Jin, Wengong

A Deep Learning Approach to Antibiotic Discovery

Stokes, J. M., Yang, K., Swanson, K., Jin, W., Cubillos-Ruiz, A., Donghia, N. M., MacNair, C. R., French, S., Carfrae, L. A., Bloom-Ackermann, Z., et al. (2020) · Cell

Computational Drug Discovery MethodsMicrobial Natural Products and Biosynthesis

Cited by 2,463

Analyzing Learned Molecular Representations for Property Prediction

Yang, K., Swanson, K., Jin, W., Coley, C., Eiden, P., Gao, H., Guzman-Perez, A., Hopper, T., Kelley, B., Mathea, M., et al. (2019) · Journal of Chemical Information and Modeling

Computational Drug Discovery MethodsMachine Learning in Materials Science

Cited by 1,923

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

Coley, C. W., Jin, W., Rogers, L., Jamison, T. F., Jaakkola, T. S., Green, W. H., Barzilay, R., & Jensen, K. F. (2019) · Chemical Science

Computational Drug Discovery MethodsMachine Learning in Materials Science

Cited by 679

Enforcing Predictive Invariance across Structured Biomedical Domains

Jin, W., Barzilay, R., & Jaakkola, T. (2020) · arXiv

Domain Adaptation and Few-Shot LearningComputational Drug Discovery Methods

Cited by 8