Search Results for author: Tony Shen

Found 2 papers, 2 papers with code

TacoGFN: Target-conditioned GFlowNet for Structure-based Drug Design

2 code implementations5 Oct 2023 Tony Shen, Seonghwan Seo, Grayson Lee, Mohit Pandey, Jason R Smith, Artem Cherkasov, Woo Youn Kim, Martin Ester

Searching the vast chemical space for drug-like and synthesizable molecules with high binding affinity to a protein pocket is a challenging task in drug discovery.

Active Learning Drug Discovery

Semi-Supervised Junction Tree Variational Autoencoder for Molecular Property Prediction

1 code implementation10 Aug 2022 Atia Hamidizadeh, Tony Shen, Martin Ester

We propose SeMole, a method that augments the Junction Tree Variational Autoencoders, a state-of-the-art generative model for molecular graphs, with semi-supervised learning.

Drug Discovery Molecular Property Prediction +3

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