Bum Chul Kwon

Publications

Multi-view biomedical foundation models for molecule-target and property prediction
Multi-view biomedical foundation models for molecule-target and property prediction
Parthasarathy Suryanarayanan, Yunguang Qiu, Shreyans Sethi, Diwakar Mahajan, Hongyang Li, Yuxin Yang, Elif Eyigoz, Aldo Guzman Saenz, Daniel E. Platt, Timothy H. Rumbell, Kenney Ng, Sanjoy Dey, Myson Burch, Bum Chul Kwon, Pablo Meyer, Feixiong Cheng, Jianying Hu, Joseph A. Morrone
Advanced Science (2026)
PDF arXiv Open Access Code Hugging Face
An Autoethnography on Visualization Literacy: A Wicked Measurement Problem
An Autoethnography on Visualization Literacy: A Wicked Measurement Problem
Lily Ge, Anne-Flore Cabouat, Karen Bonilla, Yuan Cui, Yiren Ding, Noëlle Rakotondravony, Mackenzie Creamer, Jasmine Tan Otto, Maryam Hedayati, Bum Chul Kwon, Angela Locoro, Lane Harrison, Petra Isenberg, Michael Correll, Matthew Kay
TVCG (2026)
PDF OSF Supplemental Materials
A Critical Analysis of the Usage of Dimensionality Reduction in Four Domains
A Critical Analysis of the Usage of Dimensionality Reduction in Four Domains
Dylan Cashman, Mark Keller, Hyeon Jeon, Bum Chul Kwon, Qianwen Wang
TVCG (2025)
PDF Online Browser for Reviwed Papers
PromptAid: Visual Prompt Exploration, Perturbation, Testing and Iteration for Large Language Models
PromptAid: Visual Prompt Exploration, Perturbation, Testing and Iteration for Large Language Models
Aditi Mishra, Bretho Danzy, Utkarsh Soni, Anjana Arunkumar, Jinbin Huang, Bum Chul Kwon, Chris Bryan
TVCG (2025)
PDF arXiv
DG Comics: Semi-Automatically Authoring Graph Comics for Dynamic Graphs
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
TVCG (2024)
PDF Video Code
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 Remy, William Ogallo, Itai Guez, Partha Suryanarayanan, Joseph Morrone, Shreyans Sethi, Seung-Gu Kang, Tien Huynh, Kenney Ng, Diwakar Mahajan, Hongyang Li, Matan Ninio, Shervin Ayati, Efrat Hexter, Wendy Cornell
IJCAI (2024)
PDF Video
MiMICRI: Towards Domain-centered Counterfactual Explanations of Cardiovascular Image Classification Models
MiMICRI: Towards Domain-centered Counterfactual Explanations of Cardiovascular Image Classification Models
Grace Guo, Lifu Deng, Animesh Tandon, Alex Endert, Bum Chul Kwon
FAccT (2024)
PDF Code
Finspector: A Human-Centered Visual Inspection Tool for Exploring and Comparing Biases among Foundation Models
Bum Chul Kwon, Nandana Mihindukulasooriya
ACL (2023)
PDF Video arXiv Code
Towards Visualization Thumbnail Designs that Entice Reading Data-driven Articles
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
TVCG (2023)
PDF arXiv Supplementary
Causalvis: Visualizations for Causal Inference
Grace Guo, Ehud Karavani, Alex Endert, Bum Chul Kwon
CHI (2023)
PDF Video arXiv Code