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Regina Barzilay

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Learning Graph Models for Template-Free Retrosynthesis

Jun 12, 2020
Vignesh Ram Somnath, Charlotte Bunne, Connor W. Coley, Andreas Krause, Regina Barzilay

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Optimal Transport Graph Neural Networks

Jun 11, 2020
Gary Bécigneul, Octavian-Eugen Ganea, Benson Chen, Regina Barzilay, Tommi Jaakkola

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Domain Extrapolation via Regret Minimization

Jun 06, 2020
Wengong Jin, Regina Barzilay, Tommi Jaakkola

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Uncertainty Quantification Using Neural Networks for Molecular Property Prediction

May 20, 2020
Lior Hirschfeld, Kyle Swanson, Kevin Yang, Regina Barzilay, Connor W. Coley

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Adaptive Invariance for Molecule Property Prediction

May 05, 2020
Wengong Jin, Regina Barzilay, Tommi Jaakkola

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Improving Molecular Design by Stochastic Iterative Target Augmentation

Feb 11, 2020
Kevin Yang, Wengong Jin, Kyle Swanson, Regina Barzilay, Tommi Jaakkola

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Composing Molecules with Multiple Property Constraints

Feb 08, 2020
Wengong Jin, Regina Barzilay, Tommi Jaakkola

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Hierarchical Generation of Molecular Graphs using Structural Motifs

Feb 08, 2020
Wengong Jin, Regina Barzilay, Tommi Jaakkola

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Blank Language Models

Feb 08, 2020
Tianxiao Shen, Victor Quach, Regina Barzilay, Tommi Jaakkola

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Capturing Greater Context for Question Generation

Oct 22, 2019
Luu Anh Tuan, Darsh J Shah, Regina Barzilay

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