Hypergraph convolution and hypergraph attention

Attention Models in Graphs

(2019) John Boaz Lee et al.   ACM Transactions on Knowledge Discovery from Data

Learning binary code for fast nearest subspace search

(2019) Lei Zhou et al.   PATTERN RECOGNITION

Unsupervised manifold learning through reciprocal kNN graph and Connected Components for image retrieval tasks

(2018) Daniel Carlos Guimarães Pedronette et al.   PATTERN RECOGNITION

Geometric Deep Learning: Going beyond Euclidean data

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

Collective Classification in Network Data

(2017) Prithviraj Sen et al.   AI MAGAZINE

Low-rank matrix factorization with multiple Hypergraph regularizer

(2015) Taisong Jin et al.   PATTERN RECOGNITION

Image re-ranking and rank aggregation based on similarity of ranked lists

(2013) Daniel Carlos Guimarães Pedronette et al.   PATTERN RECOGNITION

Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four Research Groups

(2012) Geoffrey Hinton et al.   IEEE SIGNAL PROCESSING MAGAZINE

Affinity Learning with Diffusion on Tensor Product Graph

(2012) Xingwei Yang et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Graph characteristics from the heat kernel trace

(2009) Bai Xiao et al.   PATTERN RECOGNITION

The Graph Neural Network Model

(2008) F. Scarselli et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS