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Sami Abu-El-Haija
Sami Abu-El-Haija
Research Scientist, Google Research
Verified email at usc.edu - Homepage
Title
Cited by
Cited by
Year
Youtube-8m: A large-scale video classification benchmark
S Abu-El-Haija, N Kothari, J Lee, P Natsev, G Toderici, B Varadarajan, ...
arXiv preprint arXiv:1609.08675, 2016
11742016
Openimages: A public dataset for large-scale multi-label and multi-class image classification
I Krasin, T Duerig, N Alldrin, V Ferrari, S Abu-El-Haija, A Kuznetsova, ...
Dataset available from https://github. com/openimages 2 (3), 18, 2017
6122017
Mixhop: Higher-order graph convolutional architectures via sparsified neighborhood mixing
S Abu-El-Haija, B Perozzi, A Kapoor, N Alipourfard, K Lerman, ...
international conference on machine learning, 21-29, 2019
4932019
Detecting events and key actors in multi-person videos
V Ramanathan, J Huang, S Abu-El-Haija, A Gorban, K Murphy, L Fei-Fei
Proceedings of the IEEE conference on computer vision and pattern …, 2016
2262016
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 31, 2018
2072018
N-gcn: Multi-scale graph convolution for semi-supervised node classification
S Abu-El-Haija, A Kapoor, B Perozzi, J Lee
uncertainty in artificial intelligence, 841-851, 2020
1972020
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
1772022
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
742017
Automatically recommending content
Z Xu, S Abu-El-Haija, L Huang, N Hoofien
US Patent 8,260,117, 2012
592012
Collaborative deep metric learning for video understanding
J Lee, S Abu-El-Haija, B Varadarajan, A Natsev
Proceedings of the 24th ACM SIGKDD International conference on knowledge …, 2018
582018
Selecting and presenting representative frames for video previews
S Shetty, T Izo, MH Tsai, S Vijayanarasimhan, A Natsev, S Abu-El-Haija, ...
US Patent 9,953,222, 2018
462018
Identifying and analyzing cryptocurrency manipulations in social media
M Mirtaheri, S Abu-El-Haija, F Morstatter, G Ver Steeg, A Galstyan
IEEE Transactions on Computational Social Systems 8 (3), 607-617, 2021
402021
Selecting representative video frames for videos
J Shlens, GD Toderici, SA Abu-El-Haija
US Patent App. 14/749,436, 2016
292016
End-to-end learning of compressible features
S Singh, S Abu-El-Haija, N Johnston, J Ballé, A Shrivastava, G Toderici
2020 IEEE International Conference on Image Processing (ICIP), 3349-3353, 2020
272020
Apostol (Paul) Natsev, George Toderici, Balakrishnan Varadarajan, and Sudheendra Vijayanarasimhan. Youtube-8m: A large-scale video classification benchmark. In
S Abu-El-Haija, N Kothari, J Lee
arXiv 1609, 1, 2016
252016
Toward collaboration sensing: applying network analysis techniques to collaborative eye-tracking data
B Schneider, S Abu-El-Haija, J Reesman, R Pea
Proceedings of the Third International Conference on Learning Analytics and …, 2013
182013
Zero-shot synthesis with group-supervised learning
Y Ge, S Abu-El-Haija, G Xin, L Itti
arXiv preprint arXiv:2009.06586, 2020
132020
Graph traversal with tensor functionals: A meta-algorithm for scalable learning
E Markowitz, K Balasubramanian, M Mirtaheri, S Abu-El-Haija, B Perozzi, ...
arXiv preprint arXiv:2102.04350, 2021
122021
A higher-order graph convolutional layer
S Abu-El-Haija, N Alipourfard, H Harutyunyan, A Kapoor, B Perozzi
Proceedings of the 32nd Conference on Neural Information Processing Systems …, 2018
122018
Reporting status of timing exceptions
J Govig, SA Abu-El-Haija
US Patent 8,141,015, 2012
72012
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