Adversarial Attacks on Graph Neural Networks: Perturbations and their Patterns D Zügner, O Borchert, A Akbarnejad, S Günnemann ACM Transactions on Knowledge Discovery from Data (TKDD) 14 (5), 1-31, 2020 | 670 | 2020 |
Natural Posterior Network: Deep Bayesian Predictive Uncertainty for Exponential Family Distributions B Charpentier, O Borchert, D Zügner, S Geisler, S Günnemann International Conference on Learning Representations, 2022 | 63* | 2022 |
Adversarial attacks on graph neural networks: Perturbations and their patterns D Zugner, O Borchert, A Akbernejad, S Gunnemann ACM Trans. Knowledge Discov. Data, 2020 | 9 | 2020 |
Multi-objective model selection for time series forecasting O Borchert, D Salinas, V Flunkert, T Januschowski, S Günnemann arXiv preprint arXiv:2202.08485, 2022 | 6 | 2022 |
Intrinsic Anomaly Detection for Multi-Variate Time Series S Rabanser, T Januschowski, K Rasul, O Borchert, R Kurle, J Gasthaus, ... arXiv preprint arXiv:2206.14342, 2022 | 3 | 2022 |
Context-invariant, multi-variate time series representations S Rabanser, T Januschowski, K Rasul, O Borchert, R Kurle, J Gasthaus, ... | | |