FREDE: Anytime Graph Embeddings

FREDE: Anytime Graph Embeddings

8 June 2020

Anton Tsitsulin

Marina Munkhoeva

Panagiotis Karras

Emmanuel Müller

Papers citing "FREDE: Anytime Graph Embeddings"

12 / 12 papers shown

Title
InstantEmbedding: Efficient Local Node Representations Stefan Postavaru Anton Tsitsulin Filipe Almeida Yingtao Tian Silvio Lattanzi Bryan Perozzi 59 20 0 14 Oct 2020
NetSMF: Large-Scale Network Embedding as Sparse Matrix Factorization J. Qiu Yuxiao Dong Hao Ma Jun Yu Li Chi Wang Kuansan Wang Jie Tang 30 172 0 26 Jun 2019
Homogeneous Network Embedding for Massive Graphs via Reweighted Personalized PageRank Renchi Yang Jieming Shi Xiaokui Xiao Yifan Yang S. Bhowmick 60 65 0 17 Jun 2019
Scalable Graph Embeddings via Sparse Transpose Proximities Yuan Yin Zhewei Wei 40 53 0 16 May 2019
Billion-scale Network Embedding with Iterative Random Projection Ziwei Zhang Peng Cui Haoyang Li Tianlin Li Wenwu Zhu 96 82 0 07 May 2018
VERSE: Versatile Graph Embeddings from Similarity Measures Anton Tsitsulin Davide Mottin Panagiotis Karras Emmanuel Müller 45 267 0 13 Mar 2018
Network Embedding as Matrix Factorization: Unifying DeepWalk, LINE, PTE, and node2vec J. Qiu Yuxiao Dong Hao Ma Jian Li Kuansan Wang Jie Tang 46 916 0 09 Oct 2017
struc2vec: Learning Node Representations from Structural Identity Leonardo F. R. Ribeiro Pedro H. P. Saverese Daniel R. Figueiredo 49 1,151 0 11 Apr 2017
node2vec: Scalable Feature Learning for Networks Aditya Grover J. Leskovec 142 10,800 0 03 Jul 2016
LINE: Large-scale Information Network Embedding Jian Tang Meng Qu Mingzhe Wang Ming Zhang Jun Yan Qiaozhu Mei GNN 99 5,315 0 12 Mar 2015
DeepWalk: Online Learning of Social Representations Bryan Perozzi Rami Al-Rfou Steven Skiena HAI 202 9,735 0 26 Mar 2014
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 260 33,445 0 16 Oct 2013