Linear-Time Graph Neural Networks for Scalable Recommendations

Author:

Zhang Jiahao1ORCID,Xue Rui2ORCID,Fan Wenqi1ORCID,Xu Xin1ORCID,Li Qing1ORCID,Pei Jian3ORCID,Liu Xiaorui2ORCID

Affiliation:

1. The Hong Kong Polytechnic University, Kowloon, Hong Kong

2. North Carolina State University, Raleigh, USA

3. Duke University, Durham, USA

Funder

National Natural Science Foundation of China

Internal Research Funds from The Hong Kong Polytechnic University

Research Collaborative Project from The Hong Kong Polytechnic University

Amazon Research Award 2022

General Research Fund from the Hong Kong Research Grants Council

SHTM Interdisciplinary Large Grant from The Hong Kong Polytechnic University

Publisher

ACM

Reference55 articles.

1. Rianne van den Berg, Thomas N Kipf, and Max Welling. 2017. Graph convolutional matrix completion. arXiv preprint arXiv:1706.02263 (2017).

2. Hao Chen Yuanchen Bei Qijie Shen Yue Xu Sheng Zhou Wenbing Huang Feiran Huang Senzhang Wang and Xiao Huang. 2024. Macro Graph Neural Networks for Online Billion-Scale Recommender Systems. In WWW.

3. Jie Chen Tengfei Ma and Cao Xiao. 2018a. Fastgcn: fast learning with graph convolutional networks via importance sampling. In ICLR.

4. Jianfei Chen Jun Zhu and Le Song. 2018b. Stochastic Training of Graph Convolutional Networks with Variance Reduction. In ICML.

5. Xiao Chen Wenqi Fan Jingfan Chen Haochen Liu Zitao Liu Zhaoxiang Zhang and Qing Li. 2023. Fairly adaptive negative sampling for recommendations. In WWW.

Cited by 1 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Graph Unlearning with Efficient Partial Retraining;Companion Proceedings of the ACM Web Conference 2024;2024-05-13

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3