Jens Meiler
3 papers · 2016–2024 · 2 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Conference Polyglot (2) π Academic Marathon (8) π Cross-Pollinator (6) π Renaissance Researcher (6)
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Interdisciplinary Bridge
π§
Keyword Pioneer
πΊοΈ
Taxonomy Completionist
(15)
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Trend Setter
Conferences
NIPS (2)
AAAI (1)
Top co-authors
Keywords
drug discovery
(2)
graph neural network
(2)
convolutional network
(1)
benchmark dataset
(1)
molecular property
(1)
molecular representation
(1)
virtual screening
(1)
molecule property prediction
(1)
dataset curation
(1)
protein structure
(1)
molecular property prediction
(1)
molecular representation learning
(1)
benchmarking framework
(1)
contact prediction
(1)
quantitative structure activity relationship
(1)
molecular chirality
(1)
small molecule drug discovery
(1)
molecular kernel
(1)
amino acid
(1)
interpretable machine learning
(1)
Papers
WelQrate: Defining the Gold Standard in Small Molecule Drug Discovery Benchmarking
NIPS 2024
Interpretable Chirality-Aware Graph Neural Network for Quantitative Structure Activity Relationship Modeling in Drug Discovery
AAAI 2023
Protein contact prediction from amino acid co-evolution using convolutional networks for graph-valued images
NIPS 2016