Hesham Mostafa
6 papers · 2013–2025 · 4 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (12) π Renaissance Researcher (5) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4)
π
Academic Marathon
(12)
π£
Hot Topic Early Bird
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Cross-Pollinator
(14)
π
Keyword Champion
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Trend Setter
Conferences
ICLR (2)
NIPS (2)
ICML (1)
WACV (1)
Top co-authors
Keywords
oscillatory dynamics
(1)
graph representation learning
(1)
video understanding
(1)
network pruning
(1)
object tracking
(1)
scene graph
(1)
constraint satisfaction
(1)
singular value decomposition
(1)
winner-take-all
(1)
closed-form solution
(1)
oscillators
(1)
dynamic scene
(1)
dynamical system
(1)
convolutional neural network
(1)
recurrent neural network
(1)
sparse training
(1)
parameter efficiency
(1)
recurrent network
(1)
neural network
(1)
oscillator network
(1)
Papers
Fully-inductive Node Classification on Arbitrary Graphs
ICLR 2025
Towards Foundation Models for Knowledge Graph Reasoning
ICLR 2024
Exploiting Long-Term Dependencies for Generating Dynamic Scene Graphs
WACV 2023
Implicit SVD for Graph Representation Learning
NIPS 2021
Parameter efficient training of deep convolutional neural networks by dynamic sparse reparameterization
ICML 2019
Recurrent networks of coupled Winner-Take-All oscillators for solving constraint satisfaction problems
NIPS 2013