people
Aeri Cho
Ph.D. profile
Ph.D. Student
Interactive Data Analytics System High-dimensional data
Related Projects
clustersense

ClusterSense

Explainable Nonlinear Dimensionality Reduction with Feature-Driven Interaction

cluster-label-matching

Cluster-Label Matching

Measuring the Validity of Clustering Validation Datasets

enhancing-data-literacy-on-demand-llms-as-guides-for-novices-in-chart-interpretation

Enhancing Data Literacy On-demand

LLMs as Guides for Novices in Chart Interpretation

zadu

ZADU

A Python Library for Evaluating the Reliability of Dimensionality Reduction Embeddings

Related Publications
CHI '26 | Conference Full Paper
Good Fences Make Good Learning: How Self-Directed Language Learners Navigate LLM Delegation Decisions
Jiwon Song, Aeri Cho, Sihyeon Lee, Kiroong Choe, and Jinwook Seo
In Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems, (Barcelona, Spain) (CHI '26), received the Best Paper Honorable Mention Award.
DOI
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TVCG | Journal Article
Towards More Explainable Nonlinear Dimensionality Reduction: A Feature-Driven Interaction Approach
Aeri Cho, Hyeon Jeon, Kiroong Choe, Seokhyeon Park, and Jinwook Seo
IEEE Transactions on Visualization and Computer Graphics 32, 2 (2026), 1835-1849.
DOI
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VIS' 25 | Workshop Paper
LIME & SHAP Explained: From Computation to Interpretation
Aeri Cho, Jeongmin Rhee, Seokhyeon Park, and Jinwook Seo
In 8th Workshop on Visualization for AI Explainability, (Vienna, Austria) (VIS' 25).
Link
PacificVis '25 | Conference Short Paper
Automated Pipeline for Detecting and Analyzing Misleading Visual Elements
Min Hyeong Kim, Yumin Song, Yungun Kim, Aeri Cho, Soohyun Lee, Hyeon Jeon, and Jinwook Seo
In 2025 IEEE 18th Pacific Visualization Conference, (Taipei City, Taiwan) (PacificVis '25), 346-351.
DOI
TPAMI | Journal Article
Measuring the Validity of Clustering Validation Datasets
Hyeon Jeon, Michaël Aupetit, DongHwa Shin, Aeri Cho, Seokhyeon Park, and Jinwook Seo
IEEE Transactions on Pattern Analysis and Machine Intelligence 47, 6 (2025), 5045-5058.
DOI
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TVCG | Journal Article
Enhancing Data Literacy On-demand: LLMs as Guides for Novices in Chart Interpretation
Kiroong Choe, Chaerin Lee, Soohyun Lee, Jiwon Song, Aeri Cho, Nam Wook Kim, and Jinwook Seo
IEEE Transactions on Visualization and Computer Graphics 31, 9, 4712-4727, presented at 2024 IEEE Visualization and Visual Analytics.
DOI
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Journal Article
Pregnancy Outcomes of Cerclage in Twin Gestations: a Multicenter Retrospective Cohort Study
Jee Yoon Park, Kyong-No Lee, Hyeon Ji Kim, Kiroong Choe, Aeri Cho, Bohyoung Kim, Jinwook Seo, Hayan Kwon, Jong Woon Kim, Jin-Gon Bae, Ji-Hee Sung, Se Jin Lee, Young Mi Jung, You Jung Han, Subeen Hong, Jin-Hoon Chung, Hye-Sung Won, and Jong Kwan Jun
The Journal of Maternal-Fetal & Neonatal Medicine 37, 1 (2024), 2355495.
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VIS '23 | Conference Short Paper
ZADU: A Python Library for Evaluating the Reliability of Dimensionality Reduction Embeddings
Hyeon 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.
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Journal Article
Effects of Fetal Images Produced in Virtual Reality on Maternal-Fetal Attachment: Randomized Controlled Trial
Kyongno Lee, Hyeonji Kim, Kiroong Choe, Aeri Cho, Bohyoung Kim, Jinwook Seo, Woojae Myung, Jeeyoon Park, and Kyungjoon Oh
J Med Internet Res 25 (2023), e43634.
DOI
Journal Article
Association between Cesarean Section Rate and Maternal Age in Twin Pregnancies
Seongbeen Kim, Eunjin Song, Yehyon Park, Aeri Cho, Kiroong Choe, Hyeonji Kim, Jeeyoon Park, Bohyoung Kim, and Kyungjoon Oh
Journal of Perinatal Medicine 50, 4 (2022), 438--445.
DOI