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
Journal Article
Dataset-Adaptive Dimensionality Reduction
IEEE Transactions on Visualization and Computer Graphics (Proc. VIS 2025).
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 (CHI '25), 2025, Yokohama, Japan.
Workshop Paper
Towards Interactive Chess Textbooks: Utilizing Human-Crafted Strategic Knowledge
Conference Short Paper
Automated Pipeline for Detecting and Analyzing Misleading Visual Elements In 2025 IEEE 18th Pacific Visualization Conference (PacificVis). 346-351.
Journal Article
Enhancing Data Literacy On-demand: LLMs as Guides for Novices in Chart Interpretation IEEE Transactions on Visualization and Computer Graphics.
Conference Short Paper
Assessing Graphical Perception of Image Embedding Models using Channel Effectiveness In 2024 IEEE Visualization and Visual Analytics (VIS). 226-230.
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 (VIS). 196-200.
Conference Short Paper
Uniform Manifold Approximation with Two-phase Optimization In 2022 IEEE Visualization and Visual Analytics (VIS). 80-84.
Conference Short Paper
VANT: A Visual Analytics System for Refining Parallel Corpora in Neural Machine Translation In 2022 IEEE 15th Pacific Visualization Symposium (PacificVis). 181-185.