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

Junliang Yu, Hongzhi Yin, Xin Xia 0013, Tong Chen 0005, LiZhen Cui, Quoc Viet Hung Nguyen. Are Graph Augmentations Necessary?: Simple Graph Contrastive Learning for Recommendation. In Enrique Amigó, Pablo Castells, Julio Gonzalo, Ben Carterette, J. Shane Culpepper, Gabriella Kazai, editors, SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022. pages 1294-1303, ACM, 2022. [doi]

Abstract

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