Scaling R-GCN Training with Graph Summarization

Alessandro Generale; Till Blume; Michael Cochez

doi:10.1145/3487553.3524719

Scaling R-GCN Training with Graph Summarization

Alessandro Generale, Till Blume, Michael Cochez

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Original language	English
Title of host publication	WWW '22: Companion Proceedings of the Web Conference 2022
Place of Publication	Virtual Event, Lyon, France
Publisher	Association for Computing Machinery
Pages	1073-1082
Number of pages	10
ISBN (Print)	978-1-4503-9130-6
DOIs	https://doi.org/10.1145/3487553.3524719
State	Published - Apr 1 2022
Externally published	Yes

Publication series

Name	WWW '22
Publisher	Association for Computing Machinery

Keywords

graph neural network
graph summarization
scalability

Access to Document

10.1145/3487553.3524719

https://arxiv.org/abs/2203.02622

DL: ICAI Discovery Lab
van Harmelen, F. (CoPI), De Rijke, M. (CoI), Siebert, M. (CoI), Hoekstra, R. (CoPI), Tsatsaronis, G. (CoPI), Groth, P. (CoPI), Cochez, M. (CoI), Pernisch, R. (CoI), Alivanistos, D. (CoI), Mansoury, M. (CoI), van Hoof, H. (CoI), Pal, V. (CoI), Pijnenburg, T. (CoI), Mitra, P. (CoI), Bey, T. (CoI) & de Waard, A. (CoPI)
10/1/19 → 03/31/25
Project: Research

Cite this

@inproceedings{f7f30801edb74f29ba341e266cc13aec,

title = "Scaling R-GCN Training with Graph Summarization",

keywords = "graph neural network, graph summarization, scalability",

author = "Alessandro Generale and Till Blume and Michael Cochez",

note = "arXiv preprint arXiv:2203.02622",

year = "2022",

month = apr,

day = "1",

doi = "10.1145/3487553.3524719",

language = "English",

isbn = "978-1-4503-9130-6",

series = "WWW '22",

publisher = "Association for Computing Machinery",

pages = "1073--1082",

booktitle = "WWW '22: Companion Proceedings of the Web Conference 2022",

}

TY - GEN

T1 - Scaling R-GCN Training with Graph Summarization

AU - Generale, Alessandro

AU - Blume, Till

AU - Cochez, Michael

N1 - arXiv preprint arXiv:2203.02622

PY - 2022/4/1

Y1 - 2022/4/1

KW - graph neural network

KW - graph summarization

KW - scalability

U2 - 10.1145/3487553.3524719

DO - 10.1145/3487553.3524719

M3 - Conference contribution

SN - 978-1-4503-9130-6

T3 - WWW '22

SP - 1073

EP - 1082

BT - WWW '22: Companion Proceedings of the Web Conference 2022

PB - Association for Computing Machinery

CY - Virtual Event, Lyon, France

ER -

Scaling R-GCN Training with Graph Summarization

Publication series

Keywords

Access to Document

Projects

DL: ICAI Discovery Lab

Cite this