Marwin Segler
7 papers · 2019–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Gold 🗺️ Taxonomy Completionist (16) 🐣 Hot Topic Early Bird
🏆
Keyword Champion
(2)
🧬
Topic Evolution
🌈
Renaissance Researcher
(6)
Venues
Top co-authors
Research topics
Artificial Intelligence
(6)
Core AI
(6)
Deep Learning
(4)
Machine Learning
(4)
Models
(4)
Core Methods
(2)
Learning Types
(2)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Knowledge & Reasoning
(1)
Mathematics & Optimization
(1)
Reinforcement Learning
(1)
Applications
(1)
Architectures
(1)
Methods
(1)
Keywords
molecular generation
(4)
retrosynthetic planning
(2)
synthesis planning
(2)
chemical reaction
(2)
molecular synthesis
(2)
generative model
(2)
drug discovery
(2)
deep generative model
(2)
markov bridge
(1)
discrete state space
(1)
value network
(1)
molecule generation
(1)
property optimization
(1)
directed acyclic graph
(1)
chemical reaction prediction
(1)
chemical space
(1)
graph neural network
(1)
state of the art
(1)
molecular scaffold
(1)
template free
(1)
Papers
SynFlowNet: Design of Diverse and Novel Molecules with Synthesis Constraints
ICLR 2025
RetroBridge: Modeling Retrosynthesis with Markov Bridges
ICLR 2024
Retro-fallback: retrosynthetic planning in an uncertain world
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
NeurIPS 2020
A Model to Search for Synthesizable Molecules
NeurIPS 2019