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ORCIDBum Chul Kwon
Bum-Chul Kwon
Person information
- affiliation: IBM Research, Cambridge, MA, USA
- affiliation (former): University of Konstanz, Department of Computer and Information Science
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2020 – today
- 2024
[j23]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): 4825-4840 (2024)- [c24]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: 494:1-494:7 - [c23]Grace Guo, Lifu Deng, Animesh Tandon, Alex Endert, Bum Chul Kwon:
MiMICRI: Towards Domain-centered Counterfactual Explanations of Cardiovascular Image Classification Models. FAccT 2024: 1861-1874 - [c22]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:
SPARK: Harnessing Human-Centered Workflows with Biomedical Foundation Models for Drug Discovery. IJCAI 2024: 8713-8716 - [i22]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 abs/2404.02990 (2024) - [i21]Grace Guo, Lifu Deng, Animesh Tandon, Alex Endert, Bum Chul Kwon:
MiMICRI: Towards Domain-centered Counterfactual Explanations of Cardiovascular Image Classification Models. CoRR abs/2404.16174 (2024) - [i20]Joohee Kim, Hyunwook Lee, Duc M. Nguyen, Minjeong Shin, Bum Chul Kwon, Sungahn Ko, Niklas Elmqvist:
DG Comics: Semi-Automatically Authoring Graph Comics for Dynamic Graphs. CoRR abs/2408.04874 (2024) - 2023
- [j22]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): 831-841 (2023) - [j21]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): 2980-2995 (2023) - [c21]Bum Chul Kwon, Nandana Mihindukulasooriya:
Finspector: A Human-Centered Visual Inspection Tool for Exploring and Comparing Biases among Foundation Models. ACL (demo) 2023: 42-50 - [c20]Grace Guo, Ehud Karavani, Alex Endert, Bum Chul Kwon:
Causalvis: Visualizations for Causal Inference. CHI 2023: 462:1-462:20 - [i19]Grace Guo, Ehud Karavani, Alex Endert, Bum Chul Kwon:
Causalvis: Visualizations for Causal Inference. CoRR abs/2303.00617 (2023) - [i18]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 abs/2304.01964 (2023) - [i17]Bum Chul Kwon, Nandana Mihindukulasooriya:
Finspector: A Human-Centered Visual Inspection Tool for Exploring and Comparing Biases among Foundation Models. CoRR abs/2305.16937 (2023) - [i16]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 abs/2305.17051 (2023) - [i15]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 abs/2309.14504 (2023) - [i14]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 abs/2312.00857 (2023) - 2022
- [j20]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): 100493 (2022) - [c19]Mimi Nguyen, Milad Laly, Bum Chul Kwon, Céline Mougenot, John McNamara:
Moody Man: Improving creative teamwork through dynamic affective recognition. CHI Extended Abstracts 2022: 465:1-465:14 - [c18]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: 91-95 - [c17]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: 50-54 - [i13]Jinbin Huang, Aditi Mishra, Bum-Chul Kwon, Chris Bryan:
ConceptExplainer: Understanding the Mental Model of Deep Learning Algorithms via Interactive Concept-based Explanations. CoRR abs/2204.01888 (2022) - [i12]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 abs/2204.09524 (2022) - [i11]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 abs/2209.06357 (2022) - [i10]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 abs/2209.06378 (2022) - 2021
- [j19]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): 3685-3700 (2021) - [j18]Subhajit Das, Bahador Saket, Bum Chul Kwon, Alex Endert:
Geono-Cluster: Interactive Visual Cluster Analysis for Biologists. IEEE Trans. Vis. Comput. Graph. 27(12): 4401-4412 (2021) - [c16]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 - [c15]Bum Chul Kwon, Uri Kartoun, Shaan Khurshid, Amit V. Khera, Patrick T. Ellinor, Steven A. Lubitz, Kenney Ng:
Interactive Model Report Card for Visual Exploration of Performance Heterogeneity and Biases on Population Subgroups. AMIA 2021 - [c14]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: 7-11 - [c13]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: 2476-2487 - 2020
- [c12]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 - [c11]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: 1-13 - [c10]Prithwish Chakraborty, Bum Chul Kwon, Sanjoy Dey, Amit Dhurandhar, Daniel M. Gruen, Kenney Ng, Daby Sow, Kush R. Varshney:
Tutorial on Human-Centered Explainability for Healthcare. KDD 2020: 3547-3548 - [e2]George Bebis, Zhaozheng Yin, Edward Kim, Jan Bender, Kartic Subr, Bum Chul Kwon, Jian Zhao, Denis Kalkofen, George Baciu:
Advances in Visual Computing - 15th International Symposium, ISVC 2020, San Diego, CA, USA, October 5-7, 2020, Proceedings, Part I. Lecture Notes in Computer Science 12509, Springer 2020, ISBN 978-3-030-64555-7 [contents] - [e1]George Bebis, Zhaozheng Yin, Edward Kim, Jan Bender, Kartic Subr, Bum Chul Kwon, Jian Zhao, Denis Kalkofen, George Baciu:
Advances in Visual Computing - 15th International Symposium, ISVC 2020, San Diego, CA, USA, October 5-7, 2020, Proceedings, Part II. Lecture Notes in Computer Science 12510, Springer 2020, ISBN 978-3-030-64558-8 [contents] - [i9]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 abs/2001.05684 (2020) - [i8]Bum Chul Kwon:
User-driven Analysis of Longitudinal Health Data with Hidden Markov Models for Clinical Insights. CoRR abs/2007.12346 (2020) - [i7]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 abs/2012.05324 (2020)
2010 – 2019
- 2019
- [j17]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): 299-309 (2019) - [c9]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: 116-120 - [c8]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: 146-150 - [i6]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 abs/1904.11652 (2019) - [i5]Hwiyeon Kim, Juyoung Oh, Yunha Han, Sungahn Ko, Matthew Brehmer, Bum Chul Kwon:
Thumbnails for Data Stories: A Survey of Current Practices. CoRR abs/1908.06922 (2019) - [i4]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 abs/1909.09595 (2019) - [i3]Bahador Saket, Subhajit Das, Bum Chul Kwon, Alex Endert:
Geono-Cluster: Interactive Visual Cluster Analysis for Biologists. CoRR abs/1911.00988 (2019) - 2018
- [j16]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): 142-151 (2018) - [i2]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 abs/1805.10724 (2018) - 2017
- [j15]Bum Chul Kwon, Janu Verma, Peter J. Haas, Çagatay Demiralp:
Sampling for Scalable Visual Analytics. IEEE Computer Graphics and Applications 37(1): 100-108 (2017) - [j14]Svenja Simon, Sebastian Mittelstädt, Bum Chul Kwon, Andreas Stoffel, Richard Landstorfer, Klaus Neuhaus, Anna Mühlig, Siegfried Scherer, Daniel A. Keim:
VisExpress: Visual exploration of differential gene expression data. Inf. Vis. 16(1): 48-73 (2017) - [j13]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): 221-230 (2017) - [j12]Sukwon Lee, Sung-Hee Kim, Bum Chul Kwon:
VLAT: Development of a Visualization Literacy Assessment Test. IEEE Trans. Vis. Comput. Graph. 23(1): 551-560 (2017) - 2016
- [j11]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: 212-225 (2016) - [j10]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): 71-80 (2016) - [j9]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): 240-249 (2016) - [j8]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): 489-498 (2016) - [j7]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): 1637 (2016) - [c7]Bum Chul Kwon, Bongshin Lee:
A Comparative Evaluation on Online Learning Approaches using Parallel Coordinate Visualization. CHI 2016: 993-997 - [c6]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: 1-10 - 2015
- [j6]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): 227-252 (2015) - [j5]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): 959-973 (2015) - [c5]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: 55-59 - [i1]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 abs/1506.09191 (2015) - 2014
- [j4]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): 1604-1613 (2014) - [c4]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 - 2013
- [j3]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): 1101-1111 (2013) - [j2]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): 2032-2041 (2013) - 2012
- [j1]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): 1992-2004 (2012) - 2011
- [c3]Bum Chul Kwon, Waqas Javed, Niklas Elmqvist, Ji Soo Yi:
Direct manipulation through surrogate objects. CHI 2011: 627-636 - [c2]Bum Chul Kwon, Brian D. Fisher, Ji Soo Yi:
Visual analytic roadblocks for novice investigators. IEEE VAST 2011: 3-11
2000 – 2009
- 2009
- [c1]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: 3449-3454
Coauthor Index
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