Leon Hetzel

Graph representation learning for single-cell biology

Fabian J Theis, David S. Fischer, Stephan Günnemann, 2021 .

Predicting single-cell perturbation responses for unseen drugs

Niki Kilbertus, Stephan Günnemann, M. Lotfollahi, 2022, ArXiv.

Predicting Cellular Responses to Novel Drug Perturbations at a Single-Cell Resolution

Niki Kilbertus, Stephan Günnemann, M. Lotfollahi, 2022, NeurIPS.

Predicting cellular responses to complex perturbations in high‐throughput screens

Fabian J Theis, Beth K. Martin, J. Shendure, 2023, Molecular systems biology.

Interpretable and Fine-Grained Visual Explanations for Convolutional Neural Networks

Sven Behnke, Tobias Gindele, Jan M. Köhler, 2019, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

MAGNet: Motif-Agnostic Generation of Molecules from Shapes

Bastian Alexander Rieck, F. Theis, Stephan Gunnemann, 2023, ArXiv.

The power of motifs as inductive bias for learning molecular distributions

F. Theis, Johanna Sommer, David Lüdke, 2023, ArXiv.

Uncertainty Quantification for Atlas-Level Cell Type Transfer

F. Theis, L. Sikkema, G. Palla, 2022, ArXiv.