Leon Hetzel
6 papers · 2019–2025 · 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 (17) 🐣 Hot Topic Early Bird
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Trend Setter
Venues
Top co-authors
Research topics
Deep Learning
(6)
Machine Learning
(6)
Artificial Intelligence
(3)
Application Areas
(3)
Core Methods
(3)
Models
(3)
Core AI · Artificial Intelligence
(2)
Learning Types
(2)
Techniques
(2)
Computer Vision
(1)
Healthcare & Medicine
(1)
Analysis
(1)
Architectures
(1)
Core AI · Computer Vision
(1)
Learning Paradigms
(1)
Keywords
representation learning
(1)
transfer learning
(1)
gradient-based optimization
(1)
visual explanation
(1)
gene expression
(1)
fine-grained recognition
(1)
generalization
(1)
generative model
(1)
diffusion model
(1)
convolutional neural network
(1)
inductive bia
(1)
variational autoencoder
(1)
drug design
(1)
euclidean geometry
(1)
molecular generation
(1)
molecule generation
(1)
molecular property prediction
(1)
encoder-decoder architecture
(1)
chemical structure
(1)
trajectory reconstruction
(1)
Papers
Enforcing Latent Euclidean Geometry in Single-Cell VAEs for Manifold Interpolation
ICML 2025
MAGNet: Motif-Agnostic Generation of Molecules from Scaffolds
ICLR 2025
Expressivity and Generalization: Fragment-Biases for Molecular GNNs
ICML 2024
Unified Guidance for Geometry-Conditioned Molecular Generation
NeurIPS 2024
Predicting Cellular Responses to Novel Drug Perturbations at a Single-Cell Resolution
NeurIPS 2022
Interpretable and Fine-Grained Visual Explanations for Convolutional Neural Networks
CVPR 2019