Stephan Günnemann

Technical University of Munich

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 8 papers. Top paper: “Predicting Cellular Responses to Novel Drug Perturbations at a Single-Cell Resolution”.

Predicting Cellular Responses to Novel Drug Perturbations at a Single-Cell Resolution

arXiv (Cornell University)(2022)10.48550/arxiv.2204.13545

N/A

1.5DataRank · unranked

43 citations

Simon Böhm, Niki Kilbertus, Stephan Günnemann, Mohammad Nader Lotfollahi, Fabian Joachim Theis +1 more

Predicting cellular responses to complex perturbations in high‐throughput screens

Molecular Systems Biology(2023)10.15252/msb.202211517

N/A

0.832DataRank · unranked

256 citations

Anna Klimovskaia Susmelj, Carlo De Donno, Leon Hetzel, Yuge Ji, Ignacio Ibarra Del Río +16 more

Graph representation learning for single-cell biology

Current Opinion in Systems Biology(2021)10.1016/j.coisb.2021.05.008

N/A

0.546DataRank · unranked

37 citations

David S. Fischer, Stephan Günnemann, Fabian Joachim Theis, Leon Hetzel

MAGNet: Motif-Agnostic Generation of Molecules from Shapes

arXiv (Cornell University)(2023)10.48550/arxiv.2305.19303

N/A

0.104DataRank · unranked

1 citations

Johanna Sommer, Angela Oliveira Pisco, Fabian Joachim Theis, Stephan Günnemann, Leon Hetzel

Enforcing Latent Euclidean Geometry in Single-Cell VAEs for Manifold Interpolation

arXiv (Cornell University)(2025)10.48550/arxiv.2507.11789

N/A

0DataRank · unranked

0 citations

Sergei Rybakov, Leon Hetzel, Stephan Günnemann, Fabian Joachim Theis, Alessandro Palma

Unified Guidance for Geometry-Conditioned Molecular Generation

arXiv (Cornell University)(2025)10.48550/arxiv.2501.02526

N/A

0DataRank · unranked

0 citations

Leon Hetzel, Johanna Sommer, Fabian Joachim Theis, Stephan Günnemann, Sirine Ayadi

The power of motifs as inductive bias for learning molecular distributions

arXiv (Cornell University)(2023)10.48550/arxiv.2306.17246

N/A

0DataRank · unranked

0 citations

Leon Hetzel, David Lüdke, Fabian Joachim Theis, Stephan Günnemann, Johanna Sommer

Unified Guidance for Geometry-Conditioned Molecular Generation

Qeios(2025)10.32388/dq3y3t

N/A

0DataRank · unranked

0 citations

Leon Hetzel, Johanna Sommer, Fabian Joachim Theis, Stephan Günnemann, Sirine Ayadi