Sami Abu-El-Haija
Sami Abu-El-Haija
PhD Student, USC
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
8172016
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
3822017
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
1692016
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
1592019
Watch your step: Learning node embeddings via graph attention
S Abu-El-Haija, B Perozzi, R Al-Rfou, A Alemi
arXiv preprint arXiv:1710.09599, 2017
128*2017
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
872020
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
552017
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
382020
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
372018
Selecting and presenting representative frames for video previews
S Shetty, T Izo, M Tsai, S Vijayanarasimhan, A Natsev, S Abu-El-Haija, ...
US Patent 9,953,222, 2018
332018
Automatically recommending content
Z Xu, S Abu-El-Haija, L Huang, N Hoofien
US Patent 8,260,117, 2012
262012
Selecting representative video frames for videos
J Shlens, GD Toderici, SA Abu-El-Haija
US Patent App. 14/749,436, 2016
152016
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
152016
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
142013
Identifying and analyzing cryptocurrency manipulations in social media
M Mirtaheri, S Abu-El-Haija, F Morstatter, GV Steeg, A Galstyan
arXiv preprint arXiv:1902.03110, 2019
122019
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
72018
Reporting status of timing exceptions
J Govig, SA Abu-El-Haija
US Patent 8,141,015, 2012
72012
Proportionate gradient updates with percentdelta
S Abu-El-Haija
arXiv preprint arXiv:1708.07227, 2017
62017
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
52020
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
22021
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