Johanna Sommer

Technical University of Munich
Department of Informatics - I26
Boltzmannstr. 3
85748 Garching b. München
Germany

Room: 00.11.055
Phone: +49 89 289-17832
E-Mail: sommer [at] in [dot] tum [dot] de

Selected Publications

MAGNet: Motif-Agnostic Generation of Molecules from Shapes
Leon Hetzel and Johanna Sommer (equal contribution), Bastian Rieck, Fabian Theis, Stephan Günnemann
Preprint, 2023
The Power of Motifs as Inductive Bias for Learning Molecular Distributions
Johanna Sommer and Leon Hetzel (equal contribution), David Lüdke, Fabian Theis, Stephan Günnemann
Machine Learning for Drug Discovery @ ICLR, 2023
Generalization of Neural Combinatorial Solvers Through the Lens of Adversarial Robustness
Simon Geisler and Johanna Sommer (equal contribution),, Jan Schuchardt, Aleksandar Bojchevski, Stephan Günnemann
International Conference on Learning Representations (ICLR), 2022
Neural Flows: Efficient Alternative to Neural ODEs
Marin Biloš, Johanna Sommer, Syama Sundar Rangapuram, Tim Januschowski, Stephan Günnemann
Neural Information Processing Systems (NeurIPS), 2021

Education

2019 - 2021: M.Sc. Computer Science | Technical University of Munich, passed with distinction
2016 - 2019: B.Sc. Applied Computer Science | Baden-Württemberg Cooperative State University

Experience

2019: IBM Research Intern | Zurich, Switzerland
2018: IBM Research Intern | San Jose, CA, USA