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Johanna Sommer

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

5

Venues

3

Active years

2019–2025

Best venue rank

A*

Where they publish

Papers

5 indexed papers, newest first.

YearVenueTitleAuthors
2025ICLRMAGNet: Motif-Agnostic Generation of Molecules from Scaffolds.Leon Hetzel, Johanna Sommer, Bastian Rieck, Fabian J. Theis, Stephan Gnnemann
2025ICLRLift Your Molecules: Molecular Graph Generation in Latent Euclidean Space.Mohamed Amine Ketata, Nicholas Gao, Johanna Sommer, Tom Wollschlger, Stephan Gnnemann
2024ICMLExpressivity and Generalization: Fragment-Biases for Molecular GNNs.Tom Wollschlger, Niklas Kemper, Leon Hetzel, Johanna Sommer, Stephan Gnnemann
2022ICLRGeneralization of Neural Combinatorial Solvers Through the Lens of Adversarial Robustness.Simon Geisler, Johanna Sommer, Jan Schuchardt, Aleksandar Bojchevski, Stephan Gnnemann
2019SIGMODMNC: Structure-Exploiting Sparsity Estimation for Matrix Expressions.Johanna Sommer, Matthias Boehm, Alexandre V. Evfimievski, Berthold Reinwald, Peter J. Haas