Drug Discovery
2025.11
Transcriptome-conditioned molecule generation via gene interaction-aware fragment modeling with a GPT-based architecture
Scientific Reports
MV-CLAM: Multi-View Molecular Interpretation with Cross-Modal Projection via Language Model
Association for Computational Linguistics
Patents
2025.10
화합물과 단백질의 상호작용 예측 장치 및 방법
[등록] 제 10-2869806 호 [출원번호] 제 10-2022-0102550 호
2025.07
MixingDTA: improved drug–target affinity prediction by extending mixup with guilt-by-association
Bioinformatics
Pre-clinical
2025.05
Fate-tox: fragment attention transformer for E(3)-equivariant multi-organ toxicity prediction
Journal of Cheminformatics
CombiMOTS: Combinatorial Multi-Objective Tree Search for Dual-Target Molecule Generation
ICML 2025
BounDr.E: Predicting Drug-likeness via Biomedical Knowledge Alignment and EM-like One-Class Boundary Optimization
2025.04
ADME-Drug-Likeness: Enriching Molecular Foundation Models via Pharmacokinetics-Guided Multi-Task Learning for Drug-likeness Prediction
ISMB/ECCB2025
MixingDTA: Improved Drug-Target Affinity Prediction by Extending Mixup with Guilt-By-Association
Clinical
2025.03
Transferring Preclinical Drug Response to Patient via Tumor Heterogeneity-Aware Alignment and Perturbation Modeling
ICLR 2025 workshop MLGenX
Predicting Drug-likeness via Biomedical Knowledge Alignment and EM-like One-Class Boundary Optimization
Context-Aware Hierarchical Fusion for Drug Relational Learning
IEEE Transactions on Computational Biology and Bioinformatics
Aligning Molecules and Fragments in a Shared Embedding Space for RL-Based Molecule Generation
2025.02
선도물질 식별 방법 및 장치
[등록] 제 10-2774429 호 [출원번호] 제 10-2024-0065888 호
A Knowledge-Guided Interpretable Representation for Quantifying Liver Toxicity at Transcriptomic Level. Frontiers in Pharmacology. Frontiers in Pharmacology.
Frontiers in Pharmacology
2025.01
MDTR: a knowledge-guided interpretable representation for quantifying liver toxicity at transcriptomic level
CheapNet: Cross-attention on Hierarchical representations for Efficient protein-ligand binding Affinity Prediction
ICLR 2025
Increased local DNA methylation disorder in AMLs with DNMT3A-destabilizing variants and its clinical implication
Nature Communications
2024.12
Residue-Level Multi-View Deep Learning for ATP Binding Site Prediction and Applications in Kinase Inhibitors
Journal of Chemical Information and Modeling
약물 재창출 방법 및 장치
[등록] 제 10 - 2739753 호 [출원번호] 제 10-2023-0164692 호
