Adaptive frequency-based fully hyperbolic graph neural networks

Spatial–Temporal gated graph attention network for skeleton-based action recognition

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Kernel Regression over Graphs using Random Fourier Features

(2022) Vitor Rosa Meireles Elias et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Citation recommendation employing heterogeneous bibliographic network embedding

(2021) Zafar Ali et al.   NEURAL COMPUTING & APPLICATIONS

Graph Neural Networks and Their Current Applications in Bioinformatics

(2021) Xiao-Meng Zhang et al.   Frontiers in Genetics

Deep Kernel machines: a survey

(2020) Nair K. Nikhitha et al.   PATTERN ANALYSIS AND APPLICATIONS

CayleyNets: Graph Convolutional Neural Networks With Complex Rational Spectral Filters

(2018) Ron Levie et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Geometric Deep Learning: Going beyond Euclidean data

(2017) Michael M. Bronstein et al.   IEEE SIGNAL PROCESSING MAGAZINE

Machine learning meets complex networks via coalescent embedding in the hyperbolic space

(2017) Alessandro Muscoloni et al.   Nature Communications

Popularity versus similarity in growing networks

(2012) Fragkiskos Papadopoulos et al.   NATURE

Hyperbolic geometry of complex networks

(2010) Dmitri Krioukov et al.   PHYSICAL REVIEW E

The Graph Neural Network Model

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