Bum Chul Kwon

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 54

Top Topics

Space Exploration

Unsupervised Clustering

Visual Analytics

Related Concepts

Top Venues

IEEE Trans. Vis. Comput. Graph.

EuroVis (Short Papers)

Publications

Jinbin Huang, Chen Chen, Aditi Mishra, Bum Chul Kwon, Zhicheng Liu, Chris Bryan
ASAP: Interpretable Analysis and Summarization of AI-generated Image Patterns at Scale. CoRR (2024)
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
Toward a More Comprehensive Understanding of Visualization Literacy. CHI Extended Abstracts (2024)
Grace Guo, Lifu Deng, Animesh Tandon, Alex Endert, Bum Chul Kwon
MiMICRI: Towards Domain-centered Counterfactual Explanations of Cardiovascular Image Classification Models. CoRR (2024)
Grace Guo, Lifu Deng, Animesh Tandon, Alex Endert, Bum Chul Kwon
MiMICRI: Towards Domain-centered Counterfactual Explanations of Cardiovascular Image Classification Models. FAccT (2024)
Hwiyeon Kim, Joohee Kim, Yunha Han, Hwajung Hong, Oh-Sang Kwon, Young-Woo Park, Niklas Elmqvist, Sungahn Ko, Bum Chul Kwon
Towards Visualization Thumbnail Designs That Entice Reading Data-Driven Articles. IEEE Trans. Vis. Comput. Graph. 30 (8) (2024)
Bum Chul Kwon, Nandana Mihindukulasooriya
Finspector: A Human-Centered Visual Inspection Tool for Exploring and Comparing Biases among Foundation Models. ACL (demo) (2023)
Hwiyeon Kim, Joohee Kim, Yunha Han, Hwajung Hong, Oh-Sang Kwon, Young-Woo Park, Niklas Elmqvist, Sungahn Ko, Bum Chul Kwon
Towards Visualization Thumbnail Designs that Entice Reading Data-driven Articles. CoRR (2023)
Jinbin Huang, Aditi Mishra, Bum Chul Kwon, Chris Bryan
ConceptExplainer: Interactive Explanation for Deep Neural Networks from a Concept Perspective. IEEE Trans. Vis. Comput. Graph. 29 (1) (2023)
Grace Guo, Ehud Karavani, Alex Endert, Bum Chul Kwon
Causalvis: Visualizations for Causal Inference. CoRR (2023)
Lu Wang, Max Song, Rezvaneh Rezapour, Bum Chul Kwon, Jina Huh-Yoo
People's Perceptions Toward Bias and Related Concepts in Large Language Models: A Systematic Review. CoRR (2023)
Minjeong Shin, Joohee Kim, Yunha Han, Lexing Xie, Mitchell Whitelaw, Bum Chul Kwon, Sungahn Ko, Niklas Elmqvist
Roslingifier: Semi-Automated Storytelling for Animated Scatterplots. IEEE Trans. Vis. Comput. Graph. 29 (6) (2023)
Aditi Mishra, Utkarsh Soni, Anjana Arunkumar, Jinbin Huang, Bum Chul Kwon, Chris Bryan
PromptAid: Prompt Exploration, Perturbation, Testing and Iteration using Visual Analytics for Large Language Models. CoRR (2023)
Grace Guo, Ehud Karavani, Alex Endert, Bum Chul Kwon
Causalvis: Visualizations for Causal Inference. CHI (2023)
Bum Chul Kwon, Samuel F. Friedman, Kai Xu, Steven A. Lubitz, Anthony Philippakis, Puneet Batra, Patrick T. Ellinor, Kenney Ng
Latent Space Explorer: Visual Analytics for Multimodal Latent Space Exploration. CoRR (2023)
Bum Chul Kwon, Nandana Mihindukulasooriya
Finspector: A Human-Centered Visual Inspection Tool for Exploring and Comparing Biases among Foundation Models. CoRR (2023)
Bum Chul Kwon, Jungsoo Lee, Chaeyeon Chung, Nyoungwoo Lee, Ho-Jin Choi, Jaegul Choo
DASH: Visual Analytics for Debiasing Image Classification via User-Driven Synthetic Data Augmentation. CoRR (2022)
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
RMExplorer: A Visual Analytics Approach to Explore the Performance and the Fairness of Disease Risk Models on Population Subgroups. IEEE VIS (Short Papers) (2022)
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
Human-centered explainability for life sciences, healthcare, and medical informatics. Patterns 3 (5) (2022)
Bum Chul Kwon, Jungsoo Lee, Chaeyeon Chung, Nyoungwoo Lee, Ho-Jin Choi, Jaegul Choo
DASH: Visual Analytics for Debiasing Image Classification via User-Driven Synthetic Data Augmentation. EuroVis (Short Papers) (2022)
Juyoung Oh, Chunggi Lee, Hwiyeon Kim, Kihwan Kim, Oh-Sang Kwon, Eric D. Ragan, Bum Chul Kwon, Sungahn Ko
An Empirical Study on the Relationship Between the Number of Coordinated Views and Visual Analysis. CoRR (2022)
Mimi Nguyen, Milad Laly, Bum Chul Kwon, Céline Mougenot, John McNamara
Moody Man: Improving creative teamwork through dynamic affective recognition. CHI Extended Abstracts (2022)
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
RMExplorer: A Visual Analytics Approach to Explore the Performance and the Fairness of Disease Risk Models on Population Subgroups. CoRR (2022)
Uri Kartoun, Shaan Khurshid, Bum Chul Kwon, Amit V. Khera, Patrick T. Ellinor, Steven A. Lubitz, Kenney Ng
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 (2021)
Subhajit Das, Bahador Saket, Bum Chul Kwon, Alex Endert
Geono-Cluster: Interactive Visual Cluster Analysis for Biologists. IEEE Trans. Vis. Comput. Graph. 27 (12) (2021)
Cheonbok Park, Soyoung Yang, Inyoup Na, Sunghyo Chung, Sungbok Shin, Bum Chul Kwon, Deokgun Park, Jaegul Choo
VATUN: Visual Analytics for Testing and Understanding Convolutional Neural Networks. EuroVis (Short Papers) (2021)
Yunha Han, Hwiyeon Kim, Hyeshin Chu, Joohee Kim, Hyunwook Lee, Seunghyeong Choe, Dooyoung Jung, Dongil Chung, Bum Chul Kwon, Sungahn Ko
Wait, Let's Think about Your Purchase Again: A Study on Interventions for Supporting Self-Controlled Online Purchases. WWW (2021)
Bum Chul Kwon, Vibha Anand, Kristen A. Severson, Soumya Ghosh, Zhaonan Sun, Brigitte I. Frohnert, Markus Lundgren, Kenney Ng
DPVis: Visual Analytics With Hidden Markov Models for Disease Progression Pathways. IEEE Trans. Vis. Comput. Graph. 27 (9) (2021)
Bum Chul Kwon, Uri Kartoun, Shaan Khurshid, Amit V. Khera, Patrick Ellinor, Steven A. Lubitz, Kenney Ng
Interactive Model Report Card for Visual Exploration of Performance Heterogeneity and Biases on Population Subgroups. AMIA (2021)
Bum Chul Kwon, Peter Achenbach, Jessica L. Dunne, William Hagopian, Markus Lundgren, Kenney Ng, Riitta Veijola, Brigitte I. Frohnert, Vibha Anand
Modeling Disease Progression Trajectories from Longitudinal Observational Data. AMIA (2020)
Chunggi Lee, Sanghoon Kim, Dongyun Han, Hongjun Yang, Youngwoo Park, Bum Chul Kwon, Sungahn Ko
GUIComp: A GUI Design Assistant with Real-Time, Multi-Faceted Feedback. CoRR (2020)
Bum Chul Kwon
User-driven Analysis of Longitudinal Health Data with Hidden Markov Models for Clinical Insights. CoRR (2020)
Prithwish Chakraborty, Bum Chul Kwon, Sanjoy Dey, Amit Dhurandhar, Daniel Gruen, Kenney Ng, Daby Sow, Kush R. Varshney
Tutorial on Human-Centered Explainability for Healthcare. KDD (2020)
Chunggi Lee, Sanghoon Kim, Dongyun Han, Hongjun Yang, Youngwoo Park, Bum Chul Kwon, Sungahn Ko
GUIComp: A GUI Design Assistant with Real-Time, Multi-Faceted Feedback. CHI (2020)
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
Modeling Disease Progression Trajectories from Longitudinal Observational Data. CoRR (2020)
Bum Chul Kwon, Min-Je Choi, Joanne Taery Kim, Edward Choi, Young Bin Kim, Soonwook Kwon, Jimeng Sun, Jaegul Choo
RetainVis: Visual Analytics with Interpretable and Interactive Recurrent Neural Networks on Electronic Medical Records. IEEE Trans. Vis. Comput. Graph. 25 (1) (2019)
Hwiyeon Kim, Juyoung Oh, Yunha Han, Sungahn Ko, Matthew Brehmer, Bum Chul Kwon
Thumbnails for Data Stories: A Survey of Current Practices. IEEE VIS (Short Papers) (2019)
Cheonbok Park, Inyoup Na, Yongjang Jo, Sungbok Shin, Jaehyo Yoo, Bum Chul Kwon, Jian Zhao, Hyungjong Noh, Yeonsoo Lee, Jaegul Choo
SANVis: Visual Analytics for Understanding Self-Attention Networks. CoRR (2019)
Bahador Saket, Subhajit Das, Bum Chul Kwon, Alex Endert
Geono-Cluster: Interactive Visual Cluster Analysis for Biologists. CoRR (2019)
Hwiyeon Kim, Juyoung Oh, Yunha Han, Sungahn Ko, Matthew Brehmer, Bum Chul Kwon
Thumbnails for Data Stories: A Survey of Current Practices. CoRR (2019)
Bum Chul Kwon, Vibha Anand, Kristen A. Severson, Soumya Ghosh, Zhaonan Sun, Brigitte I. Frohnert, Markus Lundgren, Kenney Ng
DPVis: Visual Exploration of Disease Progression Pathways. CoRR (2019)
Cheonbok Park, Jaegul Choo, Inyoup Na, Yongjang Jo, Sungbok Shin, Jaehyo Yoo, Bum Chul Kwon, Jian Zhao, Hyungjong Noh, Yeonsoo Lee
SANVis: Visual Analytics for Understanding Self-Attention Networks. IEEE VIS (Short Papers) (2019)
Bum Chul Kwon, Min-Je Choi, Joanne Taery Kim, Edward Choi, Young Bin Kim, Soonwook Kwon, Jimeng Sun, Jaegul Choo
RetainVis: Visual Analytics with Interpretable and Interactive Recurrent Neural Networks on Electronic Medical Records. CoRR (2018)
Bum Chul Kwon, Ben Eysenbach, Janu Verma, Kenney Ng, Christopher deFilippi, Walter F. Stewart, Adam Perer
Clustervision: Visual Supervision of Unsupervised Clustering. IEEE Trans. Vis. Comput. Graph. 24 (1) (2018)
Svenja Simon, Sebastian Mittelstädt, Bum Chul Kwon, Andreas Stoffel, Richard Landstorfer, Klaus Neuhaus, Anna Mühlig, Siegfried Scherer, Daniel A. Keim
: Visual exploration of differential gene expression data. Inf. Vis. 16 (1) (2017)
Bum Chul Kwon, Janu Verma, Peter J. Haas, Çagatay Demiralp
Sampling for Scalable Visual Analytics. IEEE Computer Graphics and Applications 37 (1) (2017)
Sukwon Lee, Sung-Hee Kim, Bum Chul Kwon
VLAT: Development of a Visualization Literacy Assessment Test. IEEE Trans. Vis. Comput. Graph. 23 (1) (2017)
Bum Chul Kwon, Hannah Kim, Emily Wall, Jaegul Choo, Haesun Park, Alex Endert
AxiSketcher: Interactive Nonlinear Axis Mapping of Visualizations through User Drawings. IEEE Trans. Vis. Comput. Graph. 23 (1) (2017)
Dominik Sacha, Hansi Senaratne, Bum Chul Kwon, Geoffrey P. Ellis, Daniel A. Keim
The Role of Uncertainty, Awareness, and Trust in Visual Analytics. IEEE Trans. Vis. Comput. Graph. 22 (1) (2016)
Leishi Zhang, Chris Rooney, Lev Nachmanson, B. L. William Wong, Bum Chul Kwon, Florian Stoffel, Michael Hund, Nadeem Qazi, Uchit Singh, Daniel A. Keim
Spherical Similarity Explorer for Comparative Case Analysis. Visualization and Data Analysis (2016)
Jina Huh, Bum Chul Kwon, Sung-Hee Kim, Sukwon Lee, Jaegul Choo, Jihoon Kim, Min-Je Choi, Ji Soo Yi
Personas in online health communities. J. Biomed. Informatics 63 (2016)
Bum Chul Kwon, Sung-Hee Kim, Sukwon Lee, Jaegul Choo, Jina Huh, Ji Soo Yi
VisOHC: Designing Visual Analytics for Online Health Communities. IEEE Trans. Vis. Comput. Graph. 22 (1) (2016)
Bum Chul Kwon, Bongshin Lee
A Comparative Evaluation on Online Learning Approaches using Parallel Coordinate Visualization. CHI (2016)
Hendrik Strobelt, Daniela Oelke, Bum Chul Kwon, Tobias Schreck, Hanspeter Pfister
Errata to "Guidelines for Effective Usage of Text Highlighting Techniques" [1]. IEEE Trans. Vis. Comput. Graph. 22 (5) (2016)
Hendrik Strobelt, Daniela Oelke, Bum Chul Kwon, Tobias Schreck, Hanspeter Pfister
Guidelines for Effective Usage of Text Highlighting Techniques. IEEE Trans. Vis. Comput. Graph. 22 (1) (2016)
Dominik Jäckle, Florian Stoffel, Bum Chul Kwon, Dominik Sacha, Andreas Stoffel, Daniel A. Keim
Ambient Grids: Maintain Context-Awareness via Aggregated Off-Screen Visualization. EuroVis (Short Papers) (2015)
Bum Chul Kwon, Sung-Hee Kim, Timothy Duket, Adrián Catalán, Ji Soo Yi
Do People Really Experience Information Overload While Reading Online Reviews? Int. J. Hum. Comput. Interact. 31 (12) (2015)
Byung Cheol Lee, Sukwon Lee, Bum Chul Kwon, Ji Soo Yi
What Are the Causes of Noncompliance Behaviors in Bar Code Medication Administration System Processes? Int. J. Hum. Comput. Interact. 31 (4) (2015)
Jina Huh, Bum Chul Kwon, Jaegul Choo, Sung-Hee Kim, Ji Soo Yi
Coddlers, Scientists, Adventurers, and Opportunists: Personas to Inform Online Health Community Development. CoRR (2015)
Franz Wanner, Andreas Stoffel, Dominik Jäckle, Bum Chul Kwon, Andreas Weiler, Daniel A. Keim
State-of-the-Art Report of Visual Analysis for Event Detection in Text Data Streams. EuroVis (STARs) (2014)
Dominik Sacha, Andreas Stoffel, Florian Stoffel, Bum Chul Kwon, Geoffrey P. Ellis, Daniel A. Keim
Knowledge Generation Model for Visual Analytics. IEEE Trans. Vis. Comput. Graph. 20 (12) (2014)
Bum Chul Kwon, Ji Soo Yi, Yu Zhu
ReadingMate: The Effect of the Content Stabilizing Technique, Font Size, and Interline Spacing on the Letter-Counting Task Performance of Treadmill Runners. Hum. Factors 55 (6) (2013)
Sohaib Ghani, Bum Chul Kwon, Seungyoon Lee, Ji Soo Yi, Niklas Elmqvist
Visual Analytics for Multimodal Social Network Analysis: A Design Study with Social Scientists. IEEE Trans. Vis. Comput. Graph. 19 (12) (2013)
Bum Chul Kwon, Waqas Javed, Sohaib Ghani, Niklas Elmqvist, Ji Soo Yi, David S. Ebert
Evaluating the Role of Time in Investigative Analysis of Document Collections. IEEE Trans. Vis. Comput. Graph. 18 (11) (2012)
Bum Chul Kwon, Waqas Javed, Niklas Elmqvist, Ji Soo Yi
Direct manipulation through surrogate objects. CHI (2011)
Bum Chul Kwon, Brian D. Fisher, Ji Soo Yi
Visual analytic roadblocks for novice investigators. IEEE VAST (2011)
Bum Chul Kwon, Ji Soo Yi
ReadingMate: an infrared-camera-based content stabilization technique to help joggers read while running on a treadmill. CHI Extended Abstracts (2009)