Soohyun Lee
Related Projects
Dataset-Adaptive Dimensionality Reduction
Dataset-Adaptive Dimensionality Reduction for Reliable and Efficient Visual Analytics
S&UI
Leveraging Multimodal LLM for Inspirational User Interface Search
Enhancing Data Literacy On-demand: LLMs as Guides for Novices in Chart Interpretation
Chart reading guidance using LLM through both textual and visual annotations
ZADU
A Python Library for Evaluating the Reliability of Dimensionality Reduction Embeddings
UMATO
Uniform Manifold Approximation with Two-phase Optimization
Related Publications
VIS '25 | Conference Full Paper
Dataset-Adaptive Dimensionality Reduction
IEEE Transactions on Visualization and Computer Graphics (Proc. VIS 2025) (2025).
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.
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).
TVCG | Journal Article
Enhancing Data Literacy On-demand: LLMs as Guides for Novices in Chart Interpretation IEEE Transactions on Visualization and Computer Graphics, 1-17, presented at 2024 IEEE Visualization and Visual Analytics.
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 '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.