Sami Abu-El-Haija
Sami Abu-El-Haija
PhD Student, USC
Bestätigte E-Mail-Adresse bei usc.edu - Startseite
Titel
Zitiert von
Zitiert von
Jahr
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
7832016
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
3582017
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
1652016
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
1372019
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
119*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
752020
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
542017
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
362018
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
312018
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
302020
Automatically recommending content
Z Xu, S Abu-El-Haija, L Huang, N Hoofien
US Patent 8,260,117, 2012
212012
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
Selecting representative video frames for videos
J Shlens, GD Toderici, SA Abu-El-Haija
US Patent App. 14/749,436, 2016
142016
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, G Ver Steeg, A Galstyan
IEEE Transactions on Computational Social Systems, 2021
122021
Reporting status of timing exceptions
J Govig, SA Abu-El-Haija
US Patent 8,141,015, 2012
72012
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
62018
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 embedding with personalized context distribution
D Huang, Z He, Y Huang, K Sun, S Abu-El-Haija, B Perozzi, K Lerman, ...
Companion Proceedings of the Web Conference 2020, 655-661, 2020
22020
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