Bum Chul Kwon

77 papers A* 7Misc 4Journal 51Unranked 13
YearRankTypeTitle / Venue / Authors
2026 J jnl
An Autoethnography on Visualization Literacy: A Wicked Measurement Problem.
IEEE Trans. Vis. Comput. Graph.
Lily W. Ge, Anne-Flore Cabouat, Karen Bonilla, Yuan Cui, Yiren Ding, Noëlle Rakotondravony, Mackenzie Michael Creamer, Jasmine Tan Otto, Maryam Hedayati, Bum Chul Kwon, Angela Locoro, Lane Harrison, Petra Isenberg, Michael Correll, Matthew Kay
2025 J jnl
A Critical Analysis of the Usage of Dimensionality Reduction in Four Domains.
CoRR
Dylan Cashman, Mark S. Keller, Hyeon Jeon, Bum Chul Kwon, Qianwen Wang
2025 J jnl
A Critical Analysis of the Usage of Dimensionality Reduction in Four Domains.
IEEE Trans. Vis. Comput. Graph.
Dylan Cashman, Mark S. Keller, Hyeon Jeon, Bum Chul Kwon, Qianwen Wang
2025 J jnl
BMFM-DNA: A SNP-aware DNA foundation model to capture variant effects.
CoRR
Hongyang Li, Sanjoy Dey, Bum Chul Kwon, Michael M. Danziger, Michal Rosen-Tzvi, Jianying Hu, James Kozloski, Ching-Huei Tsou, Bharath Dandala, Pablo Meyer
2025 J jnl
DG Comics: Semi-Automatically Authoring Graph Comics for Dynamic Graphs.
IEEE Trans. Vis. Comput. Graph.
Joohee Kim, Hyunwook Lee, Duc M. Nguyen, Minjeong Shin, Bum Chul Kwon, Sungahn Ko, Niklas Elmqvist
2025 J jnl
PromptAid: Visual Prompt Exploration, Perturbation, Testing and Iteration for Large Language Models.
IEEE Trans. Vis. Comput. Graph.
Aditi Mishra, Bretho Danzy, Utkarsh Soni, Anjana Arunkumar, Jinbin Huang, Bum Chul Kwon, Chris Bryan
2025 J jnl
STAR-VAE: Latent Variable Transformers for Scalable and Controllable Molecular Generation.
CoRR
Bum Chul Kwon, Ben Shapira, Moshiko Raboh, Shreyans Sethi, Shruti Murarka, Joseph A. Morrone, Jianying Hu, Parthasarathy Suryanarayanan
2024 J jnl
ASAP: Interpretable Analysis and Summarization of AI-generated Image Patterns at Scale.
CoRR
Jinbin Huang, Chen Chen, Aditi Mishra, Bum Chul Kwon, Zhicheng Liu, Chris Bryan
2024 J jnl
DG Comics: Semi-Automatically Authoring Graph Comics for Dynamic Graphs.
CoRR
Joohee Kim, Hyunwook Lee, Duc M. Nguyen, Minjeong Shin, Bum Chul Kwon, Sungahn Ko, Niklas Elmqvist
2024 — conf
MiMICRI: Towards Domain-centered Counterfactual Explanations of Cardiovascular Image Classification Models.
FAccT
Grace Guo, Lifu Deng, Animesh Tandon, Alex Endert, Bum Chul Kwon
2024 J jnl
MiMICRI: Towards Domain-centered Counterfactual Explanations of Cardiovascular Image Classification Models.
CoRR
Grace Guo, Lifu Deng, Animesh Tandon, Alex Endert, Bum Chul Kwon
2024 J jnl
Multi-view biomedical foundation models for molecule-target and property prediction.
CoRR
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, Myson Burch, Bum Chul Kwon, Pablo Meyer, Feixiong Cheng, Jianying Hu, Joseph A. Morrone
2024 A* conf
SPARK: Harnessing Human-Centered Workflows with Biomedical Foundation Models for Drug Discovery.
IJCAI
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, Joseph A. Morrone, Shreyans Sethi, Seung-gu Kang, Tien Huynh, Kenney Ng, Diwakar Mahajan, Hongyang Li, Matan Ninio, Shervin Ayati, Efrat Hexter, Wendy D. Cornell
2024 — conf
Toward a More Comprehensive Understanding of Visualization Literacy.
CHI Extended Abstracts
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, Michael Correll, Michelle A. Borkin, Lane Harrison, Matthew Kay
2024 J jnl
Towards Visualization Thumbnail Designs That Entice Reading Data-Driven Articles.
IEEE Trans. Vis. Comput. Graph.
Hwiyeon Kim, Joohee Kim, Yunha Han, Hwajung Hong, Oh-Sang Kwon, Young-Woo Park, Niklas Elmqvist, Sungahn Ko, Bum Chul Kwon
2023 A* conf
Causalvis: Visualizations for Causal Inference.
CHI
Grace Guo, Ehud Karavani, Alex Endert, Bum Chul Kwon
2023 J jnl
Causalvis: Visualizations for Causal Inference.
CoRR
Grace Guo, Ehud Karavani, Alex Endert, Bum Chul Kwon
2023 J jnl
ConceptExplainer: Interactive Explanation for Deep Neural Networks from a Concept Perspective.
IEEE Trans. Vis. Comput. Graph.
Jinbin Huang, Aditi Mishra, Bum Chul Kwon, Chris Bryan
2023 — conf
Finspector: A Human-Centered Visual Inspection Tool for Exploring and Comparing Biases among Foundation Models.
ACL (demo)
Bum Chul Kwon, Nandana Mihindukulasooriya
2023 J jnl
Finspector: A Human-Centered Visual Inspection Tool for Exploring and Comparing Biases among Foundation Models.
CoRR
Bum Chul Kwon, Nandana Mihindukulasooriya
2023 J jnl
Latent Space Explorer: Visual Analytics for Multimodal Latent Space Exploration.
CoRR
Bum Chul Kwon, Sam Freesun Friedman, Kai Xu, Steven A. Lubitz, Anthony Philippakis, Puneet Batra, Patrick T. Ellinor, Kenney Ng
2023 J jnl
People's Perceptions Toward Bias and Related Concepts in Large Language Models: A Systematic Review.
CoRR
Lu Wang, Max Song, Rezvaneh Rezapour, Bum Chul Kwon, Jina Huh-Yoo
2023 J jnl
PromptAid: Prompt Exploration, Perturbation, Testing and Iteration using Visual Analytics for Large Language Models.
CoRR
Aditi Mishra, Utkarsh Soni, Anjana Arunkumar, Jinbin Huang, Bum Chul Kwon, Chris Bryan
2023 J jnl
Roslingifier: Semi-Automated Storytelling for Animated Scatterplots.
IEEE Trans. Vis. Comput. Graph.
Minjeong Shin, Joohee Kim, Yunha Han, Lexing Xie, Mitchell Whitelaw, Bum Chul Kwon, Sungahn Ko, Niklas Elmqvist
2023 J jnl
Towards Visualization Thumbnail Designs that Entice Reading Data-driven Articles.
CoRR
Hwiyeon Kim, Joohee Kim, Yunha Han, Hwajung Hong, Oh-Sang Kwon, Young-Woo Park, Niklas Elmqvist, Sungahn Ko, Bum Chul Kwon
2022 J jnl
An Empirical Study on the Relationship Between the Number of Coordinated Views and Visual Analysis.
CoRR
Juyoung Oh, Chunggi Lee, Hwiyeon Kim, Kihwan Kim, Oh-Sang Kwon, Eric D. Ragan, Bum Chul Kwon, Sungahn Ko
2022 — conf
DASH: Visual Analytics for Debiasing Image Classification via User-Driven Synthetic Data Augmentation.
EuroVis (Short Papers)
Bum Chul Kwon, Jungsoo Lee, Chaeyeon Chung, Nyoungwoo Lee, Ho-Jin Choi, Jaegul Choo
2022 J jnl
DASH: Visual Analytics for Debiasing Image Classification via User-Driven Synthetic Data Augmentation.
CoRR
Bum Chul Kwon, Jungsoo Lee, Chaeyeon Chung, Nyoungwoo Lee, Ho-Jin Choi, Jaegul Choo
2022 J jnl
Human-centered explainability for life sciences, healthcare, and medical informatics.
Patterns
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
2022 — conf
Moody Man: Improving creative teamwork through dynamic affective recognition.
CHI Extended Abstracts
Mimi Nguyen, Milad Laly, Bum Chul Kwon, Céline Mougenot, John McNamara
2022 — conf
RMExplorer: A Visual Analytics Approach to Explore the Performance and the Fairness of Disease Risk Models on Population Subgroups.
IEEE VIS (Short Papers)
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
2022 J jnl
RMExplorer: A Visual Analytics Approach to Explore the Performance and the Fairness of Disease Risk Models on Population Subgroups.
CoRR
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
2021 J jnl
DPVis: Visual Analytics With Hidden Markov Models for Disease Progression Pathways.
IEEE Trans. Vis. Comput. Graph.
Bum Chul Kwon, Vibha Anand, Kristen A. Severson, Soumya Ghosh, Zhaonan Sun, Brigitte I. Frohnert, Markus Lundgren, Kenney Ng
2021 J jnl
Geono-Cluster: Interactive Visual Cluster Analysis for Biologists.
IEEE Trans. Vis. Comput. Graph.
Subhajit Das, Bahador Saket, Bum Chul Kwon, Alex Endert
2021 Misc conf
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.
AMIA
Uri Kartoun, Shaan Khurshid, Bum Chul Kwon, Amit V. Khera, Patrick T. Ellinor, Steven A. Lubitz, Kenney Ng
2021 Misc conf
Interactive Model Report Card for Visual Exploration of Performance Heterogeneity and Biases on Population Subgroups.
AMIA
Bum Chul Kwon, Uri Kartoun, Shaan Khurshid, Amit V. Khera, Patrick T. Ellinor, Steven A. Lubitz, Kenney Ng
2021 — conf
VATUN: Visual Analytics for Testing and Understanding Convolutional Neural Networks.
EuroVis (Short Papers)
Cheonbok Park, Soyoung Yang, Inyoup Na, Sunghyo Chung, Sungbok Shin, Bum Chul Kwon, Deokgun Park, Jaegul Choo
2021 A* conf
Wait, Let's Think about Your Purchase Again: A Study on Interventions for Supporting Self-Controlled Online Purchases.
WWW
Yunha Han, Hwiyeon Kim, Hyeshin Chu, Joohee Kim, Hyunwook Lee, Seunghyeong Choe, Dooyoung Jung, Dongil Chung, Bum Chul Kwon, Sungahn Ko
2020 — ed.
Advances in Visual Computing - 15th International Symposium, ISVC 2020, San Diego, CA, USA, October 5-7, 2020, Proceedings, Part I
ISVC (1)
George Bebis, Zhaozheng Yin, Edward Kim, Jan Bender, Kartic Subr, Bum Chul Kwon, Jian Zhao, Denis Kalkofen, George Baciu
2020 — ed.
Advances in Visual Computing - 15th International Symposium, ISVC 2020, San Diego, CA, USA, October 5-7, 2020, Proceedings, Part II
ISVC (2)
George Bebis, Zhaozheng Yin, Edward Kim, Jan Bender, Kartic Subr, Bum Chul Kwon, Jian Zhao, Denis Kalkofen, George Baciu
2020 A* conf
GUIComp: A GUI Design Assistant with Real-Time, Multi-Faceted Feedback.
CHI
Chunggi Lee, Sanghoon Kim, Dongyun Han, Hongjun Yang, Youngwoo Park, Bum Chul Kwon, Sungahn Ko
2020 J jnl
GUIComp: A GUI Design Assistant with Real-Time, Multi-Faceted Feedback.
CoRR
Chunggi Lee, Sanghoon Kim, Dongyun Han, Hongjun Yang, Youngwoo Park, Bum Chul Kwon, Sungahn Ko
2020 Misc conf
Modeling Disease Progression Trajectories from Longitudinal Observational Data.
AMIA
Bum Chul Kwon, Peter Achenbach, Jessica L. Dunne, William Hagopian, Markus Lundgren, Kenney Ng, Riitta Veijola, Brigitte I. Frohnert, Vibha Anand
2020 J jnl
Modeling Disease Progression Trajectories from Longitudinal Observational Data.
CoRR
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
2020 A* conf
Tutorial on Human-Centered Explainability for Healthcare.
KDD
Prithwish Chakraborty, Bum Chul Kwon, Sanjoy Dey, Amit Dhurandhar, Daniel M. Gruen, Kenney Ng, Daby Sow, Kush R. Varshney
2020 J jnl
User-driven Analysis of Longitudinal Health Data with Hidden Markov Models for Clinical Insights.
CoRR
Bum Chul Kwon
2019 J jnl
DPVis: Visual Exploration of Disease Progression Pathways.
CoRR
Bum Chul Kwon, Vibha Anand, Kristen A. Severson, Soumya Ghosh, Zhaonan Sun, Brigitte I. Frohnert, Markus Lundgren, Kenney Ng
2019 J jnl
Geono-Cluster: Interactive Visual Cluster Analysis for Biologists.
CoRR
Bahador Saket, Subhajit Das, Bum Chul Kwon, Alex Endert
2019 J jnl
RetainVis: Visual Analytics with Interpretable and Interactive Recurrent Neural Networks on Electronic Medical Records.
IEEE Trans. Vis. Comput. Graph.
Bum Chul Kwon, Minje Choi, Joanne Taery Kim, Edward Choi, Young Bin Kim, Soonwook Kwon, Jimeng Sun, Jaegul Choo
2019 — conf
SANVis: Visual Analytics for Understanding Self-Attention Networks.
IEEE VIS (Short Papers)
Cheonbok Park, Jaegul Choo, Inyoup Na, Yongjang Jo, Sungbok Shin, Jaehyo Yoo, Bum Chul Kwon, Jian Zhao, Hyungjong Noh, Yeonsoo Lee
2019 J jnl
SANVis: Visual Analytics for Understanding Self-Attention Networks.
CoRR
Cheonbok Park, Inyoup Na, Yongjang Jo, Sungbok Shin, Jaehyo Yoo, Bum Chul Kwon, Jian Zhao, Hyungjong Noh, Yeonsoo Lee, Jaegul Choo
2019 — conf
Thumbnails for Data Stories: A Survey of Current Practices.
IEEE VIS (Short Papers)
Hwiyeon Kim, Juyoung Oh, Yunha Han, Sungahn Ko, Matthew Brehmer, Bum Chul Kwon
2019 J jnl
Thumbnails for Data Stories: A Survey of Current Practices.
CoRR
Hwiyeon Kim, Juyoung Oh, Yunha Han, Sungahn Ko, Matthew Brehmer, Bum Chul Kwon
2018 J jnl
Clustervision: Visual Supervision of Unsupervised Clustering.
IEEE Trans. Vis. Comput. Graph.
Bum Chul Kwon, Ben Eysenbach, Janu Verma, Kenney Ng, Christopher deFilippi, Walter F. Stewart, Adam Perer
2018 J jnl
RetainVis: Visual Analytics with Interpretable and Interactive Recurrent Neural Networks on Electronic Medical Records.
CoRR
Bum Chul Kwon, Minje Choi, Joanne Taery Kim, Edward Choi, Young Bin Kim, Soonwook Kwon, Jimeng Sun, Jaegul Choo
2017 J jnl
AxiSketcher: Interactive Nonlinear Axis Mapping of Visualizations through User Drawings.
IEEE Trans. Vis. Comput. Graph.
Bum Chul Kwon, Hannah Kim, Emily Wall, Jaegul Choo, Haesun Park, Alex Endert
2017 J jnl
Sampling for Scalable Visual Analytics.
IEEE Computer Graphics and Applications
Bum Chul Kwon, Janu Verma, Peter J. Haas, Çagatay Demiralp
2017 J jnl
VLAT: Development of a Visualization Literacy Assessment Test.
IEEE Trans. Vis. Comput. Graph.
Sukwon Lee, Sung-Hee Kim, Bum Chul Kwon
2016 A* conf
A Comparative Evaluation on Online Learning Approaches using Parallel Coordinate Visualization.
CHI
Bum Chul Kwon, Bongshin Lee
2016 J jnl
Errata to "Guidelines for Effective Usage of Text Highlighting Techniques" [1].
IEEE Trans. Vis. Comput. Graph.
Hendrik Strobelt, Daniela Oelke, Bum Chul Kwon, Tobias Schreck, Hanspeter Pfister
2016 J jnl
Guidelines for Effective Usage of Text Highlighting Techniques.
IEEE Trans. Vis. Comput. Graph.
Hendrik Strobelt, Daniela Oelke, Bum Chul Kwon, Tobias Schreck, Hanspeter Pfister
2016 J jnl
Personas in online health communities.
J. Biomed. Informatics
Jina Huh, Bum Chul Kwon, Sung-Hee Kim, Sukwon Lee, Jaegul Choo, Jihoon Kim, Minje Choi, Ji Soo Yi
2016 Misc conf
Spherical Similarity Explorer for Comparative Case Analysis.
Visualization and Data 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
2016 J jnl
The Role of Uncertainty, Awareness, and Trust in Visual Analytics.
IEEE Trans. Vis. Comput. Graph.
Dominik Sacha, Hansi Senaratne, Bum Chul Kwon, Geoffrey P. Ellis, Daniel A. Keim
2016 J jnl
VisOHC: Designing Visual Analytics for Online Health Communities.
IEEE Trans. Vis. Comput. Graph.
Bum Chul Kwon, Sung-Hee Kim, Sukwon Lee, Jaegul Choo, Jina Huh, Ji Soo Yi
2015 — conf
Ambient Grids: Maintain Context-Awareness via Aggregated Off-Screen Visualization.
EuroVis (Short Papers)
Dominik Jäckle, Florian Stoffel, Bum Chul Kwon, Dominik Sacha, Andreas Stoffel, Daniel A. Keim
2015 J jnl
Coddlers, Scientists, Adventurers, and Opportunists: Personas to Inform Online Health Community Development.
CoRR
Jina Huh, Bum Chul Kwon, Jaegul Choo, Sung-Hee Kim, Ji Soo Yi
2015 J jnl
Do People Really Experience Information Overload While Reading Online Reviews?
Int. J. Hum. Comput. Interact.
Bum Chul Kwon, Sung-Hee Kim, Timothy Duket, Adrián Catalán, Ji Soo Yi
2015 J jnl
What Are the Causes of Noncompliance Behaviors in Bar Code Medication Administration System Processes?
Int. J. Hum. Comput. Interact.
Byung Cheol Lee, Sukwon Lee, Bum Chul Kwon, Ji Soo Yi
2014 J jnl
Knowledge Generation Model for Visual Analytics.
IEEE Trans. Vis. Comput. Graph.
Dominik Sacha, Andreas Stoffel, Florian Stoffel, Bum Chul Kwon, Geoffrey P. Ellis, Daniel A. Keim
2014 — conf
State-of-the-Art Report of Visual Analysis for Event Detection in Text Data Streams.
EuroVis (STARs)
Franz Wanner, Andreas Stoffel, Dominik Jäckle, Bum Chul Kwon, Andreas Weiler, Daniel A. Keim
2013 J jnl
ReadingMate: The Effect of the Content Stabilizing Technique, Font Size, and Interline Spacing on the Letter-Counting Task Performance of Treadmill Runners.
Hum. Factors
Bum Chul Kwon, Ji Soo Yi, Yu Zhu
2013 J jnl
Visual Analytics for Multimodal Social Network Analysis: A Design Study with Social Scientists.
IEEE Trans. Vis. Comput. Graph.
Sohaib Ghani, Bum Chul Kwon, Seungyoon Lee, Ji Soo Yi, Niklas Elmqvist
2012 J jnl
Evaluating the Role of Time in Investigative Analysis of Document Collections.
IEEE Trans. Vis. Comput. Graph.
Bum Chul Kwon, Waqas Javed, Sohaib Ghani, Niklas Elmqvist, Ji Soo Yi, David S. Ebert
2011 A* conf
Direct manipulation through surrogate objects.
CHI
Bum Chul Kwon, Waqas Javed, Niklas Elmqvist, Ji Soo Yi
2011 — conf
Visual analytic roadblocks for novice investigators.
IEEE VAST
Bum Chul Kwon, Brian D. Fisher, Ji Soo Yi
2009 — conf
ReadingMate: an infrared-camera-based content stabilization technique to help joggers read while running on a treadmill.
CHI Extended Abstracts
Bum Chul Kwon, Ji Soo Yi