Data Visualization
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Data Formulator 2: Iterative Creation of Data Visualizations, with AI Transforming Data Along the Way
- Chenglong Wang, Bongshin Lee, Steven M. Drucker, Dan Marshall, Jianfeng Gao
ACM CHI Conference on Human Factors in Computing Systems (CHI 2025)
DataSentry: Building Missing Data Management System for In-the-Wild Mobile Sensor Data Collection through Multi-Year Iterative Design Approach
- Yugyeong Jung, Hei Yiu Law, Hadong Lee, Junmo Lee, Bongshin Lee, Uichin Lee
ACM CHI Conference on Human Factors in Computing Systems (CHI 2025)
PlanTogether: Facilitating AI Application Planning Using Information Graphs and Large Language Models
- Dae Hyun Kim, Daeheon Jeong, Shakhnozakhon Yadgarova, Hyungyu Shin, Jinho Son, Hariharan Subramonyam, Juho Kim
CHI '25: Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems
C²: Scalable Auto-Feedback for LLM-based Chart Generation
- Woosung Koh, Janghan Yoon, MinHyung Lee, Youngjin Song, Jaegwan Cho, Jaehyun Kang, Taehyeon Kim, Se-Young Yun, Youngjae Yu, Bongshin Lee
Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL 2025)
LLM Attributor: Interactive Visual Attribution for LLM Generation
- Seongmin Lee, Zijie J Wang, Aishwarya Chakravarthy, Alec Helbling, ShengYun Peng, Mansi Phute, Duen Horng Chau, Minsuk Kahng
Proceedings of the AAAI Conference on Artificial Intelligence (AAAI 2025)
Authoring Data-Driven Chart Animations through Direct Manipulation
- Yuancheng Shen, Yue Zhao, Yunhai Wang, Tong Ge, Haoyan Shi, Bongshin Lee
IEEE Transaction on Visualization and Computer Graphics
When Refreshable Tactile Displays Meet Conversational Agents: Investigating Accessible Data Presentation and Analysis with Touch and Speech
- Samuel Reinders, Matthew Butler, Ingrid Zukerman, Bongshin Lee, Lizhen Qu, Kim Marriott
IEEE Transactions on Visualization and Computer Graphics (VIS 2024)
LLM Comparator: Interactive Analysis of Side-by-Side Evaluation of Large Language Models
- Minsuk Kahng, Ian Tenney, Mahima Pushkarna, Michael Xieyang Liu, James Wexler, Emily Reif, Krystal Kallarackal, Minsuk Chang, Michael Terry, Lucas Dixon
IEEE Transactions on Visualization and Computer Graphics (VIS 2024)
ChartA11y: Designing Accessible Touch Experiences of Visualizations with Blind Smartphone Users
- Zhuohao Zhang, John R. Thompson, Aditi Shah, Manish Agrawal, Alper Sarikaya, Jacob O. Wobbrock, Ed Cutrell, Bongshin Lee
ASSETS: ACM SIGACESS Conference on Computers and Accessibility (ASSETS '24)
WonderFlow: Narration-Centric Design of Animated Data Videos
- Yun Wang, Leixian Shen, Zhengxin You, Xinhuan Shu, Bongshin Lee, John Thompson, Haidong Zhang, Dongmei Zhang
IEEE Transactions on Visualization and Computer Graphics, in press
Adversarial Nibbler: An Open Red-Teaming Method for Identifying Diverse Harms in Text-to-Image Generation
- Jessica Quaye, Alicia Parrish, Oana Inel, Charvi Rastogi, Hannah Rose Kirk, Minsuk Kahng, Erin van Liemt, Max Bartolo, Jess Tsang, Justin White, Nathan Clement, Rafael Mosquera, Juan Ciro, Vijay Janapa Reddi, Lora Aroyo
ACM Conference on Fairness, Accountability, and Transparency (FAccT 2024)
Designing Born-Accessible Courses in Data Science and Visualization: Challenges and Opportunities of a Remote Curriculum Taught by Blind Instructors to Blind Students
- JooYoung Seo, Sile O'Modhrain, Yilin Xia, Sanchita S. Kamath, Bongshin Lee, James Coughlan
Proceedings of EuroVis 2024- Education Paper
Identify, Adapt, Persist: The Journey of Blind Individuals with Personal Health Technologies
- Jarrett G.W. Lee, Bongshin Lee, Soyoung Choi, JooYoung Seo, Eun Kyoung Choe
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (UbiComp 2024)
MAIDR: Making Statistical Visualizations Accessible with Multimodal Data Representation
- JooYoung Seo, Yilin Xia, Bongshin Lee, Sean McCurry, Yu Jun Yam
ACM CHI Conference on Human Factors in Computing Systems (CHI 2024)
Visual Cues for Data Analysis Features Amplify Challenges for Blind Spreadsheet Users
- Minoli Perera, Bongshin Lee, Eun Kyoung Choe, Kim Marriott
ACM CHI Conference on Human Factors in Computing Systems (CHI 2024)
Opportunistic Nudges for Task Migration Between Personal Devices
- Nikhita Joshi, Richard Li, Jiannan Li, Leonardo Pavanatto, Michel Pahud, Jatin Sharma, Bongshin Lee, Hugo Romat, William Buxton, Nicolai Marquardt, Ken Hinckley, Nathalie Henry Riche
Extended Abstracts of the CHI Conference on Human Factors In Computing Systems (CHI EA '24)
Automatic Histograms: Leveraging Language Models for Text Dataset Exploration
- Emily Reif, Crystal Qian, James Wexler, Minsuk Kahng
ACM CHI Conference on Human Factors in Computing Systems (CHI 2024)
LLM Comparator: Visual Analytics for Side-by-Side Evaluation of Large Language Models
- Minsuk Kahng, Ian Tenney, Mahima Pushkarna, Michael Xieyang Liu, James Wexler, Emily Reif, Krystal Kallarackal, Minsuk Chang, Michael Terry, Lucas Dixon
ACM CHI Conference on Human Factors in Computing Systems (CHI 2024)
Databiting: Lightweight, Transient, and Insight Rich Exploration of Personal Data
- Bradley Rey, Bongshin Lee, Eun Kyoung Choe, Pourang Irani
IEEE Computer Graphics and Applications
Data Formulator: AI-powered Concept-driven Visualization Authoring
- Chenglong Wang, John R. Thompson, Bongshin Lee
IEEE Transactions on Visualization and Computer Graphics (VIS 2023)
Mystique: Deconstructing SVG Charts for Layout Reuse
- Chen Chen, Bongshin Lee, Yunhai Wang, Yunjeong Chang, Zhicheng Liu
IEEE Transactions on Visualization and Computer Graphics (VIS 2023)
Visualizing Linguistic Diversity of Text Datasets Synthesized by Large Language Models
- Emily Reif, Minsuk Kahng, Savvas Petridis
IEEE Visualization Conference (VIS 2023)
VLSlice: Interactive Vision-and-Language Slice Discovery
- Eric Slyman, Minsuk Kahng, Stefan Lee
IEEE/CVF International Conference on Computer Vision (ICCV 2023)
DendroMap: Visual Exploration of Large-Scale Image Datasets for Machine Learning with Treemaps
- Donald Bertucci, Md Montaser Hamid, Yashwanthi Anand, Anita Ruangrotsakun, Delyar Tabatabai, Melissa Perez, Minsuk Kahng
IEEE Transactions on Visualization and Computer Graphics (VIS 2022)