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HUGE: Huge Unsupervised Graph Embeddings with TPUs

HUGE: Huge Unsupervised Graph Embeddings with TPUs

26 July 2023
Brandon Mayer
Anton Tsitsulin
Hendrik Fichtenberger
Jonathan J. Halcrow
Bryan Perozzi
    GNN
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Papers citing "HUGE: Huge Unsupervised Graph Embeddings with TPUs"

13 / 13 papers shown
Title
InstantEmbedding: Efficient Local Node Representations
InstantEmbedding: Efficient Local Node Representations
Stefan Postavaru
Anton Tsitsulin
Filipe Almeida
Yingtao Tian
Silvio Lattanzi
Bryan Perozzi
69
20
0
14 Oct 2020
FREDE: Anytime Graph Embeddings
FREDE: Anytime Graph Embeddings
Anton Tsitsulin
Marina Munkhoeva
Davide Mottin
Panagiotis Karras
Ivan Oseledets
Emmanuel Müller
74
34
0
08 Jun 2020
Machine Learning on Graphs: A Model and Comprehensive Taxonomy
Machine Learning on Graphs: A Model and Comprehensive Taxonomy
Ines Chami
Sami Abu-El-Haija
Bryan Perozzi
Christopher Ré
Kevin Patrick Murphy
85
290
0
07 May 2020
Open Graph Benchmark: Datasets for Machine Learning on Graphs
Open Graph Benchmark: Datasets for Machine Learning on Graphs
Weihua Hu
Matthias Fey
Marinka Zitnik
Yuxiao Dong
Hongyu Ren
Bowen Liu
Michele Catasta
J. Leskovec
301
2,728
0
02 May 2020
Fast and Accurate Network Embeddings via Very Sparse Random Projection
Fast and Accurate Network Embeddings via Very Sparse Random Projection
Haochen Chen
Syed Fahad Sultan
Yingtao Tian
Muhao Chen
Steven Skiena
44
89
0
30 Aug 2019
NetSMF: Large-Scale Network Embedding as Sparse Matrix Factorization
NetSMF: Large-Scale Network Embedding as Sparse Matrix Factorization
J. Qiu
Yuxiao Dong
Hao Ma
Jun Yu Li
Chi Wang
Kuansan Wang
Jie Tang
54
173
0
26 Jun 2019
Scalable Graph Embeddings via Sparse Transpose Proximities
Scalable Graph Embeddings via Sparse Transpose Proximities
Yuan Yin
Zhewei Wei
50
53
0
16 May 2019
GraphVite: A High-Performance CPU-GPU Hybrid System for Node Embedding
GraphVite: A High-Performance CPU-GPU Hybrid System for Node Embedding
Zhaocheng Zhu
Shizhen Xu
Meng Qu
Jian Tang
GNN
95
113
0
02 Mar 2019
Billion-scale Network Embedding with Iterative Random Projection
Billion-scale Network Embedding with Iterative Random Projection
Ziwei Zhang
Peng Cui
Haoyang Li
Tianlin Li
Wenwu Zhu
112
82
0
07 May 2018
VERSE: Versatile Graph Embeddings from Similarity Measures
VERSE: Versatile Graph Embeddings from Similarity Measures
Anton Tsitsulin
Davide Mottin
Panagiotis Karras
Emmanuel Müller
58
269
0
13 Mar 2018
In-Datacenter Performance Analysis of a Tensor Processing Unit
In-Datacenter Performance Analysis of a Tensor Processing Unit
N. Jouppi
C. Young
Nishant Patil
David Patterson
Gaurav Agrawal
...
Vijay Vasudevan
Richard Walter
Walter Wang
Eric Wilcox
Doe Hyun Yoon
233
4,630
0
16 Apr 2017
DeepWalk: Online Learning of Social Representations
DeepWalk: Online Learning of Social Representations
Bryan Perozzi
Rami Al-Rfou
Steven Skiena
HAI
254
9,779
0
26 Mar 2014
Distributed Representations of Words and Phrases and their
  Compositionality
Distributed Representations of Words and Phrases and their Compositionality
Tomas Mikolov
Ilya Sutskever
Kai Chen
G. Corrado
J. Dean
NAI
OCL
387
33,521
0
16 Oct 2013
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