Jeff Guo

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 9

Top Topics

Design Decisions

Machine Learning

Mass Spectrometry

Top Venues

Nat. Mach. Intell.

J. Cheminformatics

Publications

Yuanqi Du, Arian R. Jamasb, Jeff Guo, Tianfan Fu, Charles Harris, Yingheng Wang, Chenru Duan, Pietro Liò, Philippe Schwaller, Tom L. Blundell
Machine learning-aided generative molecular design. Nat. Mac. Intell. 6 (6) (2024)
Jeff Guo, Philippe Schwaller
Saturn: Sample-efficient Generative Molecular Design using Memory Manipulation. CoRR (2024)
Jeff Guo, Philippe Schwaller
Beam Enumeration: Probabilistic Explainability For Sample Efficient Self-conditioned Molecular Design. ICLR (2024)
Jeff Guo, Philippe Schwaller
Beam Enumeration: Probabilistic Explainability For Sample Efficient Self-conditioned Molecular Design. CoRR (2023)
Jeff Guo, Philippe Schwaller
Augmented Memory: Capitalizing on Experience Replay to Accelerate De Novo Molecular Design. CoRR (2023)
Jeff Guo, Vendy Fialková, Juan Diego Arango, Christian Margreitter, Jon Paul Janet, Kostas Papadopoulos, Ola Engkvist, Atanas Patronov
Improving de novo molecular design with curriculum learning. Nat. Mach. Intell. 4 (6) (2022)
Jeff Guo, Vendy Fialková, Juan Diego Arango, Christian Margreitter, Jon Paul Janet, Kostas Papadopoulos, Ola Engkvist, Atanas Patronov
Author Correction: Improving de novo molecular design with curriculum learning. Nat. Mach. Intell. 4 (8) (2022)
J. Harry Moore, Matthias R. Bauer, Jeff Guo, Atanas Patronov, Ola Engkvist, Christian Margreitter
generated small molecules. Bioinform. 38 (21) (2022)
Jeff Guo, Jon Paul Janet, Matthias R. Bauer, Eva Nittinger, Kathryn A. Giblin, Kostas Papadopoulos, Alexey Voronov, Atanas Patronov, Ola Engkvist, Christian Margreitter
DockStream: a docking wrapper to enhance de novo molecular design. J. Cheminformatics 13 (1) (2021)
Samuel H. Huang, Lawson R. Wulsin, Hua Li, Jeff Guo
Dimensionality reduction for knowledge discovery in medical claims database: Application to antidepressant medication utilization study. Comput. Methods Programs Biomed. 93 (2) (2009)