Bryan Perozzi

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Rami Al-RfouSenior Staff Research Scientist at Waymo ResearchVerified email at google.com
Steven SkienaProfessor of Computer Science, Stony Brook UniversityVerified email at cs.stonybrook.edu
Sami Abu-El-HaijaResearch Scientist, Google ResearchVerified email at usc.edu
Anton TsitsulinResearch Scientist, Google ResearchVerified email at google.com
Vivek KulkarniGrammarly; Twitter, Past: Stanford, Postdoctoral Scholar at Department of Computer ScienceVerified email at cs.stonybrook.edu
John PalowitchGoogle, IncVerified email at google.com
Bahare FatemiResearch Scientist, Google ResearchVerified email at google.com
Aram GalstyanUSC ISI & Amazon AGIVerified email at isi.edu
Leman AkogluAssociate Professor, Carnegie Mellon UniversityVerified email at andrew.cmu.edu
Greg Ver SteegAssociate Professor, University of California, RiversideVerified email at ucr.edu
Kristina LermanUSC Information Sciences InstituteVerified email at isi.edu
Benedek RozemberczkiSenior Research Scientist, Isomorphic LabsVerified email at isomorphiclabs.com
Johannes Gasteiger, né KlicperaAnthropicVerified email at anthropic.com
Emmanuel MüllerProfessor of Computer Science, Technical University of DortmundVerified email at cs.tu-dortmund.de
Stephan GünnemannProfessor of Computer Science, Technical University of MunichVerified email at in.tum.de
Aleksandar BojchevskiUniversity of CologneVerified email at uni-koeln.de
Alessandro EpastoStaff Research Scientist at GoogleVerified email at google.com
Yifan HuNortheastern UniversityVerified email at ccs.neu.edu
Alexander A AlemiGoogle ResearchVerified email at google.com
Vahab MirrokniGoogle Fellow, VP, Google ResearchVerified email at google.com

Bryan Perozzi

Google Research

Verified email at google.com - Homepage

Graph Neural Networks Machine Learning Data Mining


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DeepWalk: Online Learning of Social Representations B Perozzi, R Al-Rfou, S Skiena Proceedings of the 20th ACM SIGKDD international conference on Knowledge …, 2014	11728	2014
Mixhop: Higher-order graph convolution architectures via sparsified neighborhood mixing S Abu-El-Haija, B Perozzi, A Kapoor, H Harutyunyan, N Alipourfard, ... International Conference on Machine Learning, 21-29, 2019	980	2019
Polyglot: Distributed Word Representations for Multilingual NLP R Al-Rfou, B Perozzi, S Skiena The Seventeenth Conference on Computational Natural Language Learning, 183-192, 2013	614	2013
Statistically Significant Detection of Linguistic Change V Kulkarni, R Al-Rfou, B Perozzi, S Skiena Proceedings of the 24th international conference on World Wide Web, 2015	595	2015
HARP: hierarchical representation learning for networks H Chen, B Perozzi, Y Hu, S Skiena The 32nd AAAI Conference on Artificial Intelligence, 2018	462	2018
Machine Learning on Graphs: A Model and Comprehensive Taxonomy I Chami, S Abu-El-Haija, B Perozzi, C Ré, K Murphy Journal of Machine Learning Research 23 (89), 1-64, 2022	366	2022
Don't Walk, Skip! Online Learning of Multi-scale Network Embeddings B Perozzi, V Kulkarni, H Chen, S Skiena Advances in Social Networks Analysis and Mining (ASONAM), 2017 IEEE/ACM …, 2017	336*	2017
N-gcn: Multi-scale graph convolution for semi-supervised node classification S Abu-El-Haija, A Kapoor, B Perozzi, J Lee Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial …, 2019	324	2019
Scaling graph neural networks with approximate pagerank A Bojchevski, J Gasteiger, B Perozzi, A Kapoor, M Blais, B Rózemberczki, ... Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020	299	2020
Focused clustering and outlier detection in large attributed graphs B Perozzi, L Akoglu, P Iglesias Sánchez, E Müller Proceedings of the 20th ACM SIGKDD international conference on Knowledge …, 2014	296	2014
Graph Clustering with Graph Neural Networks A Tsitsulin, J Palowitch, B Perozzi, E Müller Journal of Machine Learning Research 24, 1-21, 2023	279	2023
Watch Your Step: Learning Node Embeddings via Graph Attention S Abu-El-Haija, B Perozzi, R Al-Rfou, AA Alemi Advances in Neural Information Processing Systems, 9197-9207, 2018	277	2018
Examining covid-19 forecasting using spatio-temporal graph neural networks A Kapoor, X Ben, L Liu, B Perozzi, M Barnes, M Blais, S O'Banion 16th International Workshop on Mining and Learning with Graphs, 2020	254	2020
Polyglot-NER: Massive Multilingual Named Entity Recognition R Al-Rfou, V Kulkarni, B Perozzi, S Skiena Proceedings of the 2015 SIAM Data Mining Conference, 2015	227	2015
Scalable anomaly ranking of attributed neighborhoods B Perozzi, L Akoglu Proceedings of the 2016 SIAM Data Mining Conference, 2016	175	2016
The expressive power of word embeddings Y Chen, B Perozzi, R Al-Rfou, S Skiena ICML 2013 Workshop on Deep Learning for Audio, Speech, and Language Processing, 2013	139	2013
A tutorial on network embeddings H Chen, B Perozzi, R Al-Rfou, S Skiena arXiv preprint arXiv:1808.02590, 2018	119	2018
Is a Single Embedding Enough? Learning Node Representations that Capture Multiple Social Contexts A Epasto, B Perozzi The World Wide Web Conference, 394-404, 2019	116	2019
Shift-robust gnns: Overcoming the limitations of localized graph training data Q Zhu, N Ponomareva, J Han, B Perozzi Advances in Neural Information Processing Systems 34, 27965-27977, 2021	105	2021
Learning Edge Representations via Low-Rank Asymmetric Projections S Abu-El-Haija, B Perozzi, R Al-Rfou Proceedings of the 2017 ACM on Conference on Information and Knowledge …, 2017	89	2017

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