Mathias Niepert

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	All	Since 2018
Citations	5640	4189
h-index	30	23
i10-index	61	48

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Colin AllenUniversity of PittsburghVerified email at pitt.edu
Guy Van den BroeckAssociate Professor and Samueli Fellow, UCLAVerified email at cs.ucla.edu
Massimiliano PontilIstituto Italiano di Tecnologia & University College LondonVerified email at iit.it
Pedro DomingosProfessor of Computer Science and Engineering, University of WashingtonVerified email at cs.washington.edu
Michael StrubeHeidelberg Institute for Theoretical Studies gGmbHVerified email at h-its.org
Pasquale MinerviniUniversity of Edinburgh, University College London, ELLISVerified email at ed.ac.uk
David S. RosenblumGeorge Mason UniversityVerified email at alumni.stanford.edu
Goran GlavašProfessor of Computer Science (Chair for Natural Language Processing), University of WürzburgVerified email at uni-wuerzburg.de
Christopher MorrisRWTH Aachen UniversityVerified email at cs.rwth-aachen.de
Floris GeertsUniversity of AntwerpVerified email at uantwerp.be
Dirk PflügerUniversity of StuttgartVerified email at ipvs.uni-stuttgart.de
Raphael LeiteritzPhD Student, University of StuttgartVerified email at ipvs.uni-stuttgart.de
Timothy PraditiaPhD Student, Department of Stochastic Simulation and Safety Research for Hydrosystems, Institute forVerified email at iws.uni-stuttgart.de
Gérard KrauseHead of Epidemiology Dept., Helmholtz Centre for Infection Research, Braunschweig, GermanyVerified email at helmholtz-hzi.de
Zhe ZengUniversity of California, Los AngelesVerified email at cs.ucla.edu
Kareem AhmedCS PhD Student at UCLAVerified email at cs.ucla.edu
Jens LehmannPrincipal Scientist at Amazon Inc. (Alexa AI), Honorary Professor at TU DresdenVerified email at amazon.com
Jeffrey A. BilmesProfessor of Electrical Engineering and Computer Science, University of Washington SeattleVerified email at uw.edu
Sameer SinghAssociate Professor, University of California IrvineVerified email at uci.edu
Joshua B. TenenbaumMITVerified email at mit.edu

Mathias Niepert

University of Stuttgart & NEC Labs Europe

Verified email at simtech.uni-stuttgart.de - Homepage

Machine learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Learning convolutional neural networks for graphs M Niepert, M Ahmed, K Kutzkov International conference on machine learning, 2014-2023, 2016	2205	2016
Learning discrete structures for graph neural networks L Franceschi, M Niepert, M Pontil, X He International conference on machine learning, 1972-1982, 2019	281	2019
Learning sequence encoders for temporal knowledge graph completion A García-Durán, S Dumančić, M Niepert arXiv preprint arXiv:1809.03202, 2018	252	2018
Statistical schema induction J Völker, M Niepert The Semantic Web: Research and Applications, 124-138, 2011	249	2011
Fine-Grained Sentiment Analysis with Structural Features C Zirn, M Niepert, H Stuckenschmidt, M Strube International Joint Conference on Natural Language Processing, 2011	172	2011
Learning graph representations with embedding propagation A Garcia Duran, M Niepert Advances in neural information processing systems 30, 2017	169	2017
RockIt: Exploiting Parallelism and Symmetry for MAP Inference in Statistical Relational Models J Noessner, M Niepert, H Stuckenschmidt Conference on Artificial Intelligence (AAAI), 2013	114	2013
A probabilistic-logical framework for ontology matching M Niepert, C Meilicke, H Stuckenschmidt Proceedings of the 24th AAAI Conference on Artificial Intelligence, 2010	110	2010
Leveraging terminological structure for object reconciliation J Noessner, M Niepert, C Meilicke, H Stuckenschmidt The Semantic Web: Research and Applications, 334-348, 2010	110	2010
Recognizing interleaved and concurrent activities: A statistical-relational approach R Helaoui, M Niepert, H Stuckenschmidt Pervasive Computing and Communications (PerCom), 2011 IEEE International …, 2011	108	2011
MMKG: multi-modal knowledge graphs Y Liu, H Li, A Garcia-Duran, M Niepert, D Onoro-Rubio, DS Rosenblum The Semantic Web: 16th International Conference, ESWC 2019, Portorož …, 2019	103	2019
Probabilistic Optimization of Semantic Process Model Matching H Leopold, M Niepert, M Weidlich, J Mendling, R Dijkman, ...	101	2012
Kblrn: End-to-end learning of knowledge base representations with latent, relational, and numerical features A García-Durán, M Niepert arXiv preprint arXiv:1709.04676, 2017	89	2017
Log-linear description logics M Niepert, J Noessner, H Stuckenschmidt Proceedings of IJCAI, 2011	83	2011
Tractability through exchangeability: A new perspective on efficient probabilistic inference M Niepert, G Van den Broeck Proceedings of the AAAI Conference on Artificial Intelligence 28 (1), 2014	77	2014
Markov Chains on Orbits of Permutation Groups M Niepert Conference on Uncertainty in Artificial Intelligence, 2012	69	2012
A dynamic ontology for a dynamic reference work M Niepert, C Buckner, C Allen Proceedings of the 7th ACM/IEEE-CS joint conference on Digital libraries …, 2007	66*	2007
Crowdsourcing the assembly of concept hierarchies K Eckert, M Niepert, C Niemann, C Buckner, C Allen, H Stuckenschmidt Proceedings of the 10th annual joint conference on Digital libraries, 139-148, 2010	55	2010
Recsys-dan: Discriminative adversarial networks for cross-domain recommender systems C Wang, M Niepert, H Li IEEE transactions on neural networks and learning systems, 2020	54	2020
Codi: Combinatorial optimization for data integration J Noessner, M Niepert Ontology Matching, 142, 2010	53	2010

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