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Won Hwa Kim
Associate Professor, Pohang University of Science and Technology
Joined
July 2019
Names
Won Hwa Kim
(Preferred)
,
Won Kim
Emails
****@cs.wisc.edu
(Confirmed)
,
****@uta.edu
(Confirmed)
,
****@postech.ac.kr
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
Career & Education History
Associate Professor
Pohang University of Science and Technology
(postech.ac.kr)
2023
–
Present
Assistant Professor
POSTECH
(postech.ac.kr)
2020
–
2023
Assistant Professor
University of Texas, Arlington
(uta.edu)
2018
–
2023
Researcher
NEC-Labs
(nec-labs.com)
2017
–
2018
Research Assistant
University of Wisconsin - Madison
(wisc.edu)
2011
–
2017
Advisors, Relations & Conflicts
Coauthor
Guorong Wu
2020
–
2024
PhD Advisor
Vikas Singh
2011
–
2017
Coauthor
Hyunwoo Kim
2016
–
2016
Coauthor
Nagesh Adluru
2013
–
2016
Coauthor
Nagesh Adluru
2013
–
2016
Coauthor
Sterling Johnson
2012
–
2016
Coauthor
Barbara Bendlin
2015
–
2015
Coauthor
Sathya Ravi
2015
–
2015
Coauthor
Ozioma Okonkwo
2014
–
2015
Coauthor
Vikas Singh
2013
–
2015
Coauthor
Moo Chung
2012
–
2015
Coauthor
Houri Vorperian
2014
–
2014
Coauthor
Amit Acharya
2014
–
2014
Coauthor
Deepti Pachauri
2012
–
2014
Coauthor
Teena Moody
2013
–
2013
Coauthor
Sylvia Charchut
2013
–
2013
Coauthor
Johnson Gadelkarim
2013
–
2013
Coauthor
Lori Altshuler
2013
–
2013
Expertise
Graph Analysis
2012
–
Present
Computer Vision
2011
–
Present
Machine Learning
2011
–
Present
Medical Imaging
2011
–
Present
Publications
Disentangled Representation of Longitudinal Β-Amyloid for AD Via Sequential Graph Variational Autoencoder with Supervision
Fan Yang
,
Guorong Wu
,
Won Hwa Kim
ISBI
Readers:
Everyone
COVLET: Covariance-Based Wavelet-Like Transform for Statistical Analysis of Brain Characteristics in Children
Fan Yang
,
Amal Isaiah
,
Won Hwa Kim
MICCAI
Readers:
Everyone
Dynamic covariance estimation via predictive Wishart process with an application on brain connectivity estimation
Fan Yang
,
Rui Meng
,
Won Hwa Kim
CSDA
Readers:
Everyone
Disentangled Sequential Graph Autoencoder for Preclinical Alzheimer’s Disease Characterizations from ADNI Study
Fan Yang
,
Rui Meng
,
Hyuna Cho
,
Guorong Wu
,
Won Hwa Kim
MICCAI
Readers:
Everyone
Is Exchangeability better than I.I.D to handle Data Distribution Shifts while Pooling Data for Data-scarce Medical image segmentation?
Ayush Roy
,
Samin Enam
,
Jun Xia
,
Won Hwa Kim
,
Vishnu Suresh Lokhande
MIDL 2026 Poster
Readers:
Everyone
MnemoDyn: Learning Resting State Dynamics from $40$K FMRI sequences
Sourav Pal
,
Viet Luong
,
Hoseok Lee
,
Tingting Dan
,
Guorong Wu
,
Richard Davidson
,
Won Hwa Kim
,
Vikas Singh
ICLR 2026 Poster
Readers:
Everyone
Mixture of Spectral Wavelets on Simplicial Complex: Analysis of Brain Connectome with Neurodegeneration
Yechan Hwang
,
Minjae Jeong
,
Jaeyoon Sim
,
Guorong Wu
,
Won Hwa Kim
ICLR 2026 Conference Withdrawn Submission
Readers:
Everyone
Multi-Scale Adaptive Hypergraph Learning for High-Order Brain Connectivity Analysis
Jaeyoon Sim
,
Soojin Hwang
,
Seunghun Baek
,
Guorong Wu
,
Won Hwa Kim
Submitted to ICLR 2026
Readers:
Everyone
Automated Structured Radiology Report Generation with Rich Clinical Context
Seongjae Kang
,
Dong Bok Lee
,
Juho Jung
,
Dongseop Kim
,
Won Hwa Kim
,
Sunghoon Joo
Submitted to ICLR 2026
Readers:
Everyone
Targeted Unlearning Using Perturbed Sign Gradient Methods With Applications On Medical Images
George R. Nahass
,
Zhu Wang
,
Homa Rashidisabet
,
Won Hwa Kim
,
Sasha Hubschman
,
Jeffrey C. Peterson
,
Pete Setabutr
,
Chad A. Purnell
,
Ann Tran
,
Darvin Yi
,
Sathya N. Ravi
Accepted by TMLR
Readers:
Everyone
View all 61 publications
Co-Authors
Akshay Mishra
Alex D. Leow
Amal Isaiah
Ameer Pasha Hosseinbor
Amit Acharya
Anand R. Kumar
Ann Tran
Ayush Roy
Barbara B. Bendlin
Benjamin C. Wagner
Bohyung Kim
ByungOk Han
Chad A. Purnell
Chandan Ganesh Bangalore Yogananda
Charles Hatt
Chris Hinrichs
Chunsan Hong
Darvin Yi
Deepti Pachauri
Deunsol Jung
Dong Bok Lee
Donghyun LEE
Donghyun Lee
Dongseop Kim
Elizabeth M. Davenport
View all 108 co-authors