Hyeon Jeon
My research spans the field of Data Visualization and Machine learning. Currently, I'm interested in cluster analysis of large-scale / high-dimensional data.
Please visit my website for detailed information – and feel free to contact me!! (hj@hcil.snu.ac.kr)
Related Projects
Related Publications
- PhenoFlow: A Human-LLM Driven Visual Analytics System for Exploring Large and Complex Stroke Datasets [PDF] paper, IEEE Transactions on Visualization and Computer Graphics (TVCG) (Proc. IEEE VIS 2024)
- IoLens: Visual Analytics System for Exploring Storage I/O Tracking Process [PDF] paper, the 17th IEEE Pacific Visualization Conference (PacificVis '24)
- CLeVer: Continual Learning Visualizer for Detecting Task Transition Failure [PDF] paper, the 17th IEEE Pacific Visualization Conference
- Combinational Nonuniform Timeslicing of Dynamic Networks [PDF] poster, the 17th IEEE Pacific Visualization Conference (PacificVis '24)
- MoNetExplorer: A Visual Analytics System for Analyzing Dynamic Networks with Temporal Network Motifs [PDF] article, IEEE Transactions on Visualization and Computer Graphics (TVCG)
- Natural Language Dataset Generation Framework for Visualizations Powered by Large Language Models [PDF] paper, CHI conference on Human Factors in Computing Systems (CHI 24)
- Clochat: Understanding How People Customize, Interact, and Experience Personas in Large Language Models [PDF] paper, CHI conference on Human Factors in Computing Systems (CHI 24)
- ZADU: A Python Library for Evaluating the Reliability of Dimensionality Reduction Embeddings [PDF] paper, 2023 IEEE Visualization and Visual Analytics (VIS), Melbourne, Austrailia
- Classes are not Clusters: Improving Label-based Evaluation of Dimensionality Reduction [PDF] paper, IEEE Transactions on Visualization and Computer Graphics (TVCG) (Proc. IEEE VIS 2023)
- CLAMS: A Cluster Ambiguity Measure for Estimating Perceptual Variability in Visual Clustering [PDF] paper, IEEE Transactions on Visualization and Computer Graphics (TVCG) (Proc. IEEE VIS 2023)
- Large-scale Text-to-Image Generation Models for Visual Artists' Creative Works [PDF] paper, Proceedings of the 28th International Conference on Intelligent User Interface (IUI '23)
- Uniform Manifold Approximation with Two-phase Optimization [PDF] paper, 2022 IEEE Visualization and Visual Analytics (VIS), Oklahoma City, OK, USA
- VANT: A Visual Analytics System for Refining Parallel Corpora in Neural Machine Translation [PDF] paper, the 15th IEEE Pacific Visualization Symposium (PacificVis '22)
- Measuring and Explaining the Inter-Cluster Reliability of Multidimensional Projections [PDF] article, IEEE Transactions on Visualization and Computer Graphics (TVCG) (Proc. IEEE VIS 2021)
- Visualization Support for Multi-criteria Decision Making in Software Issue Propagation [PDF] paper, 14th IEEE Pacific Visualization Symposium (PacificVis '21)
- Interactive Visualization for Exploring Information Fragments in Software Repositories [PDF] poster, 14th IEEE Pacific Visualization Symposium (PacificVis '21)
- Githru: Visual Analytics for Understanding Software Development History Through Git Metadata Analysis [PDF] article, IEEE Transactions on Visualization and Computer Graphics (TVCG) (Proc. IEEE VIS 2020)
- 범죄 수사를 위한 상호작용이 가능한 다중 뷰 시각적 분석 시스템 [PDF] article, Journal of KIISE