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Hi there 👋

I'm Yaowen Gu. I'm currently learning and conducting research on AI for drug discovery, including affinity prediction, drug repurposing, representation learning, and more.

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Yaowen Gu's Projects

anti-tb icon anti-tb

Code and datasets for "Machine learning-led virtual screening indicates the anti-tuberculosis activity of aldoxorubicin and quarfloxin with verification by molecular docking, molecular dynamics simulations, and biological evaluations"

currmg icon currmg

An efficient curriculum learning-based strategy for molecular graph learning

equivs icon equivs

Employing Molecular Conformations for Ligand-based Virtual Screening with Equivariant Graph Neural Network and Deep Multiple Instance Learning

ggap-cpi icon ggap-cpi

Mitigating Activity Cliff-induced Discrepancies in Deep Learning of Compound-Protein Interaction

gnn-mtb icon gnn-mtb

GNN-MTB: An Anti-Mycobacterium Drug Virtual Screening Method based on Graph Neural Network

mgrel icon mgrel

gene disease prediction by ML

milgnet icon milgnet

MilGNet: Deep Multiple Instance Learning on Heterogeneous Graph for Drug-disease Association Prediction

mtpredictor icon mtpredictor

A Drug Metabolite & Toxicity Property Predictor Based on Graph Neural Network

ped_pred icon ped_pred

Characteristics and waiting time prediction for patients in the pediatric emergency department

redda icon redda

REDDA: integrating multiple biological relations to heterogeneous graph neural network for drug-disease association prediction

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