Zügner, Daniel;Akbarnejad, Amir;Günnemann, StephanAdversarial Attacks on Neural Networks for Graph DataProceedings of the Twenty-Eighth International Joint Conference on Artificial IntelligenceInternational Joint Conferences on Artificial Intelligence Organization2019
Zügner, Daniel;Akbarnejad, Amir;Günnemann, StephanAdversarial Attacks on Neural Networks for Graph DataProceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining - KDD '18ACM Press2018
Shalaby, Marawan;Stutzki, Jan;Schubert, Matthias;Günnemann, StephanAn LSTM Approach to Patent Classification based on Fixed Hierarchy VectorsProceedings of the 2018 SIAM International Conference on Data MiningSociety for Industrial and Applied Mathematics2018
Then, Manuel;Kersten, Timo;Günnemann, Stephan;Kemper, Alfons;Neumann, ThomasAutomatic algorithm transformation for efficient multi-snapshot analytics on temporal graphsProceedings of the VLDB Endowment2017108877-888
Bojchevski, Aleksandar; Günnemann, Stephan Bayesian Robust Attributed Graph Clustering: Joint Learning of Partial Anomalies and Group Structure2738-2745AAAI Conference on Artificial Intelligence2018
A. Bojchevski, and S. GünnemannBayesian robust attributed graph clustering: joint learning of partial anomalies and group structure,AAAI Conf. Artificial Intelligence2017
Zügner, Daniel;Günnemann, StephanCertifiable Robustness and Robust Training for Graph Convolutional NetworksProceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining - KDD '19ACM Press2019
Bojchevski, Aleksandar; Günnemann, Stephan Deep Gaussian Embedding of Graphs: Unsupervised Inductive Learning via Ranking1–13International Conference on Learning Representations2018
Hubig, Nina;Fengler, Philip;Züfle, Andreas;Yang, Ruixin;Günnemann, StephanDetection and Prediction of Natural Hazards Using Large-Scale Environmental DataAdvances in Spatial and Temporal DatabasesSpringer International Publishing2017
Mrowca, Artur;Moser, Barbara;Günnemann, StephanDiscovering Groups of Signals in In-Vehicle Network Traces for Redundancy Detection and Functional GroupingMachine Learning and Knowledge Discovery in DatabasesSpringer International Publishing2019