Sami Abu-El-Haija
Publications by Year
Research Areas
Advanced Graph Neural Networks, Graph Theory and Algorithms, Complex Network Analysis Techniques, Domain Adaptation and Few-Shot Learning, Topic Modeling
Most-Cited Works
- → YouTube-8M: A Large-Scale Video Classification Benchmark(2016)920 cited
- → MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing(2019)269 cited
- → Detecting Events and Key Actors in Multi-person Videos(2016)221 cited
- → Watch Your Step: Learning Node Embeddings via Graph Attention(2017)140 cited
- → Machine Learning on Graphs: A Model and Comprehensive Taxonomy(2020)99 cited
- → Identifying and Analyzing Cryptocurrency Manipulations in Social Media(2021)80 cited
- → N-GCN: Multi-scale Graph Convolution for Semi-supervised Node Classification(2018)78 cited
- → Collaborative Deep Metric Learning for Video Understanding(2018)77 cited
- → Large-Scale Content-Only Video Recommendation(2017)48 cited