Easing Embedding Learning by Comprehensive Transcription of Heterogeneous Information Networks

Author:

Shi Yu1,Zhu Qi1,Guo Fang1,Zhang Chao1,Han Jiawei1

Affiliation:

1. University of Illinois at Urbana-Champaign, Urbana, IL, USA

Funder

Army Research Laboratory

National Institute of General Medical Sciences

National Science Foundation

Defense Advanced Research Projects Agency

Publisher

ACM

Reference38 articles.

1. Sami Abu-El-Haija Bryan Perozzi and Rami Al-Rfou . 2017. Learning Edge Representations via Low-Rank Asymmetric Projections CIKM. 10.1145/3132847.3132959 Sami Abu-El-Haija Bryan Perozzi and Rami Al-Rfou . 2017. Learning Edge Representations via Low-Rank Asymmetric Projections CIKM. 10.1145/3132847.3132959

2. Shiyu Chang Wei Han Jiliang Tang Guo-Jun Qi Charu C Aggarwal and Thomas S Huang . 2015. Heterogeneous network embedding via deep architectures KDD. 10.1145/2783258.2783296 Shiyu Chang Wei Han Jiliang Tang Guo-Jun Qi Charu C Aggarwal and Thomas S Huang . 2015. Heterogeneous network embedding via deep architectures KDD. 10.1145/2783258.2783296

3. Ting Chen and Yizhou Sun . 2017. Task-Guided and Path-Augmented Heterogeneous Network Embedding for Author Identification WSDM. 10.1145/3018661.3018735 Ting Chen and Yizhou Sun . 2017. Task-Guided and Path-Augmented Heterogeneous Network Embedding for Author Identification WSDM. 10.1145/3018661.3018735

4. Hanjun Dai Bo Dai and Le Song . 2016. Discriminative embeddings of latent variable models for structured data ICML. Hanjun Dai Bo Dai and Le Song . 2016. Discriminative embeddings of latent variable models for structured data ICML.

5. Yuxiao Dong Nitesh V Chawla and Ananthram Swami . 2017. metapath2vec: Scalable representation learning for heterogeneous networks KDD. 10.1145/3097983.3098036 Yuxiao Dong Nitesh V Chawla and Ananthram Swami . 2017. metapath2vec: Scalable representation learning for heterogeneous networks KDD. 10.1145/3097983.3098036

Cited by 102 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