Nils M. Kriege

98 papers A* 15A 3B 9C 2Journal 53Unranked 12
YearRankTypeTitle / Venue / Authors
2026 A* conf
Spectral Basis Learning for Expressive Graph Neural Networks in Link Prediction.
AAAI
Niloofar Azizi, Nils M. Kriege, Nicholas J. A. Harvey, Horst Bischof
2026 J jnl
XIMP: Cross Graph Inter-Message Passing for Molecular Property Prediction.
CoRR
Anatol Ehrlich, Lorenz Kummer, Václav Vorácek, Franka Bause, Nils M. Kriege
2025 J jnl
Crossfire: An Elastic Defense Framework for Graph Neural Networks Under Bit Flip Attacks.
CoRR
Lorenz Kummer, Samir Moustafa, Wilfried N. Gansterer, Nils M. Kriege
2025 A* conf
Efficient Mixed Precision Quantization in Graph Neural Networks.
ICDE
Samir Moustafa, Nils M. Kriege, Wilfried N. Gansterer
2025 J jnl
Efficient Mixed Precision Quantization in Graph Neural Networks.
CoRR
Samir Moustafa, Nils M. Kriege, Wilfried N. Gansterer
2025 J jnl
On the Relationship Between Robustness and Expressivity of Graph Neural Networks.
CoRR
Lorenz Kummer, Wilfried N. Gansterer, Nils M. Kriege
2025 A* conf
Sc-GRIP: a Graph Convolutional Approach to Infer Gene Interaction Polarity from Single-Cell Data.
ICDM
Carolina E. Atria, Yitao Cai, Pascal Weber, Anna Beer, Nils M. Kriege, Christian Boehm, Roger Revilla-i-Domingo, Claudia Plant
2025 — conf
Visualization and Analysis of the Loss Landscape in Graph Neural Networks.
ICANN (5)
Samir Moustafa, Lorenz Kummer, Simon Fetzel, Nils M. Kriege, Wilfried N. Gansterer
2025 J jnl
Visualization and Analysis of the Loss Landscape in Graph Neural Networks.
CoRR
Samir Moustafa, Lorenz Kummer, Simon Fetzel, Nils M. Kriege, Wilfried N. Gansterer
2025 J jnl
Weisfeiler and Leman Go Gambling: Why Expressive Lottery Tickets Win.
CoRR
Lorenz Kummer, Samir Moustafa, Anatol Ehrlich, Franka Bause, Nikolaus Süss, Wilfried N. Gansterer, Nils M. Kriege
2024 — conf
Approximating the Graph Edit Distance with Compact Neighborhood Representations.
ECML/PKDD (5)
Franka Bause, Christian Permann, Nils M. Kriege
2024 A* conf
Attacking Graph Neural Networks with Bit Flips: Weisfeiler and Leman Go Indifferent.
KDD
Lorenz Kummer, Samir Moustafa, Sebastian Schrittwieser, Wilfried N. Gansterer, Nils M. Kriege
2024 J jnl
Enhanced Expressivity in Graph Neural Networks with Lanczos-Based Linear Constraints.
CoRR
Niloofar Azizi, Nils M. Kriege, Horst Bischof
2024 — conf
On the Two Sides of Redundancy in Graph Neural Networks.
ECML/PKDD (6)
Franka Bause, Samir Moustafa, Johannes Langguth, Wilfried N. Gansterer, Nils M. Kriege
2024 J jnl
Preventing Representational Rank Collapse in MPNNs by Splitting the Computational Graph.
CoRR
Andreas Roth, Franka Bause, Nils M. Kriege, Thomas Liebig
2023 A* conf
A Higher-Order Temporal H-Index for Evolving Networks.
KDD
Lutz Oettershagen, Nils M. Kriege, Petra Mutzel
2023 J jnl
A Higher-Order Temporal H-Index for Evolving Networks.
CoRR
Lutz Oettershagen, Nils M. Kriege, Petra Mutzel
2023 A conf
A Temporal Graphlet Kernel For Classifying Dissemination in Evolving Networks.
SDM
Lutz Oettershagen, Nils M. Kriege, Claude Jordan, Petra Mutzel
2023 J jnl
Approximating the Graph Edit Distance with Compact Neighborhood Representations.
CoRR
Franka Bause, Christian Permann, Nils M. Kriege
2023 J jnl
Attacking Graph Neural Networks with Bit Flips: Weisfeiler and Lehman Go Indifferent.
CoRR
Lorenz Kummer, Samir Moustafa, Nils M. Kriege, Wilfried N. Gansterer
2023 J jnl
Improved Exact and Heuristic Algorithms for Maximum Weight Clique.
CoRR
Roman Erhardt, Kathrin Hanauer, Nils M. Kriege, Christian Schulz, Darren Strash
2023 J jnl
Non-Redundant Graph Neural Networks with Improved Expressiveness.
CoRR
Franka Bause, Samir Moustafa, Johannes Langguth, Wilfried N. Gansterer, Nils M. Kriege
2023 J jnl
Weisfeiler and Leman go Machine Learning: The Story so far.
J. Mach. Learn. Res.
Christopher Morris, Yaron Lipman, Haggai Maron, Bastian Rieck, Nils M. Kriege, Martin Grohe, Matthias Fey, Karsten M. Borgwardt
2022 J jnl
A Temporal Graphlet Kernel for Classifying Dissemination in Evolving Networks.
CoRR
Lutz Oettershagen, Nils M. Kriege, Claude Jordan, Petra Mutzel
2022 J jnl
EmbAssi: embedding assignment costs for similarity search in large graph databases.
Data Min. Knowl. Discov.
Franka Bause, Erich Schubert, Nils M. Kriege
2022 J jnl
Gradual Weisfeiler-Leman: Slow and Steady Wins the Race.
CoRR
Franka Bause, Nils M. Kriege
2022 — ch.
Graph-Based Methods for Rational Drug Design.
Algorithms for Big Data
Andre Droschinsky, Lina Humbeck, Oliver Koch, Nils M. Kriege, Petra Mutzel, Till Schäfer
2022 — ch.
Protein Complex Similarity.
Mach. Learn. under Resour. Constraints Vol. 3 (3)
Bianca K. Stöcker, Till Schäfer, Petra Mutzel, Johannes Köster, Nils M. Kriege, Sven Rahmann
2022 A* conf
Temporal Walk Centrality: Ranking Nodes in Evolving Networks.
WWW
Lutz Oettershagen, Petra Mutzel, Nils M. Kriege
2022 J jnl
Temporal Walk Centrality: Ranking Nodes in Evolving Networks.
CoRR
Lutz Oettershagen, Petra Mutzel, Nils M. Kriege
2022 — ch.
The Weisfeiler-Leman Method for Machine Learning with Graphs.
Mach. Learn. under Resour. Constraints Vol. 1 (1)
Nils M. Kriege, Christopher Morris
2022 A* conf
Weisfeiler and Leman Go Walking: Random Walk Kernels Revisited.
NeurIPS
Nils M. Kriege
2022 J jnl
Weisfeiler and Leman Go Walking: Random Walk Kernels Revisited.
CoRR
Nils M. Kriege
2021 J jnl
EmbAssi: Embedding Assignment Costs for Similarity Search in Large Graph Databases.
CoRR
Franka Bause, Erich Schubert, Nils M. Kriege
2021 J jnl
Fixed-parameter algorithms for the weighted Max-Cut problem on embedded 1-planar graphs.
Theor. Comput. Sci.
Christine Dahn, Nils M. Kriege, Petra Mutzel, Julian Schilling
2021 B conf
Metric Indexing for Graph Similarity Search.
SISAP
Franka Bause, David B. Blumenthal, Erich Schubert, Nils M. Kriege
2021 J jnl
Metric Indexing for Graph Similarity Search.
CoRR
Franka Bause, David B. Blumenthal, Erich Schubert, Nils M. Kriege
2021 B ed.
Similarity Search and Applications - 14th International Conference, SISAP 2021, Dortmund, Germany, September 29 - October 1, 2021, Proceedings
SISAP
Nora Reyes, Richard Connor, Nils M. Kriege, Daniyal Kazempour, Ilaria Bartolini, Erich Schubert, Jian-Jia Chen
2021 A* conf
The Power of the Weisfeiler-Leman Algorithm for Machine Learning with Graphs.
IJCAI
Christopher Morris, Matthias Fey, Nils M. Kriege
2021 J jnl
The Power of the Weisfeiler-Leman Algorithm for Machine Learning with Graphs.
CoRR
Christopher Morris, Matthias Fey, Nils M. Kriege
2021 J jnl
Weisfeiler and Leman go Machine Learning: The Story so far.
CoRR
Christopher Morris, Yaron Lipman, Haggai Maron, Bastian Rieck, Nils M. Kriege, Martin Grohe, Matthias Fey, Karsten M. Borgwardt
2020 J jnl
A survey on graph kernels.
Appl. Netw. Sci.
Nils M. Kriege, Fredrik D. Johansson, Christopher Morris
2020 J jnl
Classifying Dissemination Processes in Temporal Graphs.
Big Data
Lutz Oettershagen, Nils M. Kriege, Christopher Morris, Petra Mutzel
2020 A* conf
Deep Graph Matching Consensus.
ICLR
Matthias Fey, Jan Eric Lenssen, Christopher Morris, Jonathan Masci, Nils M. Kriege
2020 J jnl
Deep Graph Matching Consensus.
CoRR
Matthias Fey, Jan Eric Lenssen, Christopher Morris, Jonathan Masci, Nils M. Kriege
2020 J jnl
Maximum Cut Parameterized by Crossing Number.
J. Graph Algorithms Appl.
Markus Chimani, Christine Dahn, Martina Juhnke-Kubitzke, Nils M. Kriege, Petra Mutzel, Alexander Nover
2020 J jnl
TUDataset: A collection of benchmark datasets for learning with graphs.
CoRR
Christopher Morris, Nils M. Kriege, Franka Bause, Kristian Kersting, Petra Mutzel, Marion Neumann
2020 A conf
Temporal Graph Kernels for Classifying Dissemination Processes.
SDM
Lutz Oettershagen, Nils M. Kriege, Christopher Morris, Petra Mutzel
2019 J jnl
A General Purpose Algorithm for Counting Simple Cycles and Simple Paths of Any Length.
Algorithmica
Pierre-Louis Giscard, Nils M. Kriege, Richard C. Wilson
2019 J jnl
A Survey on Graph Kernels.
CoRR
Nils M. Kriege, Fredrik D. Johansson, Christopher Morris
2019 J jnl
A unifying view of explicit and implicit feature maps of graph kernels.
Data Min. Knowl. Discov.
Nils M. Kriege, Marion Neumann, Christopher Morris, Kristian Kersting, Petra Mutzel
2019 — ch.
Chemical Similarity and Substructure Searches.
Encyclopedia of Bioinformatics and Computational Biology (2)
Oliver Koch, Nils M. Kriege, Lina Humbeck
2019 A* conf
Computing Optimal Assignments in Linear Time for Approximate Graph Matching.
ICDM
Nils M. Kriege, Pierre-Louis Giscard, Franka Bause, Richard C. Wilson
2019 J jnl
Computing Optimal Assignments in Linear Time for Graph Matching.
CoRR
Nils M. Kriege, Pierre-Louis Giscard, Franka Bause, Richard C. Wilson
2019 J jnl
Deep Weisfeiler-Lehman Assignment Kernels via Multiple Kernel Learning.
CoRR
Nils M. Kriege
2019 B conf
Deep Weisfeiler-Lehman assignment kernels via multiple kernel learning.
ESANN
Nils M. Kriege
2019 J jnl
Maximum Cut Parameterized by Crossing Number.
CoRR
Markus Chimani, Christine Dahn, Martina Juhnke-Kubitzke, Nils M. Kriege, Petra Mutzel, Alexander Nover
2019 B conf
Protein Complex Similarity Based on Weisfeiler-Lehman Labeling.
SISAP
Bianca K. Stöcker, Till Schäfer, Petra Mutzel, Johannes Köster, Nils M. Kriege, Sven Rahmann
2019 J jnl
Temporal Graph Kernels for Classifying Dissemination Processes.
CoRR
Lutz Oettershagen, Nils M. Kriege, Christopher Morris, Petra Mutzel
2018 C conf
A Fixed-Parameter Algorithm for the Max-Cut Problem on Embedded 1-Planar Graphs.
IWOCA
Christine Dahn, Nils M. Kriege, Petra Mutzel
2018 J jnl
A Fixed-Parameter Algorithm for the Max-Cut Problem on Embedded 1-Planar Graphs.
CoRR
Christine Dahn, Nils M. Kriege, Petra Mutzel
2018 A* conf
A Property Testing Framework for the Theoretical Expressivity of Graph Kernels.
IJCAI
Nils M. Kriege, Christopher Morris, Anja Rey, Christian Sohler
2018 J jnl
A note on block-and-bridge preserving maximum common subgraph algorithms for outerplanar graphs.
CoRR
Nils M. Kriege, Andre Droschinsky, Petra Mutzel
2018 J jnl
A note on block-and-bridge preserving maximum common subgraph algorithms for outerplanar graphs.
J. Graph Algorithms Appl.
Nils M. Kriege, Andre Droschinsky, Petra Mutzel
2018 J jnl
Fixed-Parameter Algorithms for the Weighted Max-Cut Problem on Embedded 1-Planar Graphs.
CoRR
Christine Dahn, Nils M. Kriege, Petra Mutzel, Julian Schilling
2018 B conf
Largest Weight Common Subtree Embeddings with Distance Penalties.
MFCS
Andre Droschinsky, Nils M. Kriege, Petra Mutzel
2018 J jnl
Largest Weight Common Subtree Embeddings with Distance Penalties.
CoRR
Andre Droschinsky, Nils M. Kriege, Petra Mutzel
2018 J jnl
On maximum common subgraph problems in series-parallel graphs.
Eur. J. Comb.
Nils M. Kriege, Florian Kurpicz, Petra Mutzel
2018 — conf
Recognizing Cuneiform Signs Using Graph Based Methods.
COST@SDM
Nils M. Kriege, Matthias Fey, Denis Fisseler, Petra Mutzel, Frank Weichert
2018 J jnl
Recognizing Cuneiform Signs Using Graph Based Methods.
CoRR
Nils M. Kriege, Matthias Fey, Denis Fisseler, Petra Mutzel, Frank Weichert
2017 J jnl
A Unifying View of Explicit and Implicit Feature Maps for Structured Data: Systematic Studies of Graph Kernels.
CoRR
Nils M. Kriege, Marion Neumann, Christopher Morris, Kristian Kersting, Petra Mutzel
2017 B conf
Finding Largest Common Substructures of Molecules in Quadratic Time.
SOFSEM
Andre Droschinsky, Nils M. Kriege, Petra Mutzel
2017 J jnl
On Maximum Common Subgraph Problems in Series-Parallel Graphs.
CoRR
Nils M. Kriege, Florian Kurpicz, Petra Mutzel
2017 — conf
Recent Advances in Kernel-Based Graph Classification.
ECML/PKDD (3)
Nils M. Kriege, Christopher Morris
2017 J jnl
Scaffold Hunter: a comprehensive visual analytics framework for drug discovery.
J. Cheminformatics
Till Schäfer, Nils M. Kriege, Lina Humbeck, Karsten Klein, Oliver Koch, Petra Mutzel
2016 J jnl
A general purpose algorithm for counting simple cycles and simple paths of any length.
CoRR
Pierre-Louis Giscard, Nils M. Kriege, Richard C. Wilson
2016 B conf
Faster Algorithms for the Maximum Common Subtree Isomorphism Problem.
MFCS
Andre Droschinsky, Nils M. Kriege, Petra Mutzel
2016 J jnl
Faster Algorithms for the Maximum Common Subtree Isomorphism Problem.
CoRR
Andre Droschinsky, Nils M. Kriege, Petra Mutzel
2016 A* conf
Faster Kernels for Graphs with Continuous Attributes via Hashing.
ICDM
Christopher Morris, Nils M. Kriege, Kristian Kersting, Petra Mutzel
2016 J jnl
Faster Kernels for Graphs with Continuous Attributes via Hashing.
CoRR
Christopher Morris, Nils M. Kriege, Kristian Kersting, Petra Mutzel
2016 J jnl
Finding Largest Common Substructures of Molecules in Quadratic Time.
CoRR
Andre Droschinsky, Nils M. Kriege, Petra Mutzel
2016 — conf
On Valid Optimal Assignment Kernels and Applications to Graph Classification.
NIPS
Nils M. Kriege, Pierre-Louis Giscard, Richard C. Wilson
2016 J jnl
On Valid Optimal Assignment Kernels and Applications to Graph Classification.
CoRR
Nils M. Kriege, Pierre-Louis Giscard, Richard C. Wilson
2014 B conf
Enumeration of Maximum Common Subtree Isomorphisms with Polynomial-Delay.
ISAAC
Andre Droschinsky, Bernhard Heinemann, Nils M. Kriege, Petra Mutzel
2014 A* conf
Explicit Versus Implicit Graph Feature Maps: A Computational Phase Transition for Walk Kernels.
ICDM
Nils M. Kriege, Marion Neumann, Kristian Kersting, Petra Mutzel
2014 — conf
Finding Maximum Common Biconnected Subgraphs in Series-Parallel Graphs.
MFCS (2)
Nils M. Kriege, Petra Mutzel
2014 C conf
On Maximum Common Subgraph Problems in Series-Parallel Graphs.
IWOCA
Nils M. Kriege, Florian Kurpicz, Petra Mutzel
2014 J jnl
Practical SAHN Clustering for Very Large Data Sets and Expensive Distance Metrics.
J. Graph Algorithms Appl.
Nils M. Kriege, Petra Mutzel, Till Schäfer
2014 B conf
SAHN Clustering in Arbitrary Metric Spaces Using Heuristic Nearest Neighbor Search.
WALCOM
Nils M. Kriege, Petra Mutzel, Till Schäfer
2014 J jnl
Scaffold hunter: visual analysis of biological activity data.
J. Cheminformatics
Karsten Klein, Oliver Koch, Nils M. Kriege, Petra Mutzel, Till Schäfer
2013 — conf
MolMap - Visualizing Molecule Libraries as Topographic Maps.
GRAPP/IVAPP
Martin Gronemann, Michael Jünger, Nils M. Kriege, Petra Mutzel
2013 — conf
The Landscape Metaphor for Visualization of Molecular Similarities.
VISIGRAPP (Selected Papers)
Martin Gronemann, Michael Jünger, Nils M. Kriege, Petra Mutzel
2012 — conf
Designing q-Unique DNA Sequences with Integer Linear Programs and Euler Tours in De Bruijn Graphs.
GCB
Marianna D'Addario, Nils M. Kriege, Sven Rahmann
2012 — conf
Scaffold Hunter - Visual Analysis of Chemical Compound Databases.
GRAPP/IVAPP
Karsten Klein, Nils M. Kriege, Petra Mutzel
2012 — conf
Scaffold Hunter: Facilitating Drug Discovery by Visual Analysis of Chemical Space.
VISIGRAPP (Selected Papers)
Karsten Klein, Nils M. Kriege, Petra Mutzel
2012 A* conf
Subgraph Matching Kernels for Attributed Graphs.
ICML
Nils M. Kriege, Petra Mutzel
2011 A* conf
CT-index: Fingerprint-based graph indexing combining cycles and trees.
ICDE
Karsten Klein, Nils M. Kriege, Petra Mutzel
2009 A conf
Scaffold Hunter - Interactive Exploration of Chemical Space.
GD
Karsten Klein, Nils M. Kriege, Petra Mutzel, Herbert Waldmann, Stefan Wetzel