Kisung You

According to our database, Kisung You authored at least 21 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Scale-Calibrated Median-of-Means for Robust Distributed Principal Component Analysis.

Kisung You

CoRR, May, 2026

Intrinsic effective sample size for manifold-valued Markov chain Monte Carlo via kernel discrepancy.

Kisung You

CoRR, May, 2026

Learning over von Mises-Fisher distributions via a Wasserstein-like geometry.

Kisung You, Dennis L. Shung, Mauro Giuffrè

Stat. Comput., April, 2026

Constant Metric Scaling in Riemannian Computation.

Kisung You

CoRR, January, 2026

Geometric medians on product manifolds.

Jiewon Park, Kisung You

J. Multivar. Anal., 2026

2025

A Particle-Flow Algorithm for Free-Support Wasserstein Barycenters.

Kisung You

CoRR, September, 2025

Semantics at an Angle: When Cosine Similarity Works Until It Doesn't.

Kisung You

CoRR, April, 2025

Scalable Geometric Learning with Correlation-Based Functional Brain Networks.

Kisung You, Hae-Jeong Park

CoRR, March, 2025

Expert of Experts Verification and Alignment (EVAL) Framework for Large Language Models Safety in Gastroenterology.

Mauro Giuffrè, Kisung You, Ziteng Pang, Simone Kresevic, Sunny Chung, Ryan Chen, Youngmin Ko, Colleen E. Chan, Theo Saarinen, Milos Ajcevic, Lory S. Crocè, Guadalupe Garcia-Tsao, Ian Gralnek, Joseph J. Y. Sung, Alan Barkun, Loren Laine, Jasjeet S. Sekhon, Bradly C. Stadie, Dennis L. Shung

npj Digit. Medicine, 2025

Usability and adoption in a randomized trial of GutGPT a GenAI tool for gastrointestinal bleeding.

Sunny Chung, Mauro Giuffrè, Niroop Rajashekar, Yuan Pu, Yeo Eun Shin, Simone Kresevic, Colleen E. Chan, Shinpei Nakamura-Sakai, Kisung You, Theo Saarinen, Allen Hsiao, Ambrose H. Wong, Leigh V. Evans, Terika McCall, René F. Kizilcec, Jasjeet S. Sekhon, Loren Laine, Dennis L. Shung

npj Digit. Medicine, 2025

On the Wasserstein Median of Probability Measures.

Kisung You, Dennis L. Shung, Mauro Giuffrè

J. Comput. Graph. Stat., 2025

2024

Human-Algorithmic Interaction Using a Large Language Model-Augmented Artificial Intelligence Clinical Decision Support System.

Niroop Channa Rajashekar, Yeo Eun Shin, Yuan Pu, Sunny Chung, Kisung You, Mauro Giuffrè, Colleen E. Chan, Theo Saarinen, Allen Hsiao, Jasjeet S. Sekhon, Ambrose H. Wong, Leigh V. Evans, René F. Kizilcec, Loren Laine, Terika McCall, Dennis L. Shung

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

2023

Assessing the Usability of GutGPT: A Simulation Study of an AI Clinical Decision Support System for Gastrointestinal Bleeding Risk.

Colleen E. Chan, Kisung You, Sunny Chung, Mauro Giuffrè, Theo Saarinen, Niroop Rajashekar, Yuan Pu, Yeo Eun Shin, Loren Laine, Ambrose Wong, René F. Kizilcec, Jasjeet S. Sekhon, Dennis L. Shung

CoRR, 2023

On the Spherical Laplace Distribution.

Kisung You, Dennis L. Shung

Proceedings of the 26th International Conference on Information Fusion, 2023

2022

<i>Rdimtools</i>: An R package for dimension reduction and intrinsic dimension estimation.

Kisung You, Dennis L. Shung

Softw. Impacts, December, 2022

Learning Subspaces of Different Dimensions.

Brian St. Thomas, Kisung You, Lizhen Lin, Lek-Heng Lim, Sayan Mukherjee

J. Comput. Graph. Stat., January, 2022

Parameter estimation and model-based clustering with spherical normal distribution on the unit hypersphere.

Kisung You, Changhee Suh

Comput. Stat. Data Anal., 2022

Network Distance based on Laplacian Flows on Graphs.

Dianbin Bao, Kisung You, Lizhen Lin

Proceedings of the IEEE International Conference on Big Data, 2022

2021

Re-visiting Riemannian geometry of symmetric positive definite matrices for the analysis of functional connectivity.

Kisung You, Hae-Jeong Park

NeuroImage, 2021

Shape-Preserving Dimensionality Reduction : An Algorithm and Measures of Topological Equivalence.

Byeongsu Yu, Kisung You

CoRR, 2021

2020

Rdimtools: An R package for Dimension Reduction and Intrinsic Dimension Estimation.

Kisung You

CoRR, 2020