Daniel Zügner
Title
Cited by
Cited by
Year
Adversarial attacks on neural networks for graph data
D Zügner, A Akbarnejad, S Günnemann
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018
1932018
Netgan: Generating graphs via random walks
A Bojchevski, O Shchur, D Zügner, S Günnemann
arXiv preprint arXiv:1803.00816, 2018
1282018
Adversarial attacks on graph neural networks via meta learning
D Zügner, S Günnemann
arXiv preprint arXiv:1902.08412, 2019
722019
Certifiable robustness and robust training for graph convolutional networks
D Zügner, S Günnemann
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019
322019
Pushing the limits of RFID: empowering RFID-based electronic article surveillance with data analytics techniques
M Hauser, D Zügner, C Flath, F Thiesse
152015
Certifiable robustness of graph convolutional networks under structure perturbations
D Zügner, S Günnemann
Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020
12020
Group Centrality Maximization for Large-scale Graphs
E Angriman, A van der Grinten, A Bojchevski, D Zügner, S Günnemann, ...
2020 Proceedings of the Twenty-Second Workshop on Algorithm Engineering and …, 2020
12020
Adversarial Attacks on Graph Neural Networks: Perturbations and their Patterns
D Zügner, O Borchert, A Akbarnejad, S Guennemann
ACM Transactions on Knowledge Discovery from Data (TKDD) 14 (5), 1-31, 2020
2020
Posterior Network: Uncertainty Estimation without OOD Samples via Density-Based Pseudo-Counts
B Charpentier, D Zügner, S Günnemann
arXiv preprint arXiv:2006.09239, 2020
2020
Oktoberfest Food Dataset
A Ziller, J Hansjakob, V Rusinov, D Zügner, P Vogel, S Günnemann
arXiv preprint arXiv:1912.05007, 2019
2019
Adversarial Attacks on Graph Neural Networks
D Zügner, A Akbarnejad, S Günnemann
INFORMATIK 2019: 50 Jahre Gesellschaft für Informatik–Informatik für …, 2019
2019
Generative Adversarial Networks for Graphs
D Zügner
Universität Hamburg, 2017
2017
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Articles 1–12