Danai Koutra

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Christos FaloutsosCMUDirección de correo verificada de cs.cmu.edu
Leman AkogluAssociate Professor, Carnegie Mellon UniversityDirección de correo verificada de andrew.cmu.edu
Hanghang TongUniversity of Illinois at Urbana-ChampaignDirección de correo verificada de illinois.edu
Tina Eliassi-RadProfessor & The Inaugural Joseph E. Aoun Chair, Northeastern UniversityDirección de correo verificada de eliassi.org
Brian GallagherComputer Scientist, Lawrence Livermore National LaboratoryDirección de correo verificada de llnl.gov
U KangProfessor of Computer Science and Engineering, Seoul National UniversityDirección de correo verificada de snu.ac.kr
Evangelos E. PapalexakisAssociate Professor and Ross Family Chair, University of California RiversideDirección de correo verificada de cs.ucr.edu
Jilles VreekenCISPA Helmholtz Center for Information SecurityDirección de correo verificada de cispa.de
Sugato BasuDistinguished Scientist at GoogleDirección de correo verificada de google.com
Michele BerlingerioExecutive Director, MSD Animal HealthDirección de correo verificada de msd.com
Stephan GünnemannProfessor of Computer Science, Technical University of MunichDirección de correo verificada de in.tum.de
Joshua T. VogelsteinDept of Biomedical Engineering, Johns Hopkins UniversityDirección de correo verificada de jhu.edu
Duen Horng ChauProfessor, Georgia Institute of TechnologyDirección de correo verificada de gatech.edu
Walter S. Lasecki-Dirección de correo verificada de umich.edu
Hsing-Kuo PaoNational Taiwan University of Science and TechnologyDirección de correo verificada de mail.ntust.edu.tw
Miguel AraujoSemasioDirección de correo verificada de semasio.com
Paul N. BennettDirector of Research, Large Language Models, SpotifyDirección de correo verificada de spotify.com
Aaditya RamdasStatistics and Machine Learning, Carnegie Mellon UniversityDirección de correo verificada de stat.cmu.edu
Eric HorvitzMicrosoftDirección de correo verificada de microsoft.com
Wolfgang GatterbauerKhoury College of Computer Sciences, Northeastern UniversityDirección de correo verificada de northeastern.edu

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Danai Koutra

University of Michigan, Ann Arbor

Dirección de correo verificada de umich.edu - Página principal

data / graph mining graph summarization embeddings network similarity + alignment anomaly detection


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
Graph based anomaly detection and description: a survey L Akoglu, H Tong, D Koutra Data mining and knowledge discovery 29, 626-688, 2015	1725	2015
Beyond homophily in graph neural networks: Current limitations and effective designs J Zhu, Y Yan, L Zhao, M Heimann, L Akoglu, D Koutra Advances in neural information processing systems 33, 7793-7804, 2020	950	2020
Rolx: structural role extraction & mining in large graphs K Henderson, B Gallagher, T Eliassi-Rad, H Tong, S Basu, L Akoglu, ... Proceedings of the 18th ACM SIGKDD international conference on Knowledge …, 2012	567	2012
Graph Summarization Methods and Applications: A Survey Y Liu, T Safavi, A Dighe, D Koutra ACM Computing Surveys (CSUR), 2018	448	2018
Anomaly detection in dynamic networks: a survey S Ranshous, S Shen, D Koutra, S Harenberg, C Faloutsos, NF Samatova Wiley Interdisciplinary Reviews: Computational Statistics 7 (3), 223-247, 2015	444	2015
Regal: Representation learning-based graph alignment M Heimann, H Shen, T Safavi, D Koutra Proceedings of the 27th ACM international conference on information and …, 2018	314	2018
Graph neural networks with heterophily J Zhu, RA Rossi, A Rao, T Mai, N Lipka, NK Ahmed, D Koutra Proceedings of the AAAI conference on artificial intelligence 35 (12), 11168 …, 2021	307	2021
DELTACON: A Principled Massive-Graph Similarity Function D Koutra, JT Vogelstein, C Faloutsos Proceedings of the 13th SIAM International Conference on Data Mining (SDM …, 2013	306	2013
Two sides of the same coin: Heterophily and oversmoothing in graph convolutional neural networks Y Yan, M Hashemi, K Swersky, Y Yang, D Koutra 2022 IEEE International Conference on Data Mining (ICDM), 1287-1292, 2022	284	2022
VOG: Summarizing and Understanding Large Graphs D Koutra, U Kang, J Vreeken, C Faloutsos SDM, 2014	267*	2014
BIG-ALIGN: Fast Bipartite Graph Alignment D Koutra, H Tong, D Lubensky IEEE ICDM, 2013	194	2013
Timecrunch: Interpretable dynamic graph summarization N Shah, D Koutra, T Zou, B Gallagher, C Faloutsos Proceedings of the 21th ACM SIGKDD international conference on knowledge …, 2015	183	2015
Detecting insider threats in a real corporate database of computer usage activity TE Senator, HG Goldberg, A Memory, WT Young, B Rees, R Pierce, ... Proceedings of the 19th ACM SIGKDD international conference on Knowledge …, 2013	178	2013
DeltaCon Principled Massive-Graph Similarity Function with Attribution D Koutra, N Shah, JT Vogelstein, B Gallagher, C Faloutsos ACM Transactions on Knowledge Discovery from Data (TKDD) 10 (3), 1-43, 2016	166	2016
Algorithms for graph similarity and subgraph matching D Koutra, A Parikh, A Ramdas, J Xiang Proc. Ecol. inference conf 17, 2011	165	2011
Unifying guilt-by-association approaches: Theorems and fast algorithms D Koutra, TY Ke, U Kang, DH Chau, HKK Pao, C Faloutsos Machine Learning and Knowledge Discovery in Databases: European Conference …, 2011	164	2011
Netsimile: A scalable approach to size-independent network similarity M Berlingerio, D Koutra, T Eliassi-Rad, C Faloutsos arXiv preprint arXiv:1209.2684, 2012	153	2012
Com2: fast automatic discovery of temporal (‘comet’) communities M Araujo, S Papadimitriou, S Günnemann, C Faloutsos, P Basu, A Swami, ... Advances in Knowledge Discovery and Data Mining: 18th Pacific-Asia …, 2014	136	2014
On proximity and structural role-based embeddings in networks: Misconceptions, techniques, and applications RA Rossi, D Jin, S Kim, NK Ahmed, D Koutra, JB Lee ACM Transactions on Knowledge Discovery from Data (TKDD) 14 (5), 1-37, 2020	121*	2020
Network similarity via multiple social theories M Berlingerio, D Koutra, T Eliassi-Rad, C Faloutsos Proceedings of the 2013 IEEE/ACM international conference on advances in …, 2013	110	2013

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