Andrei Dmitrenko
5 papers · 2022–2025 · 4 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (12) π§ Keyword Pioneer π Conference Polyglot (4) π Interdisciplinary Bridge π Cross-Pollinator (8)
π
Renaissance Researcher
(5)
π₯
Mega-Team
(21)
Conferences
MIDL (2)
EMNLP (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
drug discovery
(2)
data augmentation
(2)
feature extraction
(2)
self-supervised learning
(1)
medical imaging
(1)
convolutional neural network
(1)
language model
(1)
drug design
(1)
molecular design
(1)
deep generative model
(1)
molecular generation
(1)
property prediction
(1)
virtual screening
(1)
evolutionary optimization
(1)
co-crystal design
(1)
convolutional autoencoder
(1)
de novo design
(1)
multi-agent system
(1)
drug development
(1)
hit identification
(1)
Papers
MADD: Multi-Agent Drug Discovery Orchestra
EMNLP 2025
Hybrid Generative AI for De Novo Design of Co-Crystals with Enhanced Tabletability
NIPS 2024
Unveiling the Potential of AI for Nanomaterial Morphology Prediction
ICML 2024
Comparing representations of biological data learned with different AI paradigms, augmenting and cropping strategies
MIDL 2022
Self-supervised learning for analysis of temporal and morphological drug effects in cancer cell imaging data
MIDL 2022