns, 2022)

Finspector: A Human-Centered Visual Inspection Tool for Exploring and Comparing Biases among Foundation Models. - Bum Chul Kwon; Nandana Mihindukulasooriya (ACL (demo), 2023)

Causalvis: Visualizations for Causal Inference. - Grace Guo; Ehud Karavani; Alex Endert; Bum Chul Kwon (CHI, 2023)

PromptAid: Prompt Exploration, Perturbation, Testing and Iteration using Visual Analytics for Large Language Models. - Aditi Mishra; Utkarsh Soni; Anjana Arunkumar; Jinbin Huang; Bum Chul Kwon; Chris Bryan (CoRR, 2023)

People's Perceptions Toward Bias and Related Concepts in Large Language Models: A Systematic Review. - Lu Wang 036; Max Song; Rezvaneh Rezapour; Bum Chul Kwon; Jina Huh-Yoo (CoRR, 2023)

Latent Space Explorer: Visual Analytics for Multimodal Latent Space Exploration. - Bum Chul Kwon; Samuel F. Friedman; Kai Xu; Steven A. Lubitz; Anthony Philippakis; Puneet Batra; Patrick T. Ellinor; Kenney Ng (CoRR, 2023)

ConceptExplainer: Interactive Explanation for Deep Neural Networks from a Concept Perspective. - Jinbin Huang; Aditi Mishra; Bum Chul Kwon; Chris Bryan (IEEE Trans. Vis. Comput. Graph., 2023)

Roslingifier: Semi-Automated Storytelling for Animated Scatterplots. - Minjeong Shin; Joohee Kim; Yunha Han; Lexing Xie; Mitchell Whitelaw; Bum Chul Kwon; Sungahn Ko; Niklas Elmqvist (IEEE Trans. Vis. Comput. Graph., 2023)

Toward a More Comprehensive Understanding of Visualization Literacy. - Lily W. Ge; Maryam Hedayati; Yuan Cui; Yiren Ding; Karen Bonilla; Alark Joshi; Alvitta Ottley; Benjamin Bach; Bum Chul Kwon; David N. Rapp; Evan M. Peck; Lace M. K. Padilla; et al. (CHI Extended Abstracts, 2024)

MiMICRI: Towards Domain-centered Counterfactual Explanations of Cardiovascular Image Classification Models. - Grace Guo; Lifu Deng; Animesh Tandon; Alex Endert; Bum Chul Kwon (FAccT, 2024)

SPARK: Harnessing Human-Centered Workflows with Biomedical Foundation Models for Drug Discovery. - Bum Chul Kwon; Simona Rabinovici-Cohen; Beldine Moturi; Ruth Mwaura; Kezia Wahome; Oliver Njeru; Miguel Shinyenyi; Catherine Wanjiru; Sekou L. Remy; William Ogallo; Itai Guez; Parthasarathy Suryanarayanan; et al. (IJCAI, 2024)

ASAP: Interpretable Analysis and Summarization of AI-generated Image Patterns at Scale. - Jinbin Huang; Chen Chen; Aditi Mishra; Bum Chul Kwon; Zhicheng Liu; Chris Bryan (CoRR, 2024)

Multi-view biomedical foundation models for molecule-target and property prediction. - Parthasarathy Suryanarayanan; Yunguang Qiu; Shreyans Sethi; Diwakar Mahajan; Hongyang Li; Yuxin Yang; Elif K. Eyigöz; Aldo Guzmán-Sáenz; Daniel E. Platt; Timothy H. Rumbell; Kenney Ng; Sanjoy Dey; et al. (CoRR, 2024)

Towards Visualization Thumbnail Designs That Entice Reading Data-Driven Articles. - Hwiyeon Kim; Joohee Kim; Yunha Han; Hwajung Hong; Oh-Sang Kwon; Young-Woo Park; Niklas Elmqvist; Sungahn Ko; Bum Chul Kwon (IEEE Trans. Vis. Comput. Graph., 2024)

DG Comics: Semi-Automatically Authoring Graph Comics for Dynamic Graphs. - Joohee Kim; Hyunwook Lee; Duc M. Nguyen; Minjeong Shin; Bum Chul Kwon; Sungahn Ko; Niklas Elmqvist (IEEE Trans. Vis. Comput. Graph., 2025)

A Critical Analysis of the Usage of Dimensionality Reduction in Four Domains. - Dylan Cashman; Mark S. Keller; Hyeon Jeon; Bum Chul Kwon; Qianwen Wang (CoRR, 2025)

BMFM-DNA: A SNP-aware DNA foundation model to capture variant effects. - Hongyang Li; Sanjoy Dey; Bum Chul Kwon; Michael M. Danziger; Michal Rosen-Tzvi; Jianying Hu; James Kozloski; Ching-Huei Tsou; Bharath Dandala; Pablo Meyer 001 (CoRR, 2025)