Djork-Arné Clevert
6 papers · 2015–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (19) 🐣 Hot Topic Early Bird
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Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(6)
Deep Learning
(5)
Architectures
(5)
Core Methods
(4)
Learning Types · Machine Learning
(3)
Artificial Intelligence
(2)
Core AI
(2)
Learning Types · Deep Learning
(2)
Models
(2)
Optimization & Theory
(2)
Healthcare & Medicine
(1)
Natural Language Processing
(1)
Applications
(1)
Research
(1)
Keywords
graph neural network
(3)
representation learning
(2)
unsupervised learning
(2)
transfer learning
(1)
feature extraction
(1)
sparse coding
(1)
graph representation learning
(1)
graph generation
(1)
alternating minimization
(1)
knowledge graph
(1)
node embedding
(1)
variational autoencoder
(1)
molecular graph
(1)
molecular property
(1)
drug discovery
(1)
molecule generation
(1)
retrieval-augmented generation
(1)
group equivariance
(1)
group invariance
(1)
equivariant neural network
(1)
Papers
KGARevion: An AI Agent for Knowledge-Intensive Biomedical QA
ICLR 2025
Navigating the Design Space of Equivariant Diffusion-Based Generative Models for De Novo 3D Molecule Generation
ICLR 2024
Unsupervised Learning of Group Invariant and Equivariant Representations
NeurIPS 2022
Improving Molecular Graph Neural Network Explainability with Orthonormalization and Induced Sparsity
ICML 2021
Permutation-Invariant Variational Autoencoder for Graph-Level Representation Learning
NeurIPS 2021
Rectified Factor Networks
NeurIPS 2015