Jeff Guo
- Evaluating Large Language Models in Scientific Discovery
2025/12/17 by Zhangde Song, Jieyu Lu, Song, Zhangde +109 · 18 voices · 2 citations
Materials Science · Medicine · Social Sciences · #Machine Learning in Materials Science #Artificial Intelligence in Healthcare and Education #Computational and Text Analysis Methods
- Directly Optimizing for Synthesizability in Generative Molecular Design using Retrosynthesis Models
2024/07/16 by Jeff Guo, Philippe Schwaller, Guo, Jeff +1 · 6 citations
Biochemistry, Genetics and Molecular Biology · Environmental Science · Materials Science · #Biomolecules (q-bio.BM) #Chemical Synthesis and Analysis #Chemistry and Chemical Engineering #FOS: Biological sciences #Machine Learning in Materials Science
- Saturn: Sample-efficient Generative Molecular Design using Memory Manipulation
2024/05/27 by Jeff Guo, Guo, Jeff, Philippe Schwaller +1 · 5 citations
Biochemistry, Genetics and Molecular Biology · #Advanced biosensing and bioanalysis techniques #Biomolecules (q-bio.BM) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG)
- KL-Regularized Reinforcement Learning is Designed to Mode Collapse
2025/10/23 by Anthony GX-Chen, GX-Chen, Anthony, Jatin Prakash +7 · 1 voice · 4 citations
Materials Science · Computer Science · #Machine Learning in Materials Science #Topic Modeling #Reinforcement Learning in Robotics
- LLM-Augmented Chemical Synthesis and Design Decision Programs
2025/05/11 by Haorui Wang, Jeff Guo, Wang, Haorui +11 · 6 citations
Materials Science · Computer Science · Environmental Science · #Machine Learning in Materials Science #Computational Drug Discovery Methods #Chemistry and Chemical Engineering
- Tango*: Constrained synthesis planning using chemically informed value functions
2024/12/04 by D. Armstrong, Armstrong, Daniel, Zlatko Jončev +5 · 3 citations
Environmental Science · #Chemistry and Chemical Engineering
- Generative Molecular Design with Steerable and Granular Synthesizability Control
2025/05/13 by Jeff Guo, Guo, Jeff, Víctor Sabanza-Gil +25 · 2 voices · 2 citations
#q-bio.BM #cs.LG