Jonghwan Choi

22 papers A 1Journal 18Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Mol-AIR: Molecular Reinforcement Learning with Adaptive Intrinsic Rewards for Goal-Directed Molecular Generation.
J. Chem. Inf. Model.
Jinyeong Park, Jaegyoon Ahn, Jonghwan Choi, Jibum Kim
2025 J jnl
OCSAug: diffusion-based optical chemical structure data augmentation for improved hand-drawn chemical structure image recognition.
J. Supercomput.
Jin Hyuk Kim, Jonghwan Choi
2025 J jnl
Optimization of buffer design for mixed-model sequential production line based on simulation and reinforcement learning.
J. Intell. Manuf.
Jonghwan Choi, Jisoo Park, Sang Do Noh, Ju-Yeon Lee
2025 J jnl
PathNetDRP: a novel biomarker discovery framework using pathway and protein-protein interaction networks for immune checkpoint inhibitor response prediction.
BMC Bioinform.
Dohee Lee, Jaegyoon Ahn, Jonghwan Choi
2024 J jnl
De novo drug design through gradient-based regularized search in information-theoretically controlled latent space.
J. Comput. Aided Mol. Des.
Hyosoon Jang, Sangmin Seo, Sanghyun Park, Byung Ju Kim, Geon-Woo Choi, Jonghwan Choi, Chihyun Park
2024 A conf
DrDiff: Drug Response Prediction Through Controllable Diffusion-GE and Graph Attention Network.
ECAI
Seungyeon Choi, Sangmin Seo, Jonghwan Choi, Chihyun Park, Sanghyun Park
2024 J jnl
K2vTune: A workload-aware configuration tuning for RocksDB.
Inf. Process. Manag.
Jieun Lee, Sangmin Seo, Jonghwan Choi, Sanghyun Park
2024 J jnl
Mol-AIR: Molecular Reinforcement Learning with Adaptive Intrinsic Rewards for Goal-directed Molecular Generation.
CoRR
Jinyeong Park, Jaegyoon Ahn, Jonghwan Choi, Jibum Kim
2024 J jnl
Pseq2Sites: Enhancing protein sequence-based ligand binding-site prediction accuracy via the deep convolutional network and attention mechanism.
Eng. Appl. Artif. Intell.
Sangmin Seo, Jonghwan Choi, Seungyeon Choi, Jieun Lee, Chihyun Park, Sanghyun Park
2023 J jnl
COMA: efficient structure-constrained molecular generation using contractive and margin losses.
J. Cheminformatics
Jonghwan Choi, Sangmin Seo, Sanghyun Park
2023 J jnl
ReBADD-SE: Multi-objective molecular optimisation using SELFIES fragment and off-policy self-critical sequence training.
Comput. Biol. Medicine
Jonghwan Choi, Sangmin Seo, Seungyeon Choi, Shengmin Piao, Chihyun Park, Sung Jin Ryu, Byung Ju Kim, Sanghyun Park
2023 J jnl
SELF-EdiT: Structure-constrained molecular optimisation using SELFIES editing transformer.
Appl. Intell.
Shengmin Piao, Jonghwan Choi, Sangmin Seo, Sanghyun Park
2022 J jnl
A Novel Machine Learning Model for Identifying Patient-Specific Cancer Driver Genes.
IEEE Access
Heewon Jung, Jonghwan Choi, Jiwoo Park, Jaegyoon Ahn
2022 — conf
Cyber-Physical System Platform and Applications for Smart Manufacturing in Global Automotive Industry.
APMS (2)
Jinho Yang, Jonghwan Choi, Joohee Lym, Sang Do Noh, Yong-Shin Kang, Sang Hyun Lee, Hyung Sun Kim, Je-Hoon Lee, Hyun-Jung Kim
2022 J jnl
DeepGate: Global-local decomposition for multivariate time series modeling.
Inf. Sci.
Jinuk Park, Chanhee Park, Jonghwan Choi, Sanghyun Park
2022 J jnl
Improvement of RocksDB Performance via Large-Scale Parameter Analysis and Optimization.
J. Inf. Process. Syst.
Huijun Jin, Won Gi Choi, Jonghwan Choi, Hanseung Sung, Sanghyun Park
2021 J jnl
Binding affinity prediction for protein-ligand complex using deep attention mechanism based on intermolecular interactions.
BMC Bioinform.
Sangmin Seo, Jonghwan Choi, Sanghyun Park, Jaegyoon Ahn
2021 — conf
Design and Implementation of Digital Twin-Based Application for Global Manufacturing Enterprises.
APMS (5)
Jonghwan Choi, Jinho Yang, Joohee Lym, Sang Do Noh, Yong-Shin Kang, Yu La Joe, Sang Hyun Lee, Jeong-Tae Kang, Jungmin Song, Dae Yub Lee, Hyung Sun Kim
2021 J jnl
Improved Prediction of Cancer Outcome Using Graph-Embedded Generative Adversarial Networks.
IEEE Access
Chihyun Park, Ilhwan Oh, Jonghwan Choi, Soohyun Ko, Jaegyoon Ahn
2021 — conf
MolBit: De novo Drug Design via Binary Representations of SMILES for avoiding the Posterior Collapse Problem.
BIBM
Jonghwan Choi, Sangmin Seo, Jinuk Park, Sanghyun Park
2018 J jnl
Prediction of GPCR-Ligand Binding Using Machine Learning Algorithms.
Comput. Math. Methods Medicine
Sangmin Seo, Jonghwan Choi, Soon Kil Ahn, Kil Won Kim, Jaekwang Kim, JaeHyuck Choi, Jinho Kim, Jaegyoon Ahn
2017 J jnl
Improved prediction of breast cancer outcome by identifying heterogeneous biomarkers.
Bioinform.
Jonghwan Choi, Sanghyun Park, Youngmi Yoon, Jaegyoon Ahn