Wengong Jin

A Deep Learning Approach to Antibiotic Discovery

Jonathan Stokes, Kevin Yang, Kyle Swanson et al. · Cell · 2020 · 2K citations · Full text

Antimicrobial Drug Discovery, Antimicrobial Susceptibility, Antibiotics +8

Analyzing Learned Molecular Representations for Property Prediction

Kevin Yang, Kyle Swanson, Wengong Jin et al. · Journal of Chemical Information and Modeling · 2019 · 1.6K citations · Full text

Geometric Learning, Engineering, Machine Learning +16

Junction Tree Variational Autoencoder for Molecular Graph Generation

Wengong Jin, Regina Barzilay, Tommi Jaakkola · arXiv (Cornell University) · 2018 · 708 citations · Full text

Graph Neural Network, Engineering, Graph Theory +14

A graph-convolutional neural network model for the prediction of chemical reactivity

Connor W. Coley, Wengong Jin, Luke Rogers et al. · Chemical Science · 2018 · 678 citations · Full text

Discovery of a structural class of antibiotics with explainable deep learning

Felix Wong, Erica J. Zheng, Jacqueline A. Valeri et al. · Nature · 2023 · 356 citations · Full text

Antimicrobial Drug Discovery, Antimicrobial Resistance Gene, Antibiotics +12