남호정Hojung Nam

A genotype-to-drug diffusion model for generation of tailored anti-cancer small molecules

Hyunho Kim, Bongsung Bae, Minsu Park, Yewon Shin, Trey Ideker, Hojung Nam

AI-Guided Discovery and Optimization of Antimicrobial Peptides Through Species-Aware Language Model

Daehun Bae, Minsang Kim, Jiwon Seo, Hojung Nam

DD-PRiSM: A Deep Learning Framework for Decomposition and Prediction of Synergistic Drug Combinations

Iljung Jin, Songyeon Lee, Martin Schmuhalek, Hojung Nam

DeepRNA-DTI: A Deep Learning Approach for RNA-Compound Interaction Prediction with Binding Site Interpretability

Haelee Bae, Hojung Nam

Enhancing multi-task in vivo toxicity prediction via integrated knowledge transfer of chemical knowledge and in vitro toxicity information

Minsu Park, Yewon Shin, Hyunho Kim, Hojung Nam

KG-SLomics: Cancer Type-Specific Synthetic Lethality Prediction Using Knowledge Graph and Multiomics Integrated Graph Neural Network

Songyeon Lee, Hojung Nam

Reinforcement learning with low-rank adaptation for targeted antimicrobial peptide design

Juntae Park, Daehun Bae, Bongsung Bae, Hojung Nam

A Deep Learning Approach for RNA-Compound Interaction Prediction with Binding Site Interpretability

Haelee Bae, Hojung Nam