Are Graph Augmentations Necessary?: Simple Graph Contrastive Learning for Recommendation.

Junliang Yu|Hongzhi Yin|Xin Xia|Tong Chen|Lizhen Cui|Quoc Viet Hung Nguyen


Anthology ID:DBLP:conf/sigir/YuY00CN22
Volume:SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022
Year:2022
Venue:Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)
Publisher:ACM
Pages:1294-1303
URL:https://doi.org/10.1145/3477495.3531937
DOI:https://doi.org/10.1145/3477495.3531937
DBLP:conf/sigir/YuY00CN22
BibTeX:
@inproceedings{yu-2022-graph, author = {Junliang Yu and Hongzhi Yin and Xin Xia and Tong Chen and Lizhen Cui and Quoc Viet Hung Nguyen}, editor = {Enrique Amig\'{o} and Pablo Castells and Julio Gonzalo and Ben Carterette and J. Shane Culpepper and Gabriella Kazai}, title = {{Are Graph Augmentations Necessary?: Simple Graph Contrastive Learning for Recommendation}}, booktitle = {{SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022}}, pages = {1294--1303}, publisher = {ACM}, year = {2022}, url = {https://doi.org/10.1145/3477495.3531937}, doi = {https://doi.org/10.1145/3477495.3531937} }