Amina Mollaysa
4 papers · 2017–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(12)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
feature side-information
(2)
data augmentation
(1)
program synthesis
(1)
domain knowledge
(1)
model generalization
(1)
drug discovery
(1)
molecular design
(1)
conditional generative model
(1)
predictive performance
(1)
similarity structure
(1)
reward optimization
(1)
model prediction
(1)
discrete structure
(1)
protein-protein interaction
(1)
nonlinear model
(1)
neural network
(1)
multimodal integration
(1)
high content imaging
(1)
instance filtering
(1)
instance wise quality
(1)
Papers
BiGMINT: Biologically-guided Hierarchical Multimodal Integration for Modeling Multiple Compound Activities in Drug Discovery
CVPR 2026
Goal-directed Generation of Discrete Structures with Conditional Generative Models
NeurIPS 2020
Learning to Augment with Feature Side-information
ACML 2019
Regularising Non-linear Models Using Feature Side-information
ICML 2017