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J

Jeff Guo

epfl

9H-index
32Paper Count
477Citation Count
Published Papers 12
Publication Date
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Sample-efficient generative molecular design using memory manipulation
errNature Machine Intelligence
IF23.9
err2026-03-17
err0
PREAI
errJeff Guo; Junwu Chen; Anthony GX-Chen; Philippe Schwaller
errShare
errSave
TANGO: direct optimization of constrained synthesizability for generative molecular design
errNature Computational Science
IF18.3
err2026-03-03
err0
PREAI
errJeff Guo; Philippe Schwaller
errShare
errSave
ThinkRare: A search algorithm to identify patients with undiagnosed rare genetic disease in an electronic medical record
errGenetics in Medicine
IF6.2
err2025-08-23
err0
PREAI
errGrace U. Ediae; Alexandre White-Brown; Caitlin Chisholm; Ivan Terekhov; Jon Seymour; Jeff Guo; Nicholas Mitsakakis; Sarah L. Sawyer; Kym M. Boycott
errShare
errSave
Tango*: Constrained synthesis planning using chemically informed value functions
errDigital Discovery
IF5.6
err2025-08-11
err0
errOAAI
errDaniel armstrong; Zlatko Jončev; Jeff Guo; Philippe Schwaller
errShare
errSave
Directly optimizing for synthesizability in generative molecular design using retrosynthesis models
errCHEMICAL SCIENCE
IF7.4
err2025-01-01
err2
errOAAI
errGuo, Jeff; Schwaller, Philippe
errShare
errSave
Machine learning-aided generative molecular design
errNATURE MACHINE INTELLIGENCE
IF23.9
err2024-06-18
err11
PREAI
errDu, Yuanqi; Jamasb, Arian R.; Guo, Jeff; Fu, Tianfan; Harris, Charles; Wang, Yingheng; Duan, Chenru; Lio, Pietro; Schwaller, Philippe; Blundell, Tom L.
errShare
errSave
Augmented Memory: Sample-Efficient Generative Molecular Design with Reinforcement Learning
errJACS AU
IF8.7
err2024-04-10
err1
errOAAI
errGuo, Jeff; Schwaller, Philippe
errShare
errSave
Sample efficient reinforcement learning with active learning for molecular design
errCHEMICAL SCIENCE
IF7.4
err2024-01-01
err7
errOAAI
errDodds, Michael; Guo, Jeff; Loehr, Thomas; Tibo, Alessandro; Engkvist, Ola; Janet, Jon Paul
errShare
errSave
Link-INVENT: generative linker design with reinforcement learning
errDIGITAL DISCOVERY
IF5.6
err2023-01-01
err25
errOAAI
errGuo, Jeff; Knuth, Franziska; Margreitter, Christian; Janet, Jon Paul; Papadopoulos, Kostas; Engkvist, Ola; Patronov, Atanas
errShare
errSave
Improving de novo molecular design with curriculum learning (vol 4, pg 555, 2022)
errNATURE MACHINE INTELLIGENCE
IF23.9
err2022-07-20
err0
errOAAI
errGuo, Jeff; Fialkova, Vendy; Arango, Juan Diego; Margreitter, Christian; Janet, Jon Paul; Papadopoulos, Kostas; Engkvist, Ola; Patronov, Atanas
errShare
errSave
Improving de novo molecular design with curriculum learning
errNATURE MACHINE INTELLIGENCE
IF23.9
err2022-06-22
err25
errOAAI
errGuo, Jeff; Fialkova, Vendy; Arango, Juan Diego; Margreitter, Christian; Janet, Jon Paul; Papadopoulos, Kostas; Engkvist, Ola; Patronov, Atanas
errShare
errSave
DockStream: a docking wrapper to enhance de novo molecular design
errJOURNAL OF CHEMINFORMATICS
IF5.7
err2021-11-17
err35
errOAAI
errGuo, Jeff; Janet, Jon Paul; Bauer, Matthias R.; Nittinger, Eva; Giblin, Kathryn A.; Papadopoulos, Kostas; Voronov, Alexey; Patronov, Atanas; Engkvist, Ola; Margreitter, Christian
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
T
Tom L. Blundell
H-index: 112 · Papers: 736
K
Kym M. Boycott
H-index: 77 · Papers: 439
P
Píetro Lió
H-index: 72 · Papers: 1.1K
C
Charles B. Harris
H-index: 61 · Papers: 429
O
Ola Engkvist
H-index: 55 · Papers: 429
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