Djork-Arné Clevert
6 papers · 2015–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🗺️ Taxonomy Completionist (15) 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🏃 Academic Marathon (10) 🐣 Hot Topic Early Bird
🐝
Cross-Pollinator
(12)
🌉
Interdisciplinary Bridge
📈
Trend Setter
Conferences
NIPS (3)
ICLR (2)
ICML (1)
Top co-authors
Keywords
graph neural network
(2)
representation learning
(2)
unsupervised learning
(2)
graph representation learning
(1)
graph generation
(1)
node embedding
(1)
variational autoencoder
(1)
molecular graph
(1)
molecular property
(1)
group equivariance
(1)
group invariance
(1)
equivariant neural network
(1)
equivariant representation
(1)
invariant representation
(1)
molecular property prediction
(1)
permutation invariance
(1)
attribution method
(1)
sparsity regularization
(1)
encoder-decoder framework
(1)
model explainability
(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
NIPS 2022
Permutation-Invariant Variational Autoencoder for Graph-Level Representation Learning
NIPS 2021
Improving Molecular Graph Neural Network Explainability with Orthonormalization and Induced Sparsity
ICML 2021
Rectified Factor Networks
NIPS 2015