Daniel Zügner - Concepedia

Concepedia

Author

Daniel Zügner

Technical University of Munich ORCID

Also Known As

Daniel Zügner, Z\"ugner, Daniel, Zügner, Daniel

41

Publications

2.7K

Citations

16

H-Index

84

Concepts

All Affiliations

Technical University of Munich Microsoft (Netherlands)Microsoft (Germany)

DZ

About

Daniel Zügner is an author at Technical University of Munich specializing in engineering, deep learning, and computer science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	14	19	2.4K
2	Management	4	4	97
3	Natural Sciences	2	2	144
4	Language Studies	1	1	63
5	Applied Physics	1	1	68

Daniel Zügner

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22

Publications

2.7K

Citations

16

H-Index

	Year	Citations
Adversarial Attacks on Neural Networks for Graph Data Daniel Zügner, Amir Akbarnejad, Stephan Günnemann Graph Neural NetworkEngineeringGraph TheoryMachine LearningData Science	2018	958
Adversarial Attacks on Graph Neural Networks via Meta Learning Daniel Zügner, Stephan Günnemann arXiv (Cornell University) Graph Neural NetworkGraph Representation LearningGraph TheoryMachine LearningData Science	2019	368
Adversarial Attacks on Neural Networks for Graph Data Daniel Zügner, Amir Akbarnejad, Stephan Günnemann Graph Neural NetworkGraph Representation LearningGraph TheoryMachine LearningData Science	2019	286
A generative model for inorganic materials design Claudio Zeni, Robert Pinsler, Daniel Zügner, Nature	2025	260
NetGAN: Generating Graphs via Random Walks Aleksandar Bojchevski, Oleksandr Shchur, Daniel Zügner, arXiv (Cornell University) Model DefinitionGraph Neural NetworkNetwork ScienceRandom WalksGraph Theory	2018	151
Adversarial Attacks on Graph Neural Networks Daniel Zügner, Oliver Borchert, Amir Akbarnejad, ACM Transactions on Knowledge Discovery from Data Graph Neural NetworksGraph Representation LearningGraph TheoryMachine LearningData Science	2020	96
Two for One: Diffusion Models and Force Fields for Coarse-Grained Molecular Dynamics Marloes Arts, Victor García Satorras, Chin‐Wei Huang, Journal of Chemical Theory and Computation Biophysical ModelingCg Force FieldEngineeringMolecular BiologyComputational Chemistry	2023	76
MatterGen: a generative model for inorganic materials design Claudio Zeni, Robert Pinsler, Daniel Zügner, arXiv (Cornell University) Magnetic PropertiesEngineeringBottom-up SynthesisMaterial SimulationMaterial Innovation	2023	68
MatterSim: A Deep Learning Atomistic Model Across Elements, Temperatures and Pressures Han Yang, Chenxi Hu, Yichi Zhou, arXiv (Cornell University) EngineeringMachine Learning ToolMaterial SimulationComputational ChemistryDeep Learning Model	2024	68
Language-Agnostic Representation Learning of Source Code from Structure and Context Daniel Zügner, Tobias Kirschstein, Michele Catasta, arXiv (Cornell University) EngineeringSource Code AnalysisSoftware AnalysisCorpus LinguisticsText Mining	2021	63

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