I am a second-year M.S. at Algorithmic Intelligence Laboratory (ALIN-LAB), advised by Prof. Jinwoo Shin at Korea Advanced Institute of Science and Technology (KAIST). I received my B.S. in Chemistry, Computer Science (double major), and Mathmatics (double major) at KAIST in 2022.
My primary research interests lie in the area of machine learning for drug discovery. Currently, my research focuses on molecular representation learning and molecule generation.
Fragment-based Multi-view Molecular Contrastive Learning
Seojin Kim*, Jaehyun Nam*, Junsu Kim, Hankook Lee, Sungsoo Ahn, Jinwoo Shin
ICLR Workshop on Machine Leraning for Materials (ICLRW-ML4Materials), 2023
Confidence-aware Training of Smoothed Classifiers for Certified Robustness
Jongheon Jeong*, Seojin Kim*, Jinwoo Shin
AAAI Conference on Atrificial Intelligence (AAAI) 2023
Fragment-based Multi-view Molecular Contrastive Learning
Seojin Kim*, Jaehyun Nam*, Junsu Kim, Hankook Lee, Sungsoo Ahn, Jinwoo Shin
ICLR Workshop on Machine Leraning for Materials (ICLRW-ML4Materials), 2023
Confidence-aware Training of Smoothed Classifiers for Certified Robustness
Jongheon Jeong*, Seojin Kim*, Jinwoo Shin
AAAI Conference on Atrificial Intelligence (AAAI) 2023
Korea Advanced Institute of Science and Technology (KAIST)Sep. 2021 - Present
M.S. in Artificial Intelligence
Korea Advanced Institute of Science and Technology (KAIST)Mar. 2016 - Aug. 2021
B.S. in Chemistry, Computer Science (double major), and Mathematics (double major)
Winter InternshipDec. 2019 - Feb. 2020
SK hynix