Sami Abu-El-Haija
11 papers · 2016–2023 · 6 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+4 more ↓ Show less ↑
π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (12) πΊοΈ Taxonomy Completionist (19)
π
Conference Polyglot
(6)
π
Academic Marathon
(7)
π
Century Club
(11)
π
Conference Pioneer
Conferences
NIPS (4)
ICLR (2)
UAI (2)
CVPR (1)
ICML (1)
JMLR (1)
Top co-authors
Keywords
graph neural network
(6)
semi-supervised learning
(3)
representation learning
(2)
graph representation learning
(2)
random walk
(2)
graph embedding
(2)
singular value decomposition
(1)
event detection
(1)
graph regularization
(1)
generative framework
(1)
closed-form solution
(1)
recurrent neural network
(1)
memory efficiency
(1)
node embedding
(1)
node classification
(1)
graph convolution
(1)
convex combination
(1)
compiler optimization
(1)
tensor processing unit
(1)
graph convolutional network
(1)
Papers
SubMix: Learning to Mix Graph Sampling Heuristics
UAI 2023
Learning Large Graph Property Prediction via Graph Segment Training
NIPS 2023
TpuGraphs: A Performance Prediction Dataset on Large Tensor Computational Graphs
NIPS 2023
Machine Learning on Graphs: A Model and Comprehensive Taxonomy
JMLR 2022
Zero-shot Synthesis with Group-Supervised Learning
ICLR 2021
Implicit SVD for Graph Representation Learning
NIPS 2021
Graph Traversal with Tensor Functionals: A Meta-Algorithm for Scalable 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
NIPS 2018
Detecting Events and Key Actors in Multi-Person Videos
CVPR 2016