Bum Chul Kwon

Publications

ASAP: Visual analytics for identifying and analyzing image patterns in AI-generated images
ASAP: Visual analytics for identifying and analyzing image patterns in AI-generated images
Jinbin Huang, Yuki Ueno, Chen Chen, Aditi Mishra, Bum Chul Kwon, Zhicheng Liu, Chris Bryan
Information Visualization (2026)
PDF Video
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
GENET: AI-Powered Interactive Visualization Workflows to Explore Biomedical Entity Networks
GENET: AI-Powered Interactive Visualization Workflows to Explore Biomedical Entity Networks
Bum Chul Kwon, Natasha Mulligan, Joao Bettencourt-Silva, Ta-Hsin Li, Bharath Dandala, Feng Lin, Ching-Huei Tsou, Pablo Meyer
bioRxiv (2025)
PDF bioRxiv Code Demo
STAR-VAE: A Scalable Latent-Variable Transformer for Controllable Molecular Generation
STAR-VAE: A Scalable Latent-Variable Transformer for Controllable Molecular Generation
Bum Chul Kwon, Ben Shapira, Moshiko Raboh, Shreyans Sethi, Shruti Murarka, Joseph A Morrone, Leili Zhang, Wendy Cornell, Jianying Hu, Parthasarathy Suryanarayanan
arXiv (2025)
PDF arXiv Code
BMFM-DNA: A SNP-aware DNA foundation model to capture variant effects
BMFM-DNA: A SNP-aware DNA foundation model to capture variant effects
Hongyang Li, Sanjoy Dey, Bum Chul Kwon, Michael Danziger, Michal Rosen-Tzvi, Jianying Hu, James Kozloski, Ching-Huei Tsou, Bharath Dandala, Pablo Meyer
arXiv (2025)
PDF arXiv Code Hugging Face (SNP) Hugging Face (REF)
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