Resource-Efficient Training for Large Graph Convolutional Networks with Label-Centric Cumulative Sampling.

Mingkai Lin|Wenzhong Li|Ding Li|Yizhou Chen|Sanglu Lu


Anthology ID:DBLP:conf/www/LinLLCL22
Volume:WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022
Year:2022
Venue:The Web Conference (WWW)
Publisher:ACM
Pages:1170-1180
URL:https://doi.org/10.1145/3485447.3512165
DOI:https://doi.org/10.1145/3485447.3512165
DBLP:conf/www/LinLLCL22
BibTeX:
@inproceedings{lin-2022-resourceefficient, author = {Mingkai Lin and Wenzhong Li and Ding Li and Yizhou Chen and Sanglu Lu}, editor = {Fr\'{e}d\'{e}rique Laforest and Rapha\"{e}l Troncy and Elena Simperl and Deepak Agarwal and Aristides Gionis and Ivan Herman and Lionel M\'{e}dini}, title = {{Resource-Efficient Training for Large Graph Convolutional Networks with Label-Centric Cumulative Sampling}}, booktitle = {{WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022}}, pages = {1170--1180}, publisher = {ACM}, year = {2022}, url = {https://doi.org/10.1145/3485447.3512165}, doi = {https://doi.org/10.1145/3485447.3512165} }