Sami Abu-El-Haija
Sami Abu-El-Haija
PhD Student, USC
Verified email at usc.edu - Homepage
TitleCited byYear
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
5072016
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
1902017
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
1032016
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, 9180-9190, 2018
54*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
262017
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
232018
Mixhop: Higher-order graph convolution architectures via sparsified neighborhood mixing
S Abu-El-Haija, B Perozzi, A Kapoor, H Harutyunyan, N Alipourfard, ...
arXiv preprint arXiv:1905.00067, 2019
222019
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
202018
OpenImages: A public dataset for large-scale multi-label and multi-class image classification, 2017
I Krasin, T Duerig, N Alldrin, V Ferrari, S Abu-El-Haija, A Kuznetsova, ...
Dataset available from https://storage. googleapis. com/openimages/web/index …, 2017
202017
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
182018
Automatically recommending content
Z Xu, S Abu-El-Haija, L Huang, N Hoofien
US Patent 8,260,117, 2012
172012
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
Reporting status of timing exceptions
J Govig, SA Abu-El-Haija
US Patent 8,141,015, 2012
62012
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
52019
Proportionate gradient updates with percentdelta
S Abu-El-Haija
arXiv preprint arXiv:1708.07227, 2017
42017
Selecting representative video frames for videos
J Shlens, GD Toderici, SA Abu-El-Haija
US Patent App. 14/749,436, 2016
32016
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
22018
Meta Adaptation using Importance Weighted Demonstrations
K Lekkala, S Abu-El-Haija, L Itti
arXiv preprint arXiv:1911.10322, 2019
2019
Human Languages in Source Code: Auto-Translation for Localized Instruction
C Piech, S Abu-El-Haija
arXiv preprint arXiv:1909.04556, 2019
2019
MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing
A Kapoor, A Galstyan, B Perozzi, G Ver Steeg, H Harutyunyan, K Lerman, ...
2019
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