Sami Abu-El-Haija

YouTube-8M: A Large-Scale Video Classification Benchmark

Sami Abu-El-Haija, Nisarg Kothari, Joonseok Lee et al. · arXiv (Cornell University) · 2016 · 920 citations · Full text

Natural Language Processing, Tensorflow Model, Image Analysis +13

MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing

Sami Abu-El-Haija, Bryan Perozzi, Amol Kapoor et al. · arXiv (Cornell University) · 2019 · 269 citations · Full text

Geometric Learning, Graph Neural Networks, Network Science +15

Detecting Events and Key Actors in Multi-person Videos

Vignesh Ramanathan, Jonathan Huang, Sami Abu-El-Haija et al. · 2016 · 218 citations

Engineering, Machine Learning, Video Summarization +18

MixHop: Higher-Order Graph Convolutional Architectures via Sparsified\n Neighborhood Mixing

Sami Abu-El-Haija, Bryan Perozzi, Amol Kapoor et al. · arXiv (Cornell University) · 2019 · 163 citations · Full text

Watch Your Step: Learning Node Embeddings via Graph Attention

Sami Abu-El-Haija, Bryan Perozzi, Rami Al‐Rfou et al. · arXiv (Cornell University) · 2017 · 140 citations · Full text

Natural Language Processing, Graph Neural Network, Engineering +15