Data Visualization
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Libra+: Compositional Interaction for Data Visualization
- Xu Luo, Yue Zhang, Bongshin Lee, Jean-Daniel Fekete, Yunhai Wang
IEEE Transactions on Visualization and Computer Graphics (VIS 2026), in press
The CAPED Framework: Characterizing User Skills in Chart Authoring through the Lens of Tasks and Tools
- Bongshin Lee, Zhicheng Liu, John R. Thompson, and Chenglong Wang
IEEE Transactions on Visualization and Computer Graphics (VIS 2026), in press
UnitoPia: Interactive Construction of Pictorial Unit Visualization using a Contain-and-Fill Model
- Xinghui Fu, Zhida Sun, Yoojin Jeon, Guozheng Li, Yu Zhang, Bongshin Lee, Min Lu
IEEE Transactions on Visualization and Computer Graphics (VIS 2026), in press
Cerebra: Aligning Implicit Knowledge in Interactive SQL Authoring
- Yunfan Zhou, Qiming Shi, Zhongsu Luo, Xiwen Cai, Yanwei Huang, Dae Hyun Kim, Di Weng, Yingcai Wu
ACM CHI Conference on Human Factors in Computing Systems (CHI 2026)
Challenges in Synchronous & Remote Collaboration Around Visualization
- Matthew Brehmer, Maxime Cordeil, Christophe Hurter, Takayuki Itoh, Wolfgang Büschel, Mahmood Jasim, Arnaud Prouzeau, David Saffo, Lyn Bartram, Sheelagh Carpendale, Chen Zhu-Tian, Andrew Cunningham, Tim Dwyer, Samuel Huron, Masahiko Itoh, Alark Joshi, Kiyoshi Kiyokawa, Hideaki Kuzuoka, Bongshin Lee, Gabriela Molina León, Harald Reiterer, Bektur Ryskeldiev, Jonathan Schwabish, Brian A. Smith, Yasuyuki Sumi, Ryo Suzuki, Anthony Tang, Yalong Yang, Jian Zhao
ACM CHI Conference on Human Factors in Computing Systems (CHI 2026)
HyPockeTuner: Bringing Hyperparameter Optimization to Mobile Devices
- Donghee Hong, Bongshin Lee, Jinwook Seo, Jaemin Jo
ACM CHI Conference on Human Factors in Computing Systems (CHI 2026)
Unpacking Visual Metaphors in Infographics: A Design Space
- Yukai Guo, Lanxi Xiao, Xinhuan Shu, Qiong Wu, Bongshin Lee, Shixia Liu
ACM CHI Conference on Human Factors in Computing Systems (CHI 2026)
CANVAS: A Benchmark for Vision-Language Models on Tool-Based User Interface Designs
- Daeheon Jeong, Seoyeon Byun, Kihoon Son, Dae Hyun Kim, Juho Kim
AAAI Conference on Artificial Intelligence (AAAI 2026)
SalusChart: A Data Visualization Library for Mobile Health Apps
- Sebin Hwang, Seongjae Bae, Jehu Ahn, Zekai Shao, Eun Kyoung Choe, Bongshin Lee
IEEE Visualization and Visual Analytics (VIS 2026) Short Paper, accepted for publication
Envisioning Mobile Data Visualization Libraries for Digital Health
- Bongshin Lee, Seongjae Bae, Mengying Li, Eun Kyoung Choe
IEEE Computer Graphics and Applications (CG&A), in press
PiCCL: Data-Driven Composition of Bespoke Pictorial Charts
- Haoyan Shi, Yunhai Wang, Junhao Chen, Chenglong Wang, Bongshin Lee
IEEE Transactions on Visualization and Computer Graphics (VIS 2025)
Semantic-Structural Alignment for Generative Pictorial Charts
- Zhida Sun, Yulin Zhang, Zheng Gu, Min Lu, Bongshin Lee, Daniel Cohen-Or, Hui Huang
ACM Transactions on Graphics (TOG)
Visualizing Information on Smartwatch Faces: A Review and Design Space
- Alaul Islam, Tingying He, Anastasia Bezerianos, Tanja Blascheck, Bongshin Lee, Petra Isenberg
Information Visualization (SAGE Journals)
Dataset-Adaptive Dimensionality Reduction
- Hyeon Jeon, Jeongin Park, Soohyun Lee, Dae Hyun Kim, Sungbok Shin, Jinwook Seo
IEEE Transactions on Visualization and Computer Graphics (VIS 2025)
From Perception to Decision: Assessing the Role of Chart Types Affordances in High-Level Decision Tasks
- Yixuan Li, Emery D Berger, Minsuk Kahng, Cindy Xiong Bearfield
IEEE Visualization and Visual Analytics (VIS 2025)
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
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)
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
ACM CHI Conference on Human Factors in Computing Systems (CHI 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 Transactions 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)
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
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)
Automatic Histograms: Leveraging Language Models for Text Dataset Exploration
- Emily Reif, Crystal Qian, James Wexler, Minsuk Kahng
Extended Abstracts of the CHI Conference on Human Factors in Computing Systems (CHI EA '24)
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
Extended Abstracts of the CHI Conference on Human Factors in Computing Systems (CHI EA '24)
Natural Language Dataset Generation Framework for Visualizations Powered by Large Language Models
- Hyung-Kwon Ko, Hyeon Jeon, Gwanmo Park, Dae Hyun Kim, Nam Wook Kim, Juho Kim, Jinwook Seo
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 (CG&A)
DataDive: Supporting Readers’ Contextualization of Statistical Statements with Data Exploration
- Hyunwoo Kim, Khanh Duy Le, Gionnieve Lim, Dae Hyun Kim, Yoo Jin Hong, Juho Kim
ACM Conference on Intelligent User Interfaces (IUI '24)
Data Formulator: AI-powered Concept-driven Visualization Authoring
- Chenglong Wang, John R. Thompson, Bongshin Lee
IEEE Transactions on Visualization and Computer Graphics (VIS 2023)
EmphasisChecker: A Tool for Guiding Chart and Caption Emphasis
- Dae Hyun Kim, Seulgi Choi, Juho Kim, Vidya Setlur, Maneesh Agrawala
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)