Hyeon Jeon

Orcid: 0000-0002-9659-2922

According to our database¹, Hyeon Jeon authored at least 37 papers between 2021 and 2025.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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On csauthors.net:

Bibliography

2025

Understanding Bias in Perceiving Dimensionality Reduction Projections.

[BibT_eX]

[DOI]

CoRR, July, 2025

Dataset-Adaptive Dimensionality Reduction.

[BibT_eX]

[DOI]

CoRR, July, 2025

Metric Design != Metric Behavior: Improving Metric Selection for the Unbiased Evaluation of Dimensionality Reduction.

[BibT_eX]

[DOI]

Jiyeon Bae

Hyeon Jeon

Jinwook Seo

CoRR, July, 2025

Measuring the Validity of Clustering Validation Datasets.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., June, 2025

Navigating High-Dimensional Backstage: A Guide for Exploring Literature for the Reliable Use of Dimensionality Reduction.

[BibT_eX]

[DOI]

CoRR, June, 2025

Stop Misusing t-SNE and UMAP for Visual Analytics.

[BibT_eX]

[DOI]

CoRR, June, 2025

Reading.help: Supporting EFL Readers with Proactive and On-Demand Explanation of English Grammar and Semantics.

[BibT_eX]

[DOI]

CoRR, May, 2025

Beyond the Mirror: Personal Analytics through Visual Juxtaposition with Other People's Data.

[BibT_eX]

[DOI]

CoRR, May, 2025

Data Therapist: Eliciting Domain Knowledge from Subject Matter Experts Using Large Language Models.

[BibT_eX]

[DOI]

CoRR, May, 2025

Can VLMs Assess Similarity Between Graph Visualizations?

[BibT_eX]

[DOI]

CoRR, April, 2025

A Critical Analysis of the Usage of Dimensionality Reduction in Four Domains.

[BibT_eX]

[DOI]

CoRR, March, 2025

PhenoFlow: A Human-LLM Driven Visual Analytics System for Exploring Large and Complex Stroke Datasets.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., January, 2025

Automated Pipeline for Detecting and Analyzing Misleading Visual Elements.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE Pacific Visualization Conference, 2025

Unveiling High-dimensional Backstage: A Survey for Reliable Visual Analytics with Dimensionality Reduction.

[BibT_eX]

[DOI]

Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems, 2025

2024

MoNetExplorer: A Visual Analytics System for Analyzing Dynamic Networks With Temporal Network Motifs.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., October, 2024

: A Cluster Ambiguity Measure for Estimating Perceptual Variability in Visual Clustering.

[BibT_eX]

[DOI]

Danielle Albers Szafir

Jinwook Seo

IEEE Trans. Vis. Comput. Graph., January, 2024

: Improving Label-Based Evaluation of Dimensionality Reduction.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., January, 2024

Efficiently Crowdsourcing Visual Importance with Punch-Hole Annotation.

[BibT_eX]

[DOI]

Cindy Xiong Bearfield

Jinwook Seo

CoRR, 2024

Offsetting Perceptual Bias in Visual Clustering: The Role of Point Size Adjustment in Variable Display Sizes.

[BibT_eX]

[DOI]

Taehyun Yang

Hyeon Jeon

Jinwook Seo

CoRR, 2024

Combinational Nonuniform Timeslicing of Dynamic Networks.

[BibT_eX]

[DOI]

CoRR, 2024

Extracting Human Attention through Crowdsourced Patch Labeling.

[BibT_eX]

[DOI]

CoRR, 2024

IoLens: Visual Analytics System for Exploring Storage I/O Tracking Process.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE Pacific Visualization Conference, 2024

CLeVer: Continual Learning Visualizer for Detecting Task Transition Failure.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE Pacific Visualization Conference, 2024

Natural Language Dataset Generation Framework for Visualizations Powered by Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the CHI Conference on Human Factors in Computing Systems, 2024

CloChat: Understanding How People Customize, Interact, and Experience Personas in Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the CHI Conference on Human Factors in Computing Systems, 2024

2023

CLAMS: A Cluster Ambiguity Measure for Estimating Perceptual Variability in Visual Clustering.

[BibT_eX]

[DOI]

Danielle Albers Szafir

Jinwook Seo

CoRR, 2023

Classes are not Clusters: Improving Label-based Evaluation of Dimensionality Reduction.

[BibT_eX]

[DOI]

CoRR, 2023

ZADU: A Python Library for Evaluating the Reliability of Dimensionality Reduction Embeddings.

[BibT_eX]

[DOI]

Proceedings of the 2023 IEEE Visualization and Visual Analytics (VIS), 2023

Large-scale Text-to-Image Generation Models for Visual Artists' Creative Works.

[BibT_eX]

[DOI]

Proceedings of the 28th International Conference on Intelligent User Interfaces, 2023

2022

Measuring and Explaining the Inter-Cluster Reliability of Multidimensional Projections.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2022

Sanity Check for External Clustering Validation Benchmarks using Internal Validation Measures.

[BibT_eX]

[DOI]

CoRR, 2022

Distortion-Aware Brushing for Interactive Cluster Analysis in Multidimensional Projections.

[BibT_eX]

[DOI]

CoRR, 2022

Uniform Manifold Approximation with Two-phase Optimization.

[BibT_eX]

[DOI]

Proceedings of the 2022 IEEE Visualization and Visual Analytics (VIS), 2022

VANT: A Visual Analytics System for Refining Parallel Corpora in Neural Machine Translation.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE Pacific Visualization Symposium, 2022

2021

Githru: Visual Analytics for Understanding Software Development History Through Git Metadata Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2021

Interactive Visualization for Exploring Information Fragments in Software Repositories.

[BibT_eX]

[DOI]

CoRR, 2021

Visualization Support for Multi-criteria Decision Making in Software Issue Propagation.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE Pacific Visualization Symposium, 2021

Hyeon Jeon

Timeline

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On csauthors.net:

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