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Byung-Hak Kim
Vice President, Financial AI Lab, Hyundai Card
Joined
July 2020
Names
Byung-Hak Kim
(Preferred)
,
BYUNG-HAK KIM
Emails
****@udacity.com
(Confirmed)
,
****@gmail.com
(Confirmed)
,
****@alphahealth.com
(Confirmed)
,
****@capio.ai
,
****@tamu.edu
,
****@akasa.com
(Confirmed)
,
****@cj.net
Personal Links
Homepage
Google Scholar
DBLP
LinkedIn
Career & Education History
Vice President
Financial AI Lab,
Hyundai Card
(hcs.com)
2025
–
Present
Vice President
AI Center,
CJ Corporation
(cj.net)
2023
–
2025
AI Technology Lead
AKASA
(akasa.com)
2019
–
2023
Staff AI Research Scientist
Udacity (acq. by Accenture)
(udacity.com)
2017
–
2019
Machine Learning Research Scientist
Capio (acq. by Twilio)
(capio.com)
2016
–
2017
Signal Processing Algorithms Architect
Marvell
(marvell.com)
2012
–
2016
PhD student
Electrical and Computer Engineering,
Texas A&M University - College Station
(tamu.edu)
2006
–
2011
Graduate Intern
QualComm
(qualcomm.com)
2007
–
2007
Advisors, Relations & Conflicts
PhD Advisor
Henry Pfister
2006
–
2011
Expertise
deep learning
2016
–
Present
optimization
2009
–
Present
signal processing
2006
–
Present
information theory
2006
–
Present
Publications
DIAMOND: An LLM-Driven Agent for Context-Aware Baseball Highlight Summarization
Jeonghun Kang
,
Soonmok Kwon
,
Joonseok Lee
,
Byung-Hak Kim
CoRR 2025
Readers:
Everyone
NexusSum: Hierarchical LLM Agents for Long-Form Narrative Summarization
Hyuntak Kim
,
Byung-Hak Kim
CoRR 2025
Readers:
Everyone
CREFT: Sequential Multi-Agent LLM for Character Relation Extraction
Ye Eun Chun
,
Taeyoon Hwang
,
Seung-won Hwang
,
Byung-Hak Kim
CoRR 2025
Readers:
Everyone
Agent-as-Judge for Factual Summarization of Long Narratives
Yeonseok Jeong
,
Minsoo Kim
,
Seung-won Hwang
,
Byung-Hak Kim
CoRR 2025
Readers:
Everyone
Reducing Contextual Bias in Cardiac Magnetic Resonance Imaging Deep Learning Using Contrastive Self-Supervision
Makiya Nakashima
,
Donna Salem
,
HW Wilson Tang
,
Christopher Nguyen
,
Tae-Hyun Hwang
,
Ding Zhao
,
Byung-Hak Kim
,
Deborah Kwon
,
David Chen
MLHC 2023
Readers:
Everyone
Multimodal Representation Learning of Cardiovascular Magnetic Resonance Imaging
Jielin Qiu
,
Peide Huang
,
Makiya Nakashima
,
Jaehyun Lee
,
Jiacheng Zhu
,
W. H. Wilson Tang
,
Pohao Chen
,
Christopher Nguyen
,
Byung-Hak Kim
,
Debbie Kwon
,
Douglas Weber
,
Ding Zhao
,
David Chen
2023 (modified: 24 Apr 2023)
CoRR 2023
Readers:
Everyone
RegCLR: A Self-Supervised Framework for Tabular Representation Learning in the Wild
Weiyao Wang
,
Byung-Hak Kim
,
Varun Ganapathi
Published: 21 Oct 2022, Last Modified: 16 May 2023
TRL @ NeurIPS 2022 Oral
Readers:
Everyone
RegCLR: A Self-Supervised Framework for Tabular Representation Learning in the Wild
Weiyao Wang
,
BYUNG-HAK KIM
,
Varun Ganapathi
22 Sept 2022 (modified: 13 Feb 2023)
ICLR 2023 Conference Withdrawn Submission
Readers:
Everyone
Can Current Explainability Help Provide References in Clinical Notes to Support Humans Annotate Medical Codes?
Byung-Hak Kim
,
Zhongfen Deng
,
Philip S. Yu
,
Varun Ganapathi
LOUHI@EMNLP 2022
Readers:
Everyone
View all 30 publications
Co-Authors
Andy Atwal
Arvind Yedla
Christopher Nguyen
David Chen
Debbie Kwon
Deborah Kwon
Ding Zhao
Donna Salem
Douglas Weber
Ethan Vizitei
HW Wilson Tang
Henry D. Pfister
Hyuntak Kim
Ian R. Lane
Jaehyun Lee
Jeonghun Kang
Jiacheng Zhu
Jielin Qiu
Joonseok Lee
Jungsuk Kim
Kyu J. Han
Makiya Nakashima
Minsoo Kim
Peide Huang
Philip S. Yu
View all 38 co-authors