John Bradshaw
6 papers · 2019–2023 · 3 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (15) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge
🗺️
Taxonomy Completionist
(13)
👑
Triple Crown
❓
The Questioner
Conferences
NIPS (4)
ICLR (1)
ICML (1)
Top co-authors
Keywords
deep generative model
(2)
adversarial attack
(1)
generative model
(1)
molecular graph
(1)
latent space
(1)
trust region
(1)
adversarial example
(1)
molecular generation
(1)
chemical reaction
(1)
molecule generation
(1)
property optimization
(1)
directed acyclic graph
(1)
spectrum prediction
(1)
mass spectrometry
(1)
chemical space
(1)
molecular synthesis
(1)
graph neural network
(1)
structured input
(1)
prefix tree decoding
(1)
molecule synthesis
(1)
Papers
Prefix-Tree Decoding for Predicting Mass Spectra from Molecules
NIPS 2023
Local Latent Space Bayesian Optimization over Structured Inputs
NIPS 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
A Generative Model For Electron Paths
ICLR 2019
Are Generative Classifiers More Robust to Adversarial Attacks?
ICML 2019