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Nils Morten Kriege
Associate Professor, Faculty of Computer Science, Universität Vienna
Joined
September 2017
Names
Nils Morten Kriege
,
Nils M. Kriege
Emails
****@tu-dortmund.de
(Confirmed)
,
****@univie.ac.at
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
Career & Education History
Associate Professor
Faculty of Computer Science,
Universität Vienna
(univie.ac.at)
2023
–
Present
Assistant Professor
Faculty of Computer Science,
University of Vienna
(univie.ac.at)
2020
–
2023
Postdoc
Department of Computer Science,
TU Dortmund
(tu-dortmund.de)
2015
–
2020
PhD student
Department of Computer Science,
TU Dortmund
(tu-dortmund.de)
2010
–
2015
Advisors, Relations & Conflicts
PhD Advisee
Anatol Ehrlich
2024
–
Present
Coauthor
Samir Moustafa
2023
–
Present
PhD Advisee
Lorenz Kummer
2022
–
Present
PhD Advisee
Tinatini Buturishvili
2021
–
Present
PhD Advisee
Franka Bause
2020
–
Present
Coworker
Wilfried N. Gansterer
2020
–
Present
Coauthor
Johannes Langguth
2022
–
2024
PhD Advisee
Ghaith Mqawass
2022
–
2024
Coauthor
David B. Blumenthal
2021
–
2023
Coauthor
Lutz Oettershagen
2019
–
2023
Coauthor
Christopher Morris
2016
–
2023
Coauthor
Erich Schubert
2021
–
2022
Coauthor
Matthias Fey
2018
–
2021
Coauthor
Sven Rahmann
2018
–
2020
Coauthor
Fredrik D. Johansson
2018
–
2020
Coauthor
Marion Neumann
2016
–
2020
Coauthor
Richard Wilson
2015
–
2019
Coauthor
Christian Sohler
2017
–
2018
PhD Advisor
Kristian Kersting
2014
–
2015
PhD Advisor
Petra Mutzel
2010
–
2015
Expertise
graph matching
2018
–
Present
graph algorithms
,
complexity theory
,
combinatorial optimization
2010
–
Present
graph kernels
,
graph mining
,
graph learning
,
graph neural networks
2010
–
Present
Publications
Crossfire: An Elastic Defense Framework for Graph Neural Networks Under Bit Flip Attacks
Lorenz Kummer
,
Samir Moustafa
,
Wilfried N. Gansterer
,
Nils Morten Kriege
Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence and Thirty-Seventh Conference on Innovative Applications of Artificial Intelligence and Fifteenth Symposium on Educational Advances in Artificial Intelligence
Readers:
Everyone
XIMP: Cross Graph Inter-Message Passing for Molecular Property Prediction
Anatol Ehrlich
,
Lorenz Kummer
,
Vojtech Voracek
,
Franka Bause
,
Nils Morten Kriege
Submitted to ICLR 2026
Readers:
Everyone
Weisfeiler and Leman Go Gambling: Why Expressive Lottery Tickets Win
Lorenz Kummer
,
Samir Moustafa
,
Anatol Ehrlich
,
Franka Bause
,
Nikolaus Suess
,
Wilfried N. Gansterer
,
Nils Morten Kriege
ICML 2025 poster
Readers:
Everyone
Crossfire: An Elastic Defense Framework for Graph Neural Networks Under Bit Flip Attacks
Lorenz Kummer
,
Samir Moustafa
,
Wilfried N. Gansterer
,
Nils M. Kriege
CoRR 2025
Readers:
Everyone
Crossfire: An Elastic Defense Framework for Graph Neural Networks Under Bit Flip Attacks
Lorenz Kummer
,
Samir Moustafa
,
Wilfried N. Gansterer
,
Nils Morten Kriege
AAAI 2025
Readers:
Everyone
On the Relationship Between Robustness and Expressivity of Graph Neural Networks
Lorenz Kummer
,
Wilfried N. Gansterer
,
Nils Morten Kriege
AISTATS 2025 Poster
Readers:
Everyone
Preventing Representational Rank Collapse in MPNNs by Splitting the Computational Graph
Andreas Roth
,
Franka Bause
,
Nils Morten Kriege
,
Thomas Liebig
LoG 2024 Poster
Readers:
Everyone
Maximally Expressive GNNs for Outerplanar Graphs
Franka Bause
,
Fabian Jogl
,
Patrick Indri
,
Tamara Drucks
,
David Penz
,
Nils Morten Kriege
,
Thomas Gärtner
,
Pascal Welke
,
Maximilian Thiessen
Accepted by TMLR
Readers:
Everyone
Permutation Tree Invariant Neural Architectures
Johannes Urban
,
Sebastian Tschiatschek
,
Nils Morten Kriege
ICML 2024 Workshop GRaM
Readers:
Everyone
Approximating the Graph Edit Distance with Compact Neighborhood Representations
Franka Bause
,
Christian Permann
,
Nils M. Kriege
ECML/PKDD (5) 2024
Readers:
Everyone
View all 107 publications
Co-Authors
Alexander Nover
Anatol Ehrlich
Andre Droschinsky
Andreas Roth
Anja Rey
Bastian Rieck
Bernhard Heinemann
Bianca K. Stöcker
Christian Permann
Christian Schulz
Christian Sohler
Christine Dahn
Christopher Morris
Claude Jordan
Darren Strash
David B. Blumenthal
David Penz
Denis Fisseler
Erich Schubert
Fabian Jogl
Florian Kurpicz
Frank Weichert
Franka Bause
Fredrik D. Johansson
Haggai Maron
View all 71 co-authors