Sami Abu-El-Haija
11 papers · 2016–2023 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (20) π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze
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Conference Pioneer
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Century Club Β· Bronze
Top co-authors
Research topics
Machine Learning
(11)
Deep Learning
(9)
Architectures
(8)
Core Methods
(7)
Learning Types Β· Machine Learning
(5)
Application Areas
(3)
Optimization & Theory
(2)
Artificial Intelligence
(1)
Knowledge & Reasoning
(1)
Mathematics & Optimization
(1)
Learning Paradigms
(1)
Learning Types Β· Deep Learning
(1)
Mathematics
(1)
Models
(1)
Reasoning
(1)
Keywords
graph neural network
(7)
graph representation learning
(3)
semi-supervised learning
(3)
graph embedding
(2)
node embedding
(2)
random walk
(2)
representation learning
(2)
transfer learning
(1)
temporal modeling
(1)
zero-shot learning
(1)
graph attention
(1)
message passing
(1)
closed-form solution
(1)
image synthesis
(1)
graph regularization
(1)
attention mechanism
(1)
event detection
(1)
generative framework
(1)
singular value decomposition
(1)
scalable learning
(1)
Papers
Learning Large Graph Property Prediction via Graph Segment Training
NeurIPS 2023
SubMix: Learning to Mix Graph Sampling Heuristics
UAI 2023
TpuGraphs: A Performance Prediction Dataset on Large Tensor Computational Graphs
NeurIPS 2023
Machine Learning on Graphs: A Model and Comprehensive Taxonomy
JMLR 2022
Graph Traversal with Tensor Functionals: A Meta-Algorithm for Scalable Learning
ICLR 2021
Implicit SVD for Graph Representation Learning
NeurIPS 2021
Zero-shot Synthesis with Group-Supervised Learning
ICLR 2021
MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing
ICML 2019
N-GCN: Multi-scale Graph Convolution for Semi-supervised Node Classification
UAI 2019
Watch Your Step: Learning Node Embeddings via Graph Attention
NeurIPS 2018
Detecting Events and Key Actors in Multi-Person Videos
CVPR 2016