Marwin Segler
7 papers · 2019–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (3) 🏃 Academic Marathon (6) 🌈 Renaissance Researcher (6) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (10)
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
🐝
Cross-Pollinator
(15)
Conferences
ICLR (4)
NIPS (2)
ICML (1)
Top co-authors
Keywords
molecular synthesis
(2)
deep generative model
(2)
reaction prediction
(1)
tree search
(1)
drug discovery
(1)
value network
(1)
molecular generation
(1)
chemical reaction
(1)
molecule generation
(1)
property optimization
(1)
directed acyclic graph
(1)
retrosynthetic planning
(1)
chemical space
(1)
molecule synthesis
(1)
synthesis planning
(1)
reinforcement learning
(1)
reaction model
(1)
multi-step planning
(1)
Papers
SynFlowNet: Design of Diverse and Novel Molecules with Synthesis Constraints
ICLR 2025
Retro-fallback: retrosynthetic planning in an uncertain world
ICLR 2024
RetroBridge: Modeling Retrosynthesis with Markov Bridges
ICLR 2024
Retrosynthetic Planning with Dual Value Networks
ICML 2023
Learning to Extend Molecular Scaffolds with Structural Motifs
ICLR 2022
Barking up the right tree: an approach to search over molecule synthesis DAGs
NIPS 2020
A Model to Search for Synthesizable Molecules
NIPS 2019