Leon Hetzel
6 papers · 2019–2025 · 4 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+4 more ↓ Show less ↑
🌍 Conference Polyglot (4) 🏃 Academic Marathon (6) 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (15)
🗺️
Taxonomy Completionist
(13)
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
📈
Trend Setter
Conferences
ICML (2)
NIPS (2)
CVPR (1)
ICLR (1)
Top co-authors
Keywords
representation learning
(1)
transfer learning
(1)
gradient-based optimization
(1)
visual explanation
(1)
gene expression
(1)
fine-grained recognition
(1)
diffusion model
(1)
convolutional neural network
(1)
drug design
(1)
molecular generation
(1)
encoder-decoder architecture
(1)
fine-grained explanation
(1)
gradient visualization
(1)
single-cell transcriptomics
(1)
drug perturbation
(1)
geometric representation
(1)
structure-based design
(1)
adversarial evidence
(1)
ligand-based design
(1)
Papers
MAGNet: Motif-Agnostic Generation of Molecules from Scaffolds
ICLR 2025
Enforcing Latent Euclidean Geometry in Single-Cell VAEs for Manifold Interpolation
ICML 2025
Unified Guidance for Geometry-Conditioned Molecular Generation
NIPS 2024
Expressivity and Generalization: Fragment-Biases for Molecular GNNs
ICML 2024
Predicting Cellular Responses to Novel Drug Perturbations at a Single-Cell Resolution
NIPS 2022
Interpretable and Fine-Grained Visual Explanations for Convolutional Neural Networks
CVPR 2019