Publications

September, 2023
Leon Hetzel , Johanna Sommer , Bastian Rieck, Fabian Theis, Stephan Günnemann (2023). MAGNet: Motif-Agnostic Generation of Molecules from Shapes. preprint.

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Mohammad Lotfollahi , Anna Klimovskaia Susmelj , Carlo De Donno , Leon Hetzel, Yuge Ji, Ignacio L Ibarra, Sanjay R Srivatsan, Mohsen Naghipourfar, Riza M Daza, Beth Martin, Jay Shendure, Jose L McFaline‐Figueroa, Pierre Boyeau, F Alexander Wolf, Nafissa Yakubova, Stephan Günnemann, Cole Trapnell, David Lopez‐Paz, Fabian J Theis (2023). Predicting cellular responses to complex perturbations in high‐throughput screens. Molecular Systems Biology.

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Johanna Sommer , Leon Hetzel , David Lüdke, Fabian Theis, Stephan Günnemann (2023). The power of motifs as inductive bias for learning molecular distributions. MLDD workshop, ICLR 2023.

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Leon Hetzel , Simon Böhm , Niki Kilbertus, Stephan Günnemann, Mohammad Lotfollahi, Fabian Theis (2022). Predicting Cellular Responses to Novel Drug Perturbations at a Single-Cell Resolution. In Neurips'22.

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Leon Hetzel, David Fischer, Stephan Günnemann, Fabian Theis (2021). Graph representation learning for single-cell biology. Journal Article.

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