Stephan Günnemann - Publications, H-index & Citations

Stephan Günnemann

technical university of munich

50H指数

405论文数

1.5W被引数

收录论文 16

发表时间

Imagining Trajectories for Anomaly Detection in Reinforcement Learning from Images 从图像中强化学习的异常检测：想象轨迹

Machine Learning

IF2.9

2026-08-28

OAAI

Tom Haider; Karsten Roscher; Stephan Günnemann

Rethinking Link Prediction for Directed Graphs 重新思考有向图的链接预测

IEEE Transactions on Pattern Analysis and Machine Intelligence

IF18.6

2026-04-29

PREAI

Mingguo He; Yuhe Guo; Yanping Zheng; Zhewei Wei; Stephan Günnemann; Xiaokui Xiao

OneProt: Towards multi-modal protein foundation models via latent space alignment of sequence, structure, binding sites and text encoders OneProt：通过序列、结构、结合位点及文本编码器的潜在空间对齐，迈向多模态蛋白质基础模型

PLOS COMPUTATIONAL BIOLOGY

IF3.6

2025-11-14

PREAI

Floge, Klemens; Udayakumar, Srisruthi; Sommer, Johanna; Piraud, Marie; Kesselheim, Stefan; Fortuin, Vincent; Gunnemann, Stephan; van der Weg, Karel J.; Gohlke, Holger; Merdivan, Erinc; Bazarova, Alina

Evaluating the transferability of adversarial robustness to target domains 评估对抗鲁棒性在目标域中的可迁移性

KNOWLEDGE AND INFORMATION SYSTEMS

IF3.1

2025-01-25

OAAI

Kopetzki, Anna-Kathrin; Bojchevski, Aleksandar; Guennemann, Stephan

United States politicians' tone became more negative with 2016 primary campaigns

SCIENTIFIC REPORTS

IF3.9

2023-06-28

OAAI

Kuelz, Jonathan; Spitz, Andreas; Abu-Akel, Ahmad; Guennemann, Stephan; West, Robert

Predicting cellular responses to complex perturbations in high-throughput screens 在高通量筛选中预测细胞对复杂扰动的反应

MOLECULAR SYSTEMS BIOLOGY

IF7.7

2023-05-08

OAAI

Lotfollahi, 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.

ChatGPT for good? On opportunities and challenges of large language models for education ChatGPT好吗？论大语言模式对教育的机遇与挑战

LEARNING AND INDIVIDUAL DIFFERENCES

IF9

2023-04-01

1.4K

OAAI

Kasneci, 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

How robust are modern graph neural network potentials in long and hot molecular dynamics simulations?在长而热的分子动力学模拟中，现代图形神经网络的潜力有多强大？

MACHINE LEARNING-SCIENCE AND TECHNOLOGY

IF4.6

2022-11-01

OAAI

Stocker, Sina; Gasteiger, Johannes; Becker, Florian; Gunnemann, Stephan; Margraf, Johannes T.

Regional-scale prediction of pluvial and flash flood susceptible areas using tree-based classifiers 使用基于树的分类器对洪涝和山洪易感区进行区域尺度预测

JOURNAL OF HYDROLOGY

IF6.3

2022-09-01

PREAI

Kaiser, Maria; Guennemann, Stephan; Disse, Markus