| DeepWalk: Online Learning of Social Representations B Perozzi, R Al-Rfou, S Skiena Proceedings of the 20th ACM SIGKDD international conference on Knowledge …, 2014 | 5392 | 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 | 484 | 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 | 375 | 2015 |
| HARP: hierarchical representation learning for networks H Chen, B Perozzi, Y Hu, S Skiena The 32nd AAAI Conference on Artificial Intelligence, 2018 | 206 | 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 | 187 | 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 | 182 | 2019 |
| 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 | 161* | 2017 |
| 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 | 139 | 2015 |
| 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 | 129 | 2018 |
| 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 | 101 | 2013 |
| 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 | 92 | 2019 |
| Scalable anomaly ranking of attributed neighborhoods B Perozzi, L Akoglu Proceedings of the 2016 SIAM Data Mining Conference, 2016 | 68 | 2016 |
| A tutorial on network embeddings H Chen, B Perozzi, R Al-Rfou, S Skiena arXiv preprint arXiv:1808.02590, 2018 | 60 | 2018 |
| 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 | 58 | 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 | 56* | 2016 |
| Machine learning on graphs: A model and comprehensive taxonomy I Chami, S Abu-El-Haija, B Perozzi, C Ré, K Murphy arXiv preprint arXiv:2005.03675, 2020 | 50 | 2020 |
| 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 | 50 | 2019 |
| 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 | 44 | 2020 |
| Exact age prediction in social networks B Perozzi, S Skiena Proceedings of the 24th international conference on world wide web, 91-92, 2015 | 39 | 2015 |
| 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 | 33 | 2020 |
Steven SkienaProfessor of Computer Science, Stony Brook UniversityVerified email at cs.stonybrook.edu
