Byung Ju Kim

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 4

Top Topics

Sequence Analysis

Multi Objective Optimisation

Diffusion Models

Top Venues

Comput. Biol. Medicine

J. Cheminformatics

J. Comput. Aided Mol. Des.

Publications

Seungyeon Choi, Sangmin Seo, Byung Ju Kim, Chihyun Park, Sanghyun Park
PIDiff: Physics informed diffusion model for protein pocket-specific 3D molecular generation. Comput. Biol. Medicine 180 (2024)
Hyosoon Jang, Sangmin Seo, Sanghyun Park, Byung Ju Kim, Geon-Woo Choi, Jonghwan Choi, Chihyun Park
De novo drug design through gradient-based regularized search in information-theoretically controlled latent space. J. Comput. Aided Mol. Des. 38 (1) (2024)
Jonghwan Choi, Sangmin Seo, Seungyeon Choi, Shengmin Piao, Chihyun Park, Sung Jin Ryu, Byung Ju Kim, Sanghyun Park
ReBADD-SE: Multi-objective molecular optimisation using SELFIES fragment and off-policy self-critical sequence training. Comput. Biol. Medicine 157 (2023)
Hwanhee Kim, Soohyun Ko, Byung Ju Kim, Sung Jin Ryu, Jaegyoon Ahn
Predicting chemical structure using reinforcement learning with a stack-augmented conditional variational autoencoder. J. Cheminformatics 14 (1) (2022)