Augmentations in Hypergraph Contrastive Learning: Fabricated and Generative

• Published in: Advances in neural information processing systems Vol. 35; p. 1909
• Main Authors: Wei, Tianxin, You, Yuning, Chen, Tianlong, Shen, Yang, He, Jingrui, Wang, Zhangyang
• Format: Journal Article
• Language: English
• Published: United States 01.12.2022
• ISSN: 1049-5258

This paper targets at improving the generalizability of hypergraph neural networks in the low-label regime, through applying the contrastive learning approach from images/graphs (we refer to it as ). We focus on the following question: We provide the solutions in two folds. First, guided by domain k...