RPT: Toward Transferable Model on Heterogeneous Researcher Data via Pre-Training

Author:

Qiao Ziyue1ORCID,Fu Yanjie2ORCID,Wang Pengyang3ORCID,Xiao Meng1ORCID,Ning Zhiyuan1,Zhang Denghui4,Du Yi1,Zhou Yuanchun1ORCID

Affiliation:

1. Computer Network Information Center, Chinese Academy of Sciences, Beijing, China

2. Department of Computer Science, University of Central Florida, Orlando, FL, USA

3. State Key Laboratory of Internet of Things for Smart City, University of Macau, Taipa, Macau, China

4. Information System Department, Rutgers University, Piscataway, NJ, USA

Funder

National Natural Science Foundation of China

Ministry of Science and Technology Innovation Methods

Beijing Nova Program of Science and Technology

Beijing Natural Science Foundation

Youth Innovation Promotion Association of the Chinese Academy of Sciences

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Information Systems and Management,Information Systems

Reference81 articles.

1. Modeling relational data with graph convolutional networks;schlichtkrull;Proc Eur Semantic Web Conf,2018

2. Hierarchical graph representation learning with differentiable pooling;ying;Proc 32nd Int Conf Neural Inf Process Syst,2018

3. Dropout: A simple way to prevent neural networks from overfitting;srivastava;J Mach Learn Res,2014

4. GraphSAINT: Graph sampling based inductive learning method;zeng;Proc Int Conf Learn Representations,2020

5. Sampling from large graphs

Cited by 7 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

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