Hyeon Jeon

60 papers A* 3A 1B 5Journal 47Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Dataset-Adaptive Dimensionality Reduction.
IEEE Trans. Vis. Comput. Graph.
Hyeon Jeon, Jeongin Park, Soohyun Lee, Dae Hyun Kim, Sungbok Shin, Jinwook Seo
2026 J jnl
Distortion-Aware Brushing for Reliable Cluster Analysis in Multidimensional Projections.
IEEE Trans. Vis. Comput. Graph.
Hyeon Jeon, Michaël Aupetit, Soohyun Lee, Kwon Ko, Youngtaek Kim, Ghulam Jilani Quadri, Jinwook Seo
2026 J jnl
HookLens: Visual Analytics for Understanding React Hooks Structures.
CoRR
Suyeon Hwang, Minkyu Kweon, Jeongmin Rhee, Soohyun Lee, Seokhyeon Park, Seokweon Jung, Hyeon Jeon, Jinwook Seo
2026 — conf
Is This Enough to Decide? Facilitating Informed Investment Decisions by Visualizing Missing Evidence.
CHI Extended Abstracts
Nahyun Lee, Hyeon Jeon
2026 J jnl
Seeing Graphs Like Humans: Benchmarking Computational Measures and MLLMs for Similarity Assessment.
CoRR
Seokweon Jung, Jeongmin Rhee, Seoyoung Doh, Hyeon Jeon, Ghulam Jilani Quadri, Jinwook Seo
2026 — conf
Supporting or Hindering? Understanding the Divergent Effects of LLM Assistance on Critical Thinking in Academic Reading.
CHI Extended Abstracts
Seunghyun Bae, Hyungwoo Song, Hyeon Jeon, Taesup Kim, Bongwon Suh
2026 J jnl
Toward More Explainable Nonlinear Dimensionality Reduction: A Feature-Driven Interaction Approach.
IEEE Trans. Vis. Comput. Graph.
Aeri Cho, Hyeon Jeon, Kiroong Choe, Seokhyeon Park, Jinwook Seo
2025 J jnl
A Critical Analysis of the Usage of Dimensionality Reduction in Four Domains.
CoRR
Dylan Cashman, Mark S. Keller, Hyeon Jeon, Bum Chul Kwon, Qianwen Wang
2025 J jnl
A Critical Analysis of the Usage of Dimensionality Reduction in Four Domains.
IEEE Trans. Vis. Comput. Graph.
Dylan Cashman, Mark S. Keller, Hyeon Jeon, Bum Chul Kwon, Qianwen Wang
2025 B conf
Automated Pipeline for Detecting and Analyzing Misleading Visual Elements.
PacificVis
Min-Hyeong Kim, Yumin Song, Yungun Kim, Aeri Cho, Soohyun Lee, Hyeon Jeon, Jinwook Seo
2025 J jnl
Beyond the Mirror: Personal Analytics through Visual Juxtaposition with Other People's Data.
CoRR
Sungbok Shin, Sunghyo Chung, Hyeon Jeon, Hyunwook Lee, Minje Choi, Taehun Kim, Jaehoon Choi, Sungahn Ko, Jaegul Choo
2025 J jnl
Can VLMs Assess Similarity Between Graph Visualizations?
CoRR
Seokweon Jung, Hyeon Jeon, Jeongmin Rhee, Jinwook Seo
2025 J jnl
Changing the Paradigm from Dynamic Queries to LLM-generated SQL Queries with Human Intervention.
CoRR
Ambre Assor, Hyeon Jeon, Sungbok Shin, Jean-Daniel Fekete
2025 J jnl
Data Therapist: Eliciting Domain Knowledge from Subject Matter Experts Using Large Language Models.
CoRR
Sungbok Shin, Hyeon Jeon, Sanghyun Hong, Niklas Elmqvist
2025 J jnl
Dataset-Adaptive Dimensionality Reduction.
CoRR
Hyeon Jeon, Jeongin Park, Soohyun Lee, Dae Hyun Kim, Sungbok Shin, Jinwook Seo
2025 J jnl
Dimensionality Reduction Considered Harmful (Some of the Time).
CoRR
Hyeon Jeon
2025 J jnl
InFerActive: Towards Scalable Human Evaluation of Large Language Models through Interactive Inference.
CoRR
Junhyeong Hwangbo, Soohyun Lee, Minsoo Cheong, Hyeon Jeon, Jinwook Seo
2025 J jnl
Measuring the Validity of Clustering Validation Datasets.
CoRR
Hyeon Jeon, Michaël Aupetit, Donghwa Shin, Aeri Cho, Seokhyeon Park, Jinwook Seo
2025 J jnl
Measuring the Validity of Clustering Validation Datasets.
IEEE Trans. Pattern Anal. Mach. Intell.
Hyeon Jeon, Michaël Aupetit, Donghwa Shin, Aeri Cho, Seokhyeon Park, Jinwook Seo
2025 J jnl
Metric Design != Metric Behavior: Improving Metric Selection for the Unbiased Evaluation of Dimensionality Reduction.
CoRR
Jiyeon Bae, Hyeon Jeon, Jinwook Seo
2025 J jnl
Navigating High-Dimensional Backstage: A Guide for Exploring Literature for the Reliable Use of Dimensionality Reduction.
CoRR
Hyeon Jeon, Hyunwook Lee, Yun-Hsin Kuo, Taehyun Yang, Daniel Archambault, Sungahn Ko, Takanori Fujiwara, Kwan-Liu Ma, Jinwook Seo
2025 J jnl
PhenoFlow: A Human-LLM Driven Visual Analytics System for Exploring Large and Complex Stroke Datasets.
IEEE Trans. Vis. Comput. Graph.
Jaeyoung Kim, Sihyeon Lee, Hyeon Jeon, Keon-Joo Lee, Hee-Joon Bae, Bohyoung Kim, Jinwook Seo
2025 J jnl
Reading.help: Supporting EFL Readers with Proactive and On-Demand Explanation of English Grammar and Semantics.
CoRR
Sunghyo Chung, Hyeon Jeon, Sungbok Shin, Md. Naimul Hoque
2025 J jnl
Stop Misusing t-SNE and UMAP for Visual Analytics.
CoRR
Hyeon Jeon, Jeongin Park, Sungbok Shin, Jinwook Seo
2025 J jnl
UMATO: Bridging Local and Global Structures for Reliable Visual Analytics With Dimensionality Reduction.
IEEE Trans. Vis. Comput. Graph.
Hyeon Jeon, Kwon Ko, Soohyun Lee, Jake Hyun, Taehyun Yang, Gyehun Go, Jaemin Jo, Jinwook Seo
2025 J jnl
UMATO: Bridging Local and Global Structures for Reliable Visual Analytics with Dimensionality Reduction.
CoRR
Hyeon Jeon, Kwon Ko, Soohyun Lee, Jake Hyun, Taehyun Yang, Gyehun Go, Jaemin Jo, Jinwook Seo
2025 J jnl
Understanding Bias in Perceiving Dimensionality Reduction Projections.
CoRR
Seoyoung Doh, Hyeon Jeon, Sungbok Shin, Ghulam Jilani Quadri, Nam Wook Kim, Jinwook Seo
2025 A* conf
Unveiling High-dimensional Backstage: A Survey for Reliable Visual Analytics with Dimensionality Reduction.
CHI
Hyeon Jeon, Hyunwook Lee, Yun-Hsin Kuo, Taehyun Yang, Daniel Archambault, Sungahn Ko, Takanori Fujiwara, Kwan-Liu Ma, Jinwook Seo
2025 J jnl
Unveiling High-dimensional Backstage: A Survey for Reliable Visual Analytics with Dimensionality Reduction.
CoRR
Hyeon Jeon, Hyunwook Lee, Yun-Hsin Kuo, Taehyun Yang, Daniel Archambault, Sungahn Ko, Takanori Fujiwara, Kwan-Liu Ma, Jinwook Seo
2024 J jnl
: A Cluster Ambiguity Measure for Estimating Perceptual Variability in Visual Clustering.
IEEE Trans. Vis. Comput. Graph.
Hyeon Jeon, Ghulam Jilani Quadri, Hyunwook Lee, Paul Rosen, Danielle Albers Szafir, Jinwook Seo
2024 J jnl
: Improving Label-Based Evaluation of Dimensionality Reduction.
IEEE Trans. Vis. Comput. Graph.
Hyeon Jeon, Yun-Hsin Kuo, Michaël Aupetit, Kwan-Liu Ma, Jinwook Seo
2024 B conf
CLeVer: Continual Learning Visualizer for Detecting Task Transition Failure.
PacificVis
Minsuk Chang, Donghun Kim, Hyeon Jeon, Seokweon Jung, Jinwook Seo
2024 A* conf
CloChat: Understanding How People Customize, Interact, and Experience Personas in Large Language Models.
CHI
Juhye Ha, Hyeon Jeon, DaEun Han, Jinwook Seo, Changhoon Oh
2024 J jnl
CloChat: Understanding How People Customize, Interact, and Experience Personas in Large Language Models.
CoRR
Juhye Ha, Hyeon Jeon, DaEun Han, Jinwook Seo, Changhoon Oh
2024 J jnl
Combinational Nonuniform Timeslicing of Dynamic Networks.
CoRR
Seokweon Jung, Donghwa Shin, Hyeon Jeon, Jinwook Seo
2024 J jnl
Efficiently Crowdsourcing Visual Importance with Punch-Hole Annotation.
CoRR
Minsuk Chang, Soohyun Lee, Aeri Cho, Hyeon Jeon, Seokhyeon Park, Cindy Xiong Bearfield, Jinwook Seo
2024 J jnl
Extracting Human Attention through Crowdsourced Patch Labeling.
CoRR
Minsuk Chang, Seokhyeon Park, Hyeon Jeon, Aeri Cho, Soohyun Lee, Jinwook Seo
2024 B conf
IoLens: Visual Analytics System for Exploring Storage I/O Tracking Process.
PacificVis
Changmin Jeon, Jiwon Ha, Hyolim Hong, Hyeon Jeon, Hyeonsang Eom, Heonyoung Yeom, Jinwook Seo
2024 J jnl
MoNetExplorer: A Visual Analytics System for Analyzing Dynamic Networks With Temporal Network Motifs.
IEEE Trans. Vis. Comput. Graph.
Seokweon Jung, Donghwa Shin, Hyeon Jeon, Kiroong Choe, Jinwook Seo
2024 A* conf
Natural Language Dataset Generation Framework for Visualizations Powered by Large Language Models.
CHI
Hyung-Kwon Ko, Hyeon Jeon, Gwanmo Park, Dae Hyun Kim, Nam Wook Kim, Juho Kim, Jinwook Seo
2024 J jnl
Offsetting Perceptual Bias in Visual Clustering: The Role of Point Size Adjustment in Variable Display Sizes.
CoRR
Taehyun Yang, Hyeon Jeon, Jinwook Seo
2024 J jnl
PhenoFlow: A Human-LLM Driven Visual Analytics System for Exploring Large and Complex Stroke Datasets.
CoRR
Jaeyoung Kim, Sihyeon Lee, Hyeon Jeon, Keon-Joo Lee, Hee-Joon Bae, Bohyoung Kim, Jinwook Seo
2023 J jnl
CLAMS: A Cluster Ambiguity Measure for Estimating Perceptual Variability in Visual Clustering.
CoRR
Hyeon Jeon, Ghulam Jilani Quadri, Hyunwook Lee, Paul Rosen, Danielle Albers Szafir, Jinwook Seo
2023 J jnl
Classes are not Clusters: Improving Label-based Evaluation of Dimensionality Reduction.
CoRR
Hyeon Jeon, Yun-Hsin Kuo, Michaël Aupetit, Kwan-Liu Ma, Jinwook Seo
2023 A conf
Large-scale Text-to-Image Generation Models for Visual Artists' Creative Works.
IUI
Hyung-Kwon Ko, Gwanmo Park, Hyeon Jeon, Jaemin Jo, Juho Kim, Jinwook Seo
2023 J jnl
Natural Language Dataset Generation Framework for Visualizations Powered by Large Language Models.
CoRR
Hyung-Kwon Ko, Hyeon Jeon, Gwanmo Park, Dae Hyun Kim, Nam Wook Kim, Juho Kim, Jinwook Seo
2023 — conf
ZADU: A Python Library for Evaluating the Reliability of Dimensionality Reduction Embeddings.
IEEE VIS (Short Papers)
Hyeon Jeon, Aeri Cho, Jinhwa Jang, Soohyun Lee, Jake Hyun, Hyung-Kwon Ko, Jaemin Jo, Jinwook Seo
2023 J jnl
ZADU: A Python Library for Evaluating the Reliability of Dimensionality Reduction Embeddings.
CoRR
Hyeon Jeon, Aeri Cho, Jinhwa Jang, Soohyun Lee, Jake Hyun, Hyung-Kwon Ko, Jaemin Jo, Jinwook Seo
2022 J jnl
Distortion-Aware Brushing for Interactive Cluster Analysis in Multidimensional Projections.
CoRR
Hyeon Jeon, Michaël J. Aupetit, Soohyun Lee, Hyung-Kwon Ko, Youngtaek Kim, Jinwook Seo
2022 J jnl
Large-scale Text-to-Image Generation Models for Visual Artists' Creative Works.
CoRR
Hyung-Kwon Ko, Gwanmo Park, Hyeon Jeon, Jaemin Jo, Juho Kim, Jinwook Seo
2022 J jnl
Measuring and Explaining the Inter-Cluster Reliability of Multidimensional Projections.
IEEE Trans. Vis. Comput. Graph.
Hyeon Jeon, Hyung-Kwon Ko, Jaemin Jo, Youngtaek Kim, Jinwook Seo
2022 J jnl
Sanity Check for External Clustering Validation Benchmarks using Internal Validation Measures.
CoRR
Hyeon Jeon, Michaël Aupetit, Donghwa Shin, Aeri Cho, Seokhyeon Park, Jinwook Seo
2022 — conf
Uniform Manifold Approximation with Two-phase Optimization.
IEEE VIS (Short Papers)
Hyeon Jeon, Hyung-Kwon Ko, Soohyun Lee, Jaemin Jo, Jinwook Seo
2022 J jnl
Uniform Manifold Approximation with Two-phase Optimization.
CoRR
Hyeon Jeon, Hyung-Kwon Ko, Soohyun Lee, Jaemin Jo, Jinwook Seo
2022 B conf
VANT: A Visual Analytics System for Refining Parallel Corpora in Neural Machine Translation.
PacificVis
Sebeom Park, Soohyun Lee, Youngtaek Kim, Hyeon Jeon, Seokweon Jung, Jinwook Bok, Jinwook Seo
2021 J jnl
Githru: Visual Analytics for Understanding Software Development History Through Git Metadata Analysis.
IEEE Trans. Vis. Comput. Graph.
Youngtaek Kim, Jaeyoung Kim, Hyeon Jeon, Young-Ho Kim, Hyunjoo Song, Bo Hyoung Kim, Jinwook Seo
2021 J jnl
Interactive Visualization for Exploring Information Fragments in Software Repositories.
CoRR
Youngtaek Kim, Hyeon Jeon, Kiroong Choe, Hyunjoo Song, Bo Hyoung Kim, Jinwook Seo
2021 J jnl
Measuring and Explaining the Inter-Cluster Reliability of Multidimensional Projections.
CoRR
Hyeon Jeon, Hyung-Kwon Ko, Jaemin Jo, Youngtaek Kim, Jinwook Seo
2021 B conf
Visualization Support for Multi-criteria Decision Making in Software Issue Propagation.
PacificVis
Youngtaek Kim, Hyeon Jeon, Young-Ho Kim, Yuhoon Ki, Hyunjoo Song, Jinwook Seo
2020 J jnl
Githru: Visual Analytics for Understanding Software Development History Through Git Metadata Analysis.
CoRR
Youngtaek Kim, Jaeyoung Kim, Hyeon Jeon, Young-Ho Kim, Hyunjoo Song, Bo Hyoung Kim, Jinwook Seo