| DeepWalk: Online Learning of Social Representations B Perozzi, R Al-Rfou, S Skiena Proceedings of the 20th ACM SIGKDD international conference on Knowledge …, 2014 | 7224 | 2014 |
| 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 | 528 | 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 | 446 | 2015 |
| 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 | 361 | 2019 |
| HARP: hierarchical representation learning for networks H Chen, B Perozzi, Y Hu, S Skiena The 32nd AAAI Conference on Artificial Intelligence, 2018 | 293 | 2018 |
| 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 | 223 | 2014 |
| 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 | 214* | 2017 |
| 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 | 181 | 2018 |
| 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 | 161 | 2015 |
| 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 | 159 | 2019 |
| 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 | 125 | 2022 |
| 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 | 112 | 2013 |
| 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 | 103 | 2020 |
| Scalable anomaly ranking of attributed neighborhoods B Perozzi, L Akoglu Proceedings of the 2016 SIAM Data Mining Conference, 2016 | 95 | 2016 |
| Scaling graph neural networks with approximate pagerank A Bojchevski, J Klicpera, B Perozzi, A Kapoor, M Blais, B Rózemberczki, ... Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020 | 89 | 2020 |
| A tutorial on network embeddings H Chen, B Perozzi, R Al-Rfou, S Skiena arXiv preprint arXiv:1808.02590, 2018 | 87 | 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 | 72 | 2019 |
| 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 | 66 | 2017 |
| Freshman or Fresher? Quantifying the Geographic Variation of Internet Language V Kulkarni, B Perozzi, S Skiena The 10th International AAAI Conference On Web And Social Media, 2016 | 64* | 2016 |
| Graph clustering with graph neural networks A Tsitsulin, J Palowitch, B Perozzi, E Müller arXiv preprint arXiv:2006.16904, 2020 | 50 | 2020 |
Steven SkienaProfessor of Computer Science, Stony Brook UniversityVerified email at cs.stonybrook.edu
