A flexible PageRank-based graph embedding framework closely related to spectral eigenvector embeddings

22 July 2022

Papers citing "A flexible PageRank-based graph embedding framework closely related to spectral eigenvector embeddings"

11 / 11 papers shown

Title
A nonlinear diffusion method for semi-supervised learning on hypergraphs Francesco Tudisco Konstantin Prokopchik Austin R. Benson 99 12 0 27 Mar 2021
Combining Label Propagation and Simple Models Out-performs Graph Neural Networks Qian Huang Horace He Abhay Singh Ser-Nam Lim Austin R. Benson 74 283 0 27 Oct 2020
InstantEmbedding: Efficient Local Node Representations Stefan Postavaru Anton Tsitsulin Filipe Almeida Yingtao Tian Silvio Lattanzi Bryan Perozzi 64 20 0 14 Oct 2020
Nonlinear Higher-Order Label Spreading Francesco Tudisco Austin R. Benson Konstantin Prokopchik 50 33 0 08 Jun 2020
FREDE: Anytime Graph Embeddings Anton Tsitsulin Marina Munkhoeva Davide Mottin Panagiotis Karras Ivan Oseledets Emmanuel Müller 69 34 0 08 Jun 2020
Unifying Graph Convolutional Neural Networks and Label Propagation Hongwei Wang J. Leskovec GNN 81 170 0 17 Feb 2020
Scalable Graph Embeddings via Sparse Transpose Proximities Yuan Yin Zhewei Wei 50 53 0 16 May 2019
Simplicial Closure and higher-order link prediction Austin R. Benson Rediet Abebe Michael T. Schaub Ali Jadbabaie Jon M. Kleinberg AI4CE 37 493 0 20 Feb 2018
node2vec: Scalable Feature Learning for Networks Aditya Grover J. Leskovec 183 10,856 0 03 Jul 2016
DeepWalk: Online Learning of Social Representations Bryan Perozzi Rami Al-Rfou Steven Skiena HAI 252 9,769 0 26 Mar 2014
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 631 31,469 0 16 Jan 2013