Jeff Guo

6PUBLICATIONS
9CO-AUTHORS
Biomolecular modelling and designChemical engineering designChemical and thermal processes in energy and combustionSemi- and unsupervised learningReinforcement learning
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Publications (6)

|Oct 14, 2026
Sample-efficient generative molecular design using memory manipulation.

|Mar 03, 2026
TANGO: direct optimization of constrained synthesizability for generative molecular design.

Jeff Guo, Philippe Schwaller

|Aug 18, 2025
Tango*: constrained synthesis planning using chemically informed value functions.

Daniel Armstrong, Zlatko Jončev, Jeff Guo

|Mar 24, 2025
Directly optimizing for synthesizability in generative molecular design using retrosynthesis models.

Jeff Guo, Philippe Schwaller

|Jun 28, 2024
Augmented Memory: Sample-Efficient Generative Molecular Design with Reinforcement Learning.

Jeff Guo, Philippe Schwaller

|Mar 15, 2024
Sample efficient reinforcement learning with active learning for molecular design.

Michael Dodds, Jeff Guo, Thomas Löhr

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Frequent Collaborators

2 joint publications

Philippe Schwaller

1 joint publications

Michael Dodds

1 joint publications

Thomas Löhr

1 joint publications

Alessandro Tibo