Johannes Schimunek

According to our database, Johannes Schimunek authored at least 4 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

MHNfs: Prompting In-Context Bioactivity Predictions for Low-Data Drug Discovery.

Johannes Schimunek, Sohvi Luukkonen, Günter Klambauer

J. Chem. Inf. Model., 2025

Bio-xLSTM: Generative modeling, representation and in-context learning of biological and chemical sequences.

Niklas Schmidinger, Lisa Schneckenreiter, Philipp Seidl, Johannes Schimunek, Pieter-Jan Hoedt, Johannes Brandstetter, Andreas Mayr, Sohvi Luukkonen, Sepp Hochreiter, Günter Klambauer

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2023

Context-enriched molecule representations improve few-shot drug discovery.

Johannes Schimunek, Philipp Seidl, Lukas Friedrich, Daniel Kuhn, Friedrich Rippmann, Sepp Hochreiter, Günter Klambauer

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2020

Large-scale ligand-based virtual screening for SARS-CoV-2 inhibitors using deep neural networks.

Markus Hofmarcher, Andreas Mayr, Elisabeth Rumetshofer, Peter Ruch, Philipp Renz, Johannes Schimunek, Philipp Seidl, Andreu Vall, Michael Widrich, Sepp Hochreiter, Günter Klambauer

CoRR, 2020