| DeepWalk: Online Learning of Social Representations B Perozzi, R Al-Rfou, S Skiena Proceedings of the 20th ACM SIGKDD international conference on Knowledge …, 2014 | 2703 | 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 | 345 | 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 | 219 | 2015 |
| 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 | 146 | 2014 |
| 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 | 101 | 2015 |
| 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 | 87* | 2017 |
| HARP: hierarchical representation learning for networks H Chen, B Perozzi, Y Hu, S Skiena The 32nd AAAI Conference on Artificial Intelligence, 2018 | 81 | 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 | 79 | 2013 |
| 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 | 54* | 2018 |
| 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 | 35* | 2016 |
| Scalable anomaly ranking of attributed neighborhoods B Perozzi, L Akoglu Proceedings of the 2016 SIAM Data Mining Conference, 2016 | 35 | 2016 |
| Exact age prediction in social networks B Perozzi, S Skiena Proceedings of the 24th International Conference on World Wide Web, 91-92, 2015 | 27 | 2015 |
| 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 | 26 | 2017 |
| N-gcn: Multi-scale graph convolution for semi-supervised node classification S Abu-El-Haija, A Kapoor, B Perozzi, J Lee arXiv preprint arXiv:1802.08888, 2018 | 23 | 2018 |
| 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 | 22 | 2019 |
| A tutorial on network embeddings H Chen, B Perozzi, R Al-Rfou, S Skiena arXiv preprint arXiv:1808.02590, 2018 | 22 | 2018 |
| Discovering communities and anomalies in attributed graphs: Interactive visual exploration and summarization B Perozzi, L Akoglu ACM Transactions on Knowledge Discovery from Data (TKDD) 12 (2), 1-40, 2018 | 11 | 2018 |
| Inducing Language Networks from Continuous Space Word Representations B Perozzi, R Al-Rfou, V Kulkarni, S Skiena Complex Networks V 549, 261-273, 2014 | 11 | 2014 |
| Vector-based similarity measurements for historical figures Y Chen, B Perozzi, S Skiena Information Systems 64, 163-174, 2017 | 10 | 2017 |
| Scalable graph clustering with parallel approximate PageRank B Perozzi, C McCubbin, JT Halbert Social Network Analysis and Mining 4 (1), 179, 2014 | 10* | 2014 |
Steven SkienaProfessor of Computer Science, Stony Brook UniversityVerified email at cs.stonybrook.edu
