Few-Shot Graph Classification with Structural-Enhanced Contrastive Learning for Graph Data Copyright Protection

Author:

Zhang Kainan1,Shin DongMyung2,Seo Daehee3,Cai Zhipeng1

Affiliation:

1. Georgia State University,Department of Computer Science,Atlanta,GA,USA,30303

2. LSWare Inc.,Seoul,Republic of Korea,08504

3. College of Intelligence Information Engineering, Sangmyung University,Seoul,Republic of Korea,03016

Publisher

Tsinghua University Press

Subject

Multidisciplinary

Reference47 articles.

1. Understanding social relationships with person-pair relations

2. An empirical study of graph contrastive learning;zhu;Arxiv preprint arXiv,2021

3. A fair comparison of graph neural networks for graph classification;errica;Arxiv preprint arXiv,2019

4. Are graph augmentations necessary? Simple graph contrastive learning for recommendation;yu;Proc Int'l ACM SIGIR Conf Research and Development in Information Retrieval,2022

5. Generalizing from a few examples: A survey on few-shot learning;wang;ACM Comput Surv,2020

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