Hetzel, Leon

8 publications

ICML 2025 Enforcing Latent Euclidean Geometry in Single-Cell VAEs for Manifold Interpolation Alessandro Palma, Sergei Rybakov, Leon Hetzel, Stephan Günnemann, Fabian J Theis

ICLR 2025 MAGNet: Motif-Agnostic Generation of Molecules from Scaffolds Leon Hetzel, Johanna Sommer, Bastian Rieck, Fabian J Theis, Stephan Günnemann

ICML 2024 Expressivity and Generalization: Fragment-Biases for Molecular GNNs Tom Wollschläger, Niklas Kemper, Leon Hetzel, Johanna Sommer, Stephan Günnemann

NeurIPS 2024 Unified Guidance for Geometry-Conditioned Molecular Generation Sirine Ayadi, Leon Hetzel, Johanna Sommer, Fabian Theis, Stephan Günnemann

NeurIPSW 2023 Modelling Single-Cell RNA-Seq Trajectories on a Flat Statistical Manifold Alessandro Palma, Sergei Rybakov, Leon Hetzel, Fabian J Theis

ICLRW 2023 The Power of Motifs as Inductive Bias for Learning Molecular Distributions Johanna Sommer, Leon Hetzel, David Lüdke, Fabian J Theis, Stephan Günnemann

NeurIPS 2022 Predicting Cellular Responses to Novel Drug Perturbations at a Single-Cell Resolution Leon Hetzel, Simon Boehm, Niki Kilbertus, Stephan Günnemann, Mohammad Lotfollahi, Fabian J. Theis

ICLRW 2022 Predicting Single-Cell Perturbation Responses for Unseen Drugs Leon Hetzel, Simon Boehm, Niki Kilbertus, Stephan Günnemann, Mohammad Lotfollahi, Fabian J Theis