Klaus-Robert Müller

Higher-Order Explanations of Graph Neural Networks via Relevant Walks

Thomas Schnake, Oliver Eberle, Jonas Lederer et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2021 · 255 citations · Full text

Computing, Computer Science, Artificial Intelligence +10

Immediate brain plasticity after one hour of brain–computer interface (BCI)

Till Nierhaus, Carmen Vidaurre, Claudia Sannelli et al. · The Journal of Physiology · 2019 · 78 citations · Full text

Life Sciences, Neurology, Neuroscience +17

Decoding pan-cancer treatment outcomes using multimodal real-world data and explainable artificial intelligence

Julius Keyl, Philipp Keyl, Grégoire Montavon et al. · Nature Cancer · 2025 · 52 citations · Full text

Computing, Biomedical Informatics, Oncology +17

Molecular Simulations with a Pretrained Neural Network and Universal Pairwise Force Fields

Adil Kabylda, J. Thorben Frank, Sergio Suarez Dou et al. · Journal of the American Chemical Society · 2025 · 49 citations · Full text

Natural Sciences, Biophysics, Chemistry +17

Fairwashing Explanations with Off-Manifold Detergent

Christopher J. Anders, Ann-Kathrin Dombrowski, Klaus-Robert Müller et al. · arXiv (Cornell University) · 2020 · 35 citations · Full text

Computing, Computer Science, Data Science +11