Kyongsik Yun

Kyongsik Yun

California Institute of Technology

H-index: 21

North America-United States

About Kyongsik Yun

Kyongsik Yun, With an exceptional h-index of 21 and a recent h-index of 19 (since 2020), a distinguished researcher at California Institute of Technology, specializes in the field of machine learning, deep learning, time series analysis, anomaly detection.

His recent articles reflect a diverse array of research interests and contributions to the field:

A deep learning driven simulation analysis of the emotional profiles of depression based on facial expression dynamics

Constraint-Informed Learning for Warm Starting Trajectory Optimization

Virtual Assistant for First Responders Using Natural Language Understanding and Optical Character Recognition

Filling the gap: Estimation of soil composition using InSAR, groundwater depth, and precipitation data in California’s Central Valley

Machine learning based relative orbit transfer for swarm spacecraft motion planning

A virtual assistant for first responders using natural language understanding and optical character recognition

Explainability tools enabling deep learning in future in-situ real-time planetary explorations

TruePAL: an AI assistant for first responder safety

Kyongsik Yun Information

University

Position

NASA-JPL

Citations(all)

1714

Citations(since 2020)

1272

Cited By

877

hIndex(all)

21

hIndex(since 2020)

19

i10Index(all)

31

i10Index(since 2020)

25

Email

University Profile Page

California Institute of Technology

Google Scholar

View Google Scholar Profile

Kyongsik Yun Skills & Research Interests

machine learning

deep learning

time series analysis

anomaly detection

Top articles of Kyongsik Yun

Title

Journal

Author(s)

Publication Date

A deep learning driven simulation analysis of the emotional profiles of depression based on facial expression dynamics

Clinical psychopharmacology and neuroscience

Taekgyu Lee

Seunghwan Baek

Jongseo Lee

Eun Su Chung

Kyongsik Yun

...

2024/2/2

Constraint-Informed Learning for Warm Starting Trajectory Optimization

arXiv preprint arXiv:2312.14336

Julia Briden

Changrak Choi

Kyongsik Yun

Richard Linares

Abhishek Cauligi

2023/12/21

Virtual Assistant for First Responders Using Natural Language Understanding and Optical Character Recognition

Edward Chow

Thomas Lu

Kyongsik Yun

Mina Gabrield

Frederick J Joubert

...

2022/4/3

Filling the gap: Estimation of soil composition using InSAR, groundwater depth, and precipitation data in California’s Central Valley

Authorea Preprints

Kyongsik Yun

Kyra H Kim

Anshuman Pradhan

John Reager

Zhen Liu

...

2022/11/22

Machine learning based relative orbit transfer for swarm spacecraft motion planning

Alex Sabol

Kyongsik Yun

Muhammad Adil

Changrak Choi

Ramtin Madani

2022/3/5

A virtual assistant for first responders using natural language understanding and optical character recognition

Vickie Do

Alexander Huyen

Federick J Joubert

Mina Gabriel

Kyongsik Yun

...

2022/5/27

Explainability tools enabling deep learning in future in-situ real-time planetary explorations

Daniel Lundstrom

Alexander Huyen

Arya Mevada

Kyongsik Yun

Thomas Lu

2022/3/5

TruePAL: an AI assistant for first responder safety

Thomas Lu

Kyongsik Yun

Alexander Huyen

Edward Chow

2022/5/27

Neurosymbolic hybrid approach to driver collision warning

Kyongsik Yun

Thomas Lu

Alexander Huyen

Patrick Hammer

Pei Wang

2022/5/27

Sentiment Analysis on COVID-19 Tweeter Dataset

Anubhav Kumar

Kyongsik Yun

Destalem Negusse

Haile Misgna

Moges Ahmed

2022/5/17

Remote estimation of geologic composition using interferometric synthetic-aperture radar in California's Central Valley

arXiv preprint arXiv:2212.04813

Kyongsik Yun

Kyra Adams

John Reager

Zhen Liu

Caitlyn Chavez

...

2022/12/4

Time Series Comparisons in Deep Space Network

arXiv preprint arXiv:2111.01393

Kyongsik Yun

Rishi Verma

Umaa Rebbapragada

2021/11/2

COVID19 tweeter dataset sentiment analysis

Anubhav Kumar

Kyongsik Yun

Teklay Gebregzabiher

Berihu Yohannes Tesfay

Solomon Gebremeskel Adane

2021/7/3

Dynamic fire and smoke detection and classification for flashover prediction

Alexander Huyen

Kyongsik Yun

Sky De Baun

Samuel Wiggins

Jessi Bustos

...

2021/4/12

Prediction of mortality in surgical intensive care unit patients using machine learning algorithms

Frontiers in Medicine

Kyongsik Yun

Jihoon Oh

Tae Ho Hong

Eun Young Kim

2021/3/31

Spatio-temporal Gaussian Process Modeling of Land Subsidence with Well Water Level and InSAR Data

AGU Fall Meeting Abstracts

Anshuman Pradhan

Dillon Holder

Kyra H Kim

Kyongsik Yun

Zhen Liu

...

2021/12

Real-time anomaly detection in Deep Space Network operations using machine learning

Kyongsik Yun

2021

Brain stimulation device

2021/11/18

Identifying schizophrenia using structural MRI with a deep learning algorithm

Frontiers in psychiatry

Jihoon Oh

Baek-Lok Oh

Kyong-Uk Lee

Jeong-Ho Chae

Kyongsik Yun

2020/2/3

Multi-Agent Motion Planning using Deep Learning for Space Applications

Ramtin Madani

Muhammad Adil

Amir Rahmani

Linda Forster

Anthony Davis

...

2020/11/16

See List of Professors in Kyongsik Yun University(California Institute of Technology)

Co-Authors

H-index: 108
Bradley S. Peterson, M.D.

Bradley S. Peterson, M.D.

University of Southern California

H-index: 78
Scott Huettel

Scott Huettel

Duke University

H-index: 44
Seung-Hwan Lee, MD, PhD

Seung-Hwan Lee, MD, PhD

Inje University

H-index: 38
Jaeseung Jeong

Jaeseung Jeong

KAIST

H-index: 27
Sung-Phil Kim

Sung-Phil Kim

Ulsan National Institute of Science and Technology

H-index: 21
Jerald D. Kralik

Jerald D. Kralik

KAIST

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