Nhat Khang Ngo

Researcher Profile 6/10

FPT University · Pharmacy

16 publications · 32 citations · h-index 4

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Information

🏛️Affiliation: FPT University
🔬Field: Pharmacy
🆔ORCID: 0009-0004-8762-9457
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Featured publications

Multiresolution graph transformers and wavelet positional encoding for learning long-range and hierarchical structures13 citations
The Journal of Chemical Physics · 2023 · DOI

Multimodal protein representation learning and target-aware variational auto-encoders for protein-binding ligand generation6 citations
Machine Learning Science and Technology · 2024 · DOI

Multimodal Protein Representation Learning and Target-aware Variational Auto-encoders for Protein-binding Ligand Generation4 citations
Research Square · 2023 · DOI

LatentDE: latent-based directed evolution for protein sequence design4 citations
Machine Learning Science and Technology · 2025 · DOI

Target-aware Variational Auto-encoders for Ligand Generation with Multimodal Protein Representation Learning3 citations
bioRxiv (Cold Spring Harbor Laboratory) · 2023 · DOI

Modeling Polypharmacy and Predicting Drug-Drug Interactions using Deep Generative Models on Multimodal Graphs1 citations
arXiv (Cornell University) · 2023 · DOI

Predicting Drug-Drug Interactions using Deep Generative Models on Graphs1 citations
arXiv (Cornell University) · 2022 · DOI

Range-aware Positional Encoding via High-order Pretraining: Theory and Practice
arXiv (Cornell University) · 2024 · DOI

Evaluating Voice-Enabled Generative AI for Mental Health: Real-Time Performance and Safety Analyses
medRxiv · 2025 · DOI

Latent-based Directed Evolution accelerated by Gradient Ascent for Protein Sequence Design
bioRxiv (Cold Spring Harbor Laboratory) · 2024 · DOI

About the field of Pharmacy

1,174researchers 16,750publications 196,254citations 4.2average h-index

Common research topics in this field:

Natural product bioactivities and synthesisEssential Oils and Antimicrobial ActivityPhytochemistry and Biological ActivitiesPhytochemicals and Antioxidant ActivitiesComputational Drug Discovery MethodsMicrobial Natural Products and Biosynthesis

Institutions with the most researchers in this field: