Dr.Regina Barzilay
9 papers · 2020–2022 · 1 conference · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Cross-Pollinator (6) π Renaissance Researcher (6)
πΊοΈ
Taxonomy Completionist
(14)
π
Keyword Champion
(2)
ποΈ
Keyword Collector
(50)
π
Trend Setter
Conferences
ICML (9)
Top co-authors
Research topics
Keywords
drug discovery
(4)
graph generation
(2)
molecular docking
(2)
conformal prediction
(2)
generative model
(2)
graph neural network
(2)
multi-label classification
(1)
set prediction
(1)
autoregressive generation
(1)
protein structure prediction
(1)
geometric deep learning
(1)
false positive
(1)
multi-objective optimization
(1)
transfer learning
(1)
prediction set
(1)
program synthesis
(1)
autoregressive model
(1)
molecular graph
(1)
spurious correlation
(1)
latent representation
(1)
Papers
Learning Stable Classifiers by Transferring Unstable Features
ICML 2022
EquiBind: Geometric Deep Learning for Drug Binding Structure Prediction
ICML 2022
Antibody-Antigen Docking and Design via Hierarchical Structure Refinement
ICML 2022
Conformal Prediction Sets with Limited False Positives
ICML 2022
Few-Shot Conformal Prediction with Auxiliary Tasks
ICML 2021
Hierarchical Generation of Molecular Graphs using Structural Motifs
ICML 2020
Improving Molecular Design by Stochastic Iterative Target Augmentation
ICML 2020
Educating Text Autoencoders: Latent Representation Guidance via Denoising
ICML 2020
Multi-Objective Molecule Generation using Interpretable Substructures
ICML 2020