Daniel Zügner

Postdoc, Microsoft

Joined

October 2017

Names

Daniel Zügner

Emails

****@gmail.com (Confirmed)

****@in.tum.de (Confirmed)

****@microsoft.com (Confirmed)

****@tum.de (Confirmed)

Personal Links

DBLP

Career & Education History

Postdoc

Microsoft (microsoft.com)

2022 – Present

PhD student

Technical University Munich (tum.de)

2017 – 2022

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Expected Probabilistic Hierarchies
Marcel Kollovieh, Bertrand Charpentier, Daniel Zügner, Stephan Günnemann
- NeurIPS 2024 poster
- Readers: Everyone
Expected Probabilistic Hierarchies
Marcel Kollovieh, Bertrand Charpentier, Daniel Zügner, Stephan Günnemann
- Submitted to ICLR 2024
- Readers: Everyone
Adversarial Training for Graph Neural Networks: Pitfalls, Solutions, and New Directions
Lukas Gosch, Simon Geisler, Daniel Sturm, Bertrand Charpentier, Daniel Zügner, Stephan Günnemann
- NeurIPS 2023 poster
- Readers: Everyone
Training Differentially Private Graph Neural Networks with Random Walk Sampling
Morgane Ayle, Jan Schuchardt, Lukas Gosch, Daniel Zügner, Stephan Günnemann
- Published: 21 Nov 2022, Last Modified: 05 May 2023
- TSRML2022
- Readers: Everyone
Expected Probabilistic Hierarchies
Marcel Kollovieh, Bertrand Charpentier, Daniel Zügner, Stephan Günnemann
- Published: 01 Feb 2023, Last Modified: 13 Feb 2023
- Submitted to ICLR 2023
- Readers: Everyone
End-to-End Learning of Probabilistic Hierarchies on Graphs
Daniel Zügner, Bertrand Charpentier, Morgane Ayle, Sascha Geringer, Stephan Günnemann
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Poster
- Readers: Everyone
Natural Posterior Network: Deep Bayesian Predictive Uncertainty for Exponential Family Distributions
Bertrand Charpentier, Oliver Borchert, Daniel Zügner, Simon Geisler, Stephan Günnemann
- Published: 28 Jan 2022, Last Modified: 12 Oct 2025
- ICLR 2022 Spotlight
- Readers: Everyone
Graph Posterior Network: Bayesian Predictive Uncertainty for Node Classification
Maximilian Stadler, Bertrand Charpentier, Simon Geisler, Daniel Zügner, Stephan Günnemann
- Published: 09 Nov 2021, Last Modified: 26 May 2025
- NeurIPS 2021 Poster
- Readers: Everyone
Robustness of Graph Neural Networks at Scale
Simon Geisler, Tobias Schmidt, Hakan Şirin, Daniel Zügner, Aleksandar Bojchevski, Stephan Günnemann
- Published: 09 Nov 2021, Last Modified: 26 May 2025
- NeurIPS 2021 Poster
- Readers: Everyone
Language-Agnostic Representation Learning of Source Code from Structure and Context
Daniel Zügner, Tobias Kirschstein, Michele Catasta, Jure Leskovec, Stephan Günnemann
- Published: 12 Jan 2021, Last Modified: 12 Oct 2025
- ICLR 2021 Poster
- Readers: Everyone

View all 24 publications

Co-Authors

View all 27 co-authors