Nils M. Kriege

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Petra MutzelProfessorin für Informatik, Universität BonnVerified email at cs.uni-bonn.de
Christopher MorrisRWTH Aachen UniversityVerified email at cs.rwth-aachen.de
Franka BauseUniversity of ViennaVerified email at univie.ac.at
Kristian KerstingProfessor of AI & ML, TU Darmstadt, Co-Director hessian.ai, DFKI, Germany, CLAIRE & ELLISVerified email at cs.tu-darmstadt.de
Marion NeumannWashington University in St. LouisVerified email at wustl.edu
Karsten KleinUniversity of Konstanz, GermanyVerified email at uni-konstanz.de
Matthias FeyFounding Engineer @ kumo.aiVerified email at tu-dortmund.de
Richard C WilsonDepartment of Computer Science, University of YorkVerified email at york.ac.uk
Pierre-Louis GiscardLecturer, Université du Littoral Côte d'OpaleVerified email at univ-littoral.fr
Andre DroschinskyTU Dortmund UniversityVerified email at tu-dortmund.de
Lutz OettershagenLecturer (Assistant Professor) at University of LiverpoolVerified email at liverpool.ac.uk
Fredrik D. JohanssonAssociate Professor, Chalmers University of TechnologyVerified email at chalmers.se
Jonathan MasciNNAISENSE SAVerified email at nnaisense.com
Jan Eric LenssenMax Planck Institute for Informatics, Kumo.aiVerified email at mpi-inf.mpg.de
Martin GroheProfessor of Computer Science, RWTH Aachen UniversityVerified email at informatik.rwth-aachen.de
Yaron LipmanWeizmann Institute, FAIR MetaVerified email at weizmann.ac.il
Bastian RieckProfessor, AIDOS Lab, University of FribourgVerified email at unifr.ch
Haggai MaronAssistant Professor at the Technion, Research Scientist at NVIDIA ResearchVerified email at technion.ac.il
Karsten BorgwardtDirector, Max Planck Institute of BiochemistryVerified email at biochem.mpg.de
Sven RahmannSaarland UniversityVerified email at cs.uni-saarland.de

Nils M. Kriege

University of Vienna

Verified email at univie.ac.at - Homepage

Combinatorial Optimization Graph Algorithms Data Mining Machine Learning Visual Analytics


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TUDataset: A collection of benchmark datasets for learning with graphs C Morris, NM Kriege, F Bause, K Kersting, P Mutzel, M Neumann arXiv preprint arXiv:2007.08663, 2020	896	2020
A survey on graph kernels NM Kriege, FD Johansson, C Morris Applied Network Science 5, 1-42, 2020	525	2020
Subgraph matching kernels for attributed graphs N Kriege, P Mutzel International Conference on Machine Learning (ICML), 2012	334	2012
Benchmark data sets for graph kernels K Kersting, NM Kriege, C Morris, P Mutzel, M Neumann http://graphkernels.cs.tu-dortmund. de, 2016	302	2016
On valid optimal assignment kernels and applications to graph classification NM Kriege, PL Giscard, R Wilson Advances in Neural Information Processing Systems 29, 1623-1631, 2016	252	2016
Deep graph matching consensus M Fey, JE Lenssen, C Morris, J Masci, NM Kriege International Conference on Learning Representations, ICLR 2020, 2020	246	2020
Weisfeiler and Leman go Machine Learning: The Story so far C Morris, Y Lipman, H Maron, B Rieck, NM Kriege, M Grohe, M Fey, ... Journal of Machine Learning Research 24 (333), 1-59, 2023	131	2023
Faster kernels for graphs with continuous attributes via hashing C Morris, NM Kriege, K Kersting, P Mutzel 2016 IEEE 16th International Conference on Data Mining (ICDM), 1095-1100, 2016	130	2016
CT-index: Fingerprint-based graph indexing combining cycles and trees K Klein, N Kriege, P Mutzel Data Engineering (ICDE), 2011 IEEE 27th International Conference on, 1115-1126, 2011	83	2011
Scaffold Hunter: a comprehensive visual analytics framework for drug discovery T Schäfer, N Kriege, L Humbeck, K Klein, O Koch, P Mutzel Journal of cheminformatics 9 (1), 28, 2017	68	2017
A general purpose algorithm for counting simple cycles and simple paths of any length PL Giscard, N Kriege, RC Wilson Algorithmica 81 (7), 2716–2737, 2019	39	2019
Recognizing cuneiform signs using graph based methods NM Kriege, M Fey, D Fisseler, P Mutzel, F Weichert International Workshop on Cost-Sensitive Learning, 31-44, 2018	39	2018
A Property Testing Framework for the Theoretical Expressivity of Graph Kernels NM Kriege, C Morris, A Rey, C Sohler Proceedings of the Twenty-Seventh International Joint Conference on …, 2018	39	2018
A unifying view of explicit and implicit feature maps of graph kernels NM Kriege, M Neumann, C Morris, K Kersting, P Mutzel Data Mining and Knowledge Discovery 33 (6), 1505-1547, 2019	38*	2019
Explicit versus implicit graph feature maps: A computational phase transition for walk kernels N Kriege, M Neumann, K Kersting, P Mutzel 2014 IEEE International Conference on Data Mining, 881-886, 2014	34	2014
The Power of the Weisfeiler-Leman Algorithm for Machine Learning with Graphs C Morris, M Fey, NM Kriege arXiv preprint arXiv:2105.05911, 2021	30	2021
Temporal Graph Kernels for Classifying Dissemination Processes L Oettershagen, NM Kriege, C Morris, P Mutzel Proceedings of the 2020 SIAM International Conference on Data Mining, 496-504, 2020	29	2020
Visual analysis of biological activity data with scaffold hunter K Klein, O Koch, N Kriege, P Mutzel, T Schäfer Molecular Informatics 32 (11‐12), 964-975, 2013	25	2013
Temporal Walk Centrality: Ranking Nodes in Evolving Networks L Oettershagen, P Mutzel, NM Kriege Proceedings of the ACM Web Conference 2022, 1640-1650, 2022	20	2022
Chemical Similarity and Substructure Searches NM Kriege, L Humbeck, O Koch Elsevier, 2018	17	2018

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