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SangMook Kim
Assistant Professor, Chungnam National University
Joined
May 2021
Names
SangMook Kim
(Preferred)
,
Sangmook Kim
Emails
****@kaist.ac.kr
(Confirmed)
,
****@ece.ubc.ca
(Confirmed)
,
****@cnu.ac.kr
(Confirmed)
Personal Links
Google Scholar
Career & Education History
Assistant Professor
Chungnam National University
(cnu.ac.kr)
2024
–
Present
Postdoc
University of British Columbia
(ubc.ca)
2023
–
2024
PhD student
Korea Advanced Institute of Science and Technology
(kaist.ac.kr)
2019
–
2023
MS student
Korea Advanced Institute of Science and Technology
(kaist.ac.kr)
2017
–
2019
Undergrad student
Kookmin University
(kookmin.ac.kr)
2008
–
2014
Advisors, Relations & Conflicts
Postdoc Advisor
XiaoXiao Li
2023
–
2024
PhD Advisor
Se-Young Yun
2017
–
2023
Expertise
Medical Image Analysis
2023
–
Present
Active Learning
2020
–
Present
Federated Learning
2019
–
Present
Noise Label Learning
2019
–
Present
Publications
Automated Filtering of Human Feedback Data for Aligning Text-to-Image Diffusion Models
Yongjin Yang
,
Sihyeon Kim
,
Hojung Jung
,
Sangmin Bae
,
SangMook Kim
,
Se-Young Yun
,
Kimin Lee
ICLR 2025 Poster
Readers:
Everyone
Towards Unbiased Evaluation of Detecting Unanswerable Questions in EHRSQL
Yongjin Yang
,
Sihyeon Kim
,
SangMook Kim
,
Gyubok Lee
,
Se-Young Yun
,
Edward Choi
DPFM 2024 Poster
Readers:
Everyone
Re-thinking Federated Active Learning based on Inter-class Diversity
SangMook Kim
,
Sangmin Bae
,
Hwanjun Song
,
Se-Young Yun
01 Feb 2024
OpenReview Archive Direct Upload
Readers:
Everyone
Towards Unbiased Evaluation of Detecting Unanswerable Questions in EHRSQL
Yongjin Yang
,
Sihyeon Kim
,
SangMook Kim
,
Gyubok Lee
,
Se-Young Yun
,
Edward Choi
CoRR 2024
Readers:
Everyone
BAPO: Base-Anchored Preference Optimization for Personalized Alignment in Large Language Models
Gihun Lee
,
Minchan Jeong
,
Yujin Kim
,
Hojung Jung
,
Jaehoon Oh
,
Sangmook Kim
,
Se-Young Yun
CoRR 2024
Readers:
Everyone
FedSOL: Stabilized Orthogonal Learning with Proximal Restrictions in Federated Learning
Gihun Lee
,
Minchan Jeong
,
Sangmook Kim
,
Jaehoon Oh
,
Se-Young Yun
CVPR 2024
Readers:
Everyone
FedSoL: Bridging Global Alignment and Local Generality in Federated Learning
Gihun Lee
,
Minchan Jeong
,
SangMook Kim
,
Jaehoon Oh
,
Se-Young Yun
FL@FM-NeurIPS’23 Oral
Readers:
Everyone
Re-Thinking Federated Active Learning Based on Inter-Class Diversity
Sangmook Kim
,
Sangmin Bae
,
Hwanjun Song
,
Se-Young Yun
CVPR 2023
Readers:
Everyone
FedSoL: Bridging Global Alignment and Local Generality in Federated Learning
Gihun Lee
,
Minchan Jeong
,
Sangmook Kim
,
Jaehoon Oh
,
Se-Young Yun
CoRR 2023
Readers:
Everyone
Re-thinking Federated Active Learning based on Inter-class Diversity
Sangmook Kim
,
Sangmin Bae
,
Hwanjun Song
,
Se-Young Yun
2023 (modified: 24 Apr 2023)
CoRR 2023
Readers:
Everyone
View all 18 publications
Co-Authors
Edward Choi
Gihun Lee
Gyubok Lee
Hojung Jung
Hwanjun Song
Jaehoon Oh
Joonkee Kim
Kimin Lee
Minchan Jeong
Mun Yong Yi
Sangmin Bae
Se-Young Yun
Seungwoo Choi
Sihyeon Kim
Soohyuk Jang
Wonyoung Shin
Yongjin Yang
Yujin Kim