Publications

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 (2026). Multi-view biomedical foundation models for molecule-target and property prediction. Advanced Science.

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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 (2026). An Autoethnography on Visualization Literacy: A Wicked Measurement Problem. IEEE Transactions on Visualization and Computer Graphics (TVCG).

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Dylan Cashman, Mark Keller, Hyeon Jeon, Bum Chul Kwon, Qianwen Wang (2025). A Critical Analysis of the Usage of Dimensionality Reduction in Four Domains. IEEE Transactions on Visualization and Computer Graphics (TVCG).

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Aditi Mishra, Bretho Danzy, Utkarsh Soni, Anjana Arunkumar, Jinbin Huang, Bum Chul Kwon, Chris Bryan (2025). PromptAid: Visual Prompt Exploration, Perturbation, Testing and Iteration for Large Language Models. IEEE Transactions on Visualization and Computer Graphics (TVCG).

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Joohee Kim, Hyunwook Lee, Duc M. Nguyen, Minjeong Shin, Bum Chul Kwon, Sungahn Ko, Niklas Elmqvist (2024). DG Comics: Semi-Automatically Authoring Graph Comics for Dynamic Graphs. IEEE Transactions on Visualization and Computer Graphics (TVCG).

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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 (2024). SPARK: Harnessing Human-Centered Workflows with Biomedical Foundation Models for Drug Discovery. International Joint Conference on Artificial Intelligence.

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Grace Guo, Lifu Deng, Animesh Tandon, Alex Endert, Bum Chul Kwon (2024). MiMICRI: Towards Domain-centered Counterfactual Explanations of Cardiovascular Image Classification Models. ACM Conference on Fairness, Accountability, and Transparency (ACM FAccT).

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Bum Chul Kwon, Nandana Mihindukulasooriya (2023). Finspector: A Human-Centered Visual Inspection Tool for Exploring and Comparing Biases among Foundation Models. The 61st Annual Meeting of the Association for Computational Linguistics (ACL): System Demonstrations.

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Hwiyeon Kim, Joohee Kim, Yunha Han, Hwajung Hong, Oh-Sang Kwon, Young-Woo Park, Niklas Elmqvist, Sungahn Ko, Bum Chul Kwon (2023). Towards Visualization Thumbnail Designs that Entice Reading Data-driven Articles. IEEE Transactions on Visualization and Computer Graphics (TVCG).

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Grace Guo, Ehud Karavani, Alex Endert, Bum Chul Kwon (2023). Causalvis: Visualizations for Causal Inference. ACM SIGCHI Conference on Human Factors in Computing Systems (CHI).

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