Connor Coley
10 papers · 2017–2023 · 3 conferences · across top CS/AI conferences
Achievements
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π Renaissance Researcher (5) π§ Keyword Pioneer π£ Hot Topic Early Bird π Interdisciplinary Bridge π Conference Polyglot (3)
π
Academic Marathon
(6)
π
Cross-Pollinator
(13)
πΊοΈ
Taxonomy Completionist
(30)
π
Keyword Champion
(5)
π
Century Club
(10)
π
Trend Setter
π₯
Unstoppable
(5)
Conferences
NIPS (7)
ICML (2)
EMNLP (1)
Top co-authors
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
Prefix-Tree Decoding for Predicting Mass Spectra from Molecules
NIPS 2023
Predictive Chemistry Augmented with Text Retrieval
EMNLP 2023
Reinforced Genetic Algorithm for Structure-based Drug Design
NIPS 2022
Sample Efficiency Matters: A Benchmark for Practical Molecular Optimization
NIPS 2022
Non-Autoregressive Electron Redistribution Modeling for Reaction Prediction
ICML 2021
Learning Graph Models for Retrosynthesis Prediction
NIPS 2021
GeoMol: Torsional Geometric Generation of Molecular 3D Conformer Ensembles
NIPS 2021
Learning to Navigate The Synthetically Accessible Chemical Space Using Reinforcement Learning
ICML 2020
Retrosynthesis Prediction with Conditional Graph Logic Network
NIPS 2019
Predicting Organic Reaction Outcomes with Weisfeiler-Lehman Network
NIPS 2017