Jaehyun Nam
Graduate student at KAIST
KAIST AI
jaehyun.nam [AT] kaist.ac.kr
About
I am a M.S. student at Korea Advanced Institute of Science and Technology (KAIST), advised by Prof. Jinwoo Shin. Prior to this, I received B.S. in Industrial Engineering and Mathematical Sciences (minor) at Seoul National University (SNU) under the supervision of Prof. Jaewook Lee. My recent research interests focus on deep tabular learning and molecular representation learning.
Publications
(*: Equal contribution)
Fragment-based Multi-view Molecular Contrastive Learning
Seojin Kim*, Jaehyun Nam*, Junsu Kim, Hankook Lee, Sungsoo Ahn, Jinwoo Shin
ICLR Workshop on Machine Learning for Materials (ICLRW-ML4Materials), 2023
STUNT: Few-shot Tabular Learning with Self-generated Tasks from Unlabeled Tables
Jaehyun Nam, Jihoon Tack, Kyungmin Lee, Hankook Lee, Jinwoo Shin
International Conference on Learning Representations (ICLR), 2023, Spotlight presentation
NeurIPS Workshop on Table Representation Learning (NeurIPSW-TRL), 2022
Bronze Prize, Samsung Humantech Paper Awards, 2023
Google Conference Scholarships (APAC)
Travel Award
Fragment-based Multi-view Molecular Contrastive Learning
Seojin Kim*, Jaehyun Nam*, Junsu Kim, Hankook Lee, Sungsoo Ahn, Jinwoo Shin
ICLR Workshop on Machine Learning for Materials (ICLRW-ML4Materials), 2023
STUNT: Few-shot Tabular Learning with Self-generated Tasks from Unlabeled Tables
Jaehyun Nam, Jihoon Tack, Kyungmin Lee, Hankook Lee, Jinwoo Shin
International Conference on Learning Representations (ICLR), 2023, Spotlight presentation
Education
Korea Advanced Institute of Science and Technology (KAIST)Mar. 2022 - Present
M.S. in Artificial Intelligence
Seoul National University (SNU)Mar. 2016 - Feb. 2022
B.S. in Industrial Engineering and Mathematical Sciences (minor)
Experience
Seoul National University (SNU)Mar. 2021 - Feb. 2022
Research Intern, hosted by Prof. Jung Hee Cheon
Korea Advanced Institute of Science and Technology (KAIST)Dec. 2020 - Jun. 2021
Research Intern, hosted by Prof. Chanyoung Park
SK HynixDec. 2020 - Feb. 2021
Intern, AI Solution
Industrial & Mathematical Data Analytics Research Center (IMDARC)Sep. 2020 - Dec. 2020
Research Intern, hosted by Prof. Woong Kook
Honors and Awards
Travel Award, International Conference on Learning Representations (ICLR) May. 2023
Recipient ($3,000), Google Conference Scholarships (APAC) May. 2023
Bronze Prize ($5,000), Samsung Humantech Paper Awards Feb. 2023
Special Prize ($1,000), National Cryptograpy Contest Oct. 2021
Recipient ($6,000), Hanseong Scholarship for Gifted Students 2014 - 2016
Invited Talks
Privacy-preserving Median Selection and Secure Aggregation in Federated LearningOct. 2021
Korean Mathematical Society Fall Meeting (Virtual)
Special Prize, National Cryptography Contest, 2021