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Bryan Perozzi
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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
123482014
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
10882019
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
6212013
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
6192015
HARP: hierarchical representation learning for networks
H Chen, B Perozzi, Y Hu, S Skiena
The 32nd AAAI Conference on Artificial Intelligence, 2018
4822018
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
3992022
Graph Clustering with Graph Neural Networks
A Tsitsulin, J Palowitch, B Perozzi, E Müller
Journal of Machine Learning Research 24, 1-21, 2023
3472023
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
346*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
3442019
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
3332020
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
2992014
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
2882018
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
2722020
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
2332015
Scalable anomaly ranking of attributed neighborhoods
B Perozzi, L Akoglu
Proceedings of the 2016 SIAM Data Mining Conference, 2016
1872016
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
1392013
Talk like a graph: Encoding graphs for large language models
B Fatemi, J Halcrow, B Perozzi
International Conference on Learning Representations, 2024
1352024
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
1232021
A tutorial on network embeddings
H Chen, B Perozzi, R Al-Rfou, S Skiena
arXiv preprint arXiv:1808.02590, 2018
1232018
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
1202019
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Articles 1–20