Soohyun Lee
Related Projects
Revisiting Channel Effectiveness
A Multi-Dimensional Evaluation with Primitive Visual Stimuli
GhostUI
Unveiling Hidden Interactions in Mobile UI
Semantic UI Generation
Bridging Gulfs in UI Generation through Semantic Guidance
S&UI
Leveraging Multimodal LLM for Inspirational User Interface Search
UMATO
Uniform Manifold Approximation with Two-phase Optimization
Dataset-Adaptive Dimensionality Reduction
Dataset-Adaptive Dimensionality Reduction for Reliable and Efficient Visual Analytics
Distortion-Aware Brushing
Distortion-aware Brushing for Reliable Cluster Analysis in Multidimensional Projections
Enhancing Data Literacy On-demand
LLMs as Guides for Novices in Chart Interpretation
ZADU
A Python Library for Evaluating the Reliability of Dimensionality Reduction Embeddings
Related Publications
VIS '26 | Conference Full Paper
TailVis: Expressive Visualization Refinement Preserving Data-Binding Integrity
Yumin Song, Seokhyeon Park, Soohyun Lee, Aeri Cho, Hyeon Jeon, John Joon Young Chung, and Jinwook Seo
IEEE Transactions on Visualization and Computer Graphics, to be presented at 2026 IEEE Visualization and Visual Analytics.
VIS '26 | Conference Full Paper
Revisiting Channel Effectiveness: A Multi-Dimensional Evaluation with Primitive Visual Stimuli
IEEE Transactions on Visualization and Computer Graphics, to be presented at 2026 IEEE Visualization and Visual Analytics.
CHI '26 | Conference Full Paper
Bridging Gulfs in UI Generation through Semantic Guidance In Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems, (Barcelona, Spain) (CHI '26).
CHI '26 | Conference Full Paper
GhostUI: Unveiling Hidden Interactions in Mobile UI In Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems, (Barcelona, Spain) (CHI '26).
PacificVis '26 | Conference Full Paper
HookLens: Visual Analytics for Understanding React Hooks StructuresSuyeon Hwang, Minkyu Kweon, Jeongmin Rhee, Soohyun Lee, Seokhyeon Park, Seokweon Jung, Hyeon Jeon, and Jinwook Seo
In 2026 IEEE 19th Pacific Visualization Conference, (Sydney, Australia) (PacificVis '26), 1-11.
TVCG | Journal Article
Distortion-aware Brushing for Reliable Cluster Analysis in Multidimensional ProjectionsHyeon Jeon, Michaël Aupetit, Soohyun Lee, Hyung-Kwon Ko, Youngtaek Kim, Ghulam Jilani Quadri, and Jinwook Seo
IEEE Transactions on Visualization and Computer Graphics 32, 2 (2026), 2165-2182.
TVCG | Journal Article
UMATO: Bridging Local and Global Structures for Reliable Visual Analytics with Dimensionality ReductionHyeon Jeon, Hyung-Kwon Ko, Soohyun Lee, Jake Hyun, Taehyun Yang, Gyehun Go, Jaemin Jo, and Jinwook Seo
IEEE Transactions on Visualization and Computer Graphics 31, 12 (2025), 10503-10520.
VIS '25 | Conference Full Paper
Dataset-Adaptive Dimensionality Reduction IEEE Transactions on Visualization and Computer Graphics 32, 1, 462-472, presented at 2025 IEEE Visualization and Visual Analytics.
CHI '25 | Conference Full Paper
Leveraging Multimodal LLM for Inspirational User Interface Search In Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems, (Yokohama, Japan) (CHI '25).
CHI '25 | Workshop Paper
Towards Interactive Chess Textbooks: Utilizing Human-Crafted Strategic Knowledge
In Augmented Educators and AI: Shaping the Future of Human and AI Cooperation in Learning, (Yokohama, Japan) (CHI '25).
PacificVis '25 | Conference Short Paper
Automated Pipeline for Detecting and Analyzing Misleading Visual Elements In 2025 IEEE 18th Pacific Visualization Conference, (Taipei City, Taiwan) (PacificVis '25), 346-351.
VIS '24 | Conference Short Paper
Assessing Graphical Perception of Image Embedding Models using Channel Effectiveness In 2024 IEEE Visualization and Visual Analytics, (St. Pete Beach, FL, USA) (VIS '24), 226-230.
VIS '24 | Scientific Poster
Efficiently Crowdsourcing Visual Importance with Punch-Hole Annotation
Minsuk Chang, Soohyun Lee, Aeri Cho, Hyeon Jeon, Seokhyeon Park, Cindy Xiong Bearfield, and Jinwook Seo
In 2024 IEEE Visualization and Visual Analytics, (St. Pete Beach, FL, USA) (VIS '24).
TVCG | Journal Article
Enhancing Data Literacy On-demand: LLMs as Guides for Novices in Chart Interpretation IEEE Transactions on Visualization and Computer Graphics 31, 9, 4712-4727, presented at 2024 IEEE Visualization and Visual Analytics.
VIS '23 | Conference Short Paper
ZADU: A Python Library for Evaluating the Reliability of Dimensionality Reduction EmbeddingsHyeon Jeon, Aeri Cho, Jinhwa Jang, Soohyun Lee, Jake Hyun, Hyung-Kwon Ko, Jaemin Jo, and Jinwook Seo
In 2023 IEEE Visualization and Visual Analytics, (Melbourne, Australia) (VIS '23), 196-200.
VIS '22 | Conference Short Paper
Uniform Manifold Approximation with Two-phase Optimization In 2022 IEEE Visualization and Visual Analytics, (Oklahoma City, OK, USA) (VIS '22), 80-84.
PacificVis '22 | Conference Short Paper
VANT: A Visual Analytics System for Refining Parallel Corpora in Neural Machine Translation In 2022 IEEE 15th Pacific Visualization Symposium, (Tsukuba, Japan) (PacificVis '22), 181-185, received the Best Note Award.