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Stephan Günnemann

technical university of munich

50H-index
405Paper Count
1.5WCitation Count
Published Papers 16
Publication Date
Imagining Trajectories for Anomaly Detection in Reinforcement Learning from Images
err2026-08-28
err0
errOAAI
errTom Haider; Karsten Roscher; Stephan Günnemann
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Rethinking Link Prediction for Directed Graphs
err2026-04-29
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PREAI
errMingguo He; Yuhe Guo; Yanping Zheng; Zhewei Wei; Stephan Günnemann; Xiaokui Xiao
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OneProt: Towards multi-modal protein foundation models via latent space alignment of sequence, structure, binding sites and text encoders
err2025-11-14
err1
PREAI
errFloge, Klemens; Udayakumar, Srisruthi; Sommer, Johanna; Piraud, Marie; Kesselheim, Stefan; Fortuin, Vincent; Gunnemann, Stephan; van der Weg, Karel J.; Gohlke, Holger; Merdivan, Erinc; Bazarova, Alina
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Evaluating the transferability of adversarial robustness to target domains
err2025-01-25
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errOAAI
errKopetzki, Anna-Kathrin; Bojchevski, Aleksandar; Guennemann, Stephan
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United States politicians' tone became more negative with 2016 primary campaigns
err2023-06-28
err4
errOAAI
errKuelz, Jonathan; Spitz, Andreas; Abu-Akel, Ahmad; Guennemann, Stephan; West, Robert
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Predicting cellular responses to complex perturbations in high-throughput screens
err2023-05-08
err52
errOAAI
errLotfollahi, Mohammad; Susmelj, Anna Klimovskaia; De Donno, Carlo; Hetzel, Leon; Ji, Yuge; Ibarra, Ignacio L.; Srivatsan, Sanjay R.; Naghipourfar, Mohsen; Daza, Riza M.; Martin, Beth; Shendure, Jay; McFaline-Figueroa, Jose L.; Boyeau, Pierre; Wolf, F. Alexander; Yakubova, Nafissa; Guennemann, Stephan; Trapnell, Cole; Lopez-Paz, David; Theis, Fabian J.
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ChatGPT for good? On opportunities and challenges of large language models for education
err2023-04-01
err1.4K
errOAAI
errKasneci, Enkelejda; Sessler, Kathrin; Kuechemann, Stefan; Bannert, Maria; Dementieva, Daryna; Fischer, Frank; Gasser, Urs; Groh, Georg; Guennemann, Stephan; Huellermeier, Eyke; Krusche, Stepha; Kutyniok, Gitta; Michaeli, Tilman; Nerdel, Claudia; Pfeffer, Juergen; Poquet, Oleksandra; Sailer, Michael; Schmidt, Albrecht; Seidel, Tina; Stadler, Matthias; Weller, Jochen; Kuhn, Jochen; Kasneci, Gjergji
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How robust are modern graph neural network potentials in long and hot molecular dynamics simulations?
err2022-11-01
err57
errOAAI
errStocker, Sina; Gasteiger, Johannes; Becker, Florian; Gunnemann, Stephan; Margraf, Johannes T.
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Robustness verification of ReLU networks via quadratic programming
err2022-03-16
err1
errOAAI
errKuvshinov, Aleksei; Gunnemann, Stephan
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Graph representation learning for single-cell biology
err2021-12-01
err26
errOAAI
errHetzel, Leon; Fischer, David S.; Guennemann, Stephan; Theis, Fabian J.
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Adversarial Attacks on Graph Neural Networks: Perturbations and their Patterns
err2020-06-21
err63
PREAI
errZuegner, Daniel; Borchert, Oliver; Akbarnejad, Amir; Guennemann, Stephan
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MultiClust special issue on discovering, summarizing and using multiple clusterings
err2014-05-31
err9
errOAAI
errMueller, Emmanuel; Assent, Ira; Guennemann, Stephan; Seidl, Thomas; Dy, Jennifer
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