Daniel Zügner

Adversarial Attacks on Neural Networks for Graph Data

Daniel Zügner, Amir Akbarnejad, Stephan Günnemann · 2018 · 958 citations · Full text

Graph Neural Network, Engineering, Graph Theory +13

Adversarial Attacks on Graph Neural Networks via Meta Learning

Daniel Zügner, Stephan Günnemann · arXiv (Cornell University) · 2019 · 368 citations · Full text

Graph Neural Network, Graph Representation Learning, Graph Theory +14

Adversarial Attacks on Neural Networks for Graph Data

Daniel Zügner, Amir Akbarnejad, Stephan Günnemann · 2019 · 286 citations · Full text

Graph Neural Network, Graph Representation Learning, Graph Theory +14

A generative model for inorganic materials design

Claudio Zeni, Robert Pinsler, Daniel Zügner et al. · Nature · 2025 · 260 citations · Full text

NetGAN: Generating Graphs via Random Walks

Aleksandar Bojchevski, Oleksandr Shchur, Daniel Zügner et al. · arXiv (Cornell University) · 2018 · 151 citations · Full text

Model Definition, Graph Neural Network, Network Science +15