Connor Coley
10 papers · 2017–2023 · 3 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (28)
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Keyword Pioneer
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Trend Setter
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Century Club Β· Bronze
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Unstoppable Β· Bronze
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Renaissance Researcher
(8)
Venues
Top co-authors
Research topics
Deep Learning
(5)
Machine Learning
(5)
Interdisciplinary
(3)
Mathematics & Optimization
(3)
Architectures
(3)
Core Methods
(3)
Science
(3)
Artificial Intelligence
(2)
Data Science & Analytics
(2)
Application Areas
(2)
Core AI
(2)
Learning Types Β· Machine Learning
(2)
Learning Types Β· Deep Learning
(2)
Methods
(2)
Optimization
(2)
Keywords
molecular graph
(5)
graph neural network
(4)
drug design
(2)
molecular generation
(2)
drug discovery
(2)
reaction prediction
(2)
molecular representation
(2)
molecular design
(2)
chemical reaction
(2)
masked language model
(1)
benchmark evaluation
(1)
oracle query
(1)
optimal transport
(1)
optimization algorithm
(1)
genetic algorithm
(1)
text retrieval
(1)
structure-based drug design
(1)
message passing neural network
(1)
policy gradient
(1)
sample efficiency
(1)
Papers
Predictive Chemistry Augmented with Text Retrieval
EMNLP 2023
Prefix-Tree Decoding for Predicting Mass Spectra from Molecules
NeurIPS 2023
Reinforced Genetic Algorithm for Structure-based Drug Design
NeurIPS 2022
Sample Efficiency Matters: A Benchmark for Practical Molecular Optimization
NeurIPS 2022
GeoMol: Torsional Geometric Generation of Molecular 3D Conformer Ensembles
NeurIPS 2021
Learning Graph Models for Retrosynthesis Prediction
NeurIPS 2021
Non-Autoregressive Electron Redistribution Modeling for Reaction Prediction
ICML 2021
Learning to Navigate The Synthetically Accessible Chemical Space Using Reinforcement Learning
ICML 2020
Retrosynthesis Prediction with Conditional Graph Logic Network
NeurIPS 2019
Predicting Organic Reaction Outcomes with Weisfeiler-Lehman Network
NeurIPS 2017