no code implementations • 3 May 2024 • Sung Moon Ko, Sumin Lee, Dae-Woong Jeong, Hyunseung Kim, Chanhui Lee, Soorin Yim, Sehui Han
Molecular datasets often suffer from a lack of data.
1 code implementation • 21 Mar 2023 • Hyunseung Kim, Haeyeon Choi, Dongju Kang, Won Bo Lee, Jonggeol Na
In an experiment aimed at discovering molecules that hit seven extreme target properties, our model discovered 1, 315 of all target-hitting molecules and 7, 629 of five target-hitting molecules out of 100, 000 trials, whereas the probability distribution-learning models failed.
1 code implementation • 27 Apr 2022 • Hojoon Lee, Dongyoon Hwang, Hyunseung Kim, Byungkun Lee, Jaegul Choo
To alleviate this problem, we propose DraftRec, a novel hierarchical model which recommends characters by considering each player's champion preferences and the interaction between the players.
2 code implementations • 27 Feb 2021 • Hyunseung Kim, Jonggeol Na, Won Bo Lee
GCT generates highly realistic chemical strings that satisfy both chemical and linguistic grammar rules.