Multiplex Heterogeneous Graph Convolutional Network

Author:

Yu Pengyang1,Fu Chaofan1,Yu Yanwei1,Huang Chao2,Zhao Zhongying3,Dong Junyu1

Affiliation:

1. Ocean University of China, Qingdao, China

2. The University of Hong Kong, Hong Kong, China

3. Shandong University of Science and Technology, Qingdao, China

Funder

National Natural Science Foundation of China

National Key Research and Development Program of China

Publisher

ACM

Reference42 articles.

1. Yukuo Cen Xu Zou Jianwei Zhang Hongxia Yang Jingren Zhou and Jie Tang. 2019. Representation Learning for Attributed Multiplex Heterogeneous Network. In KDD. 1358--1368. Yukuo Cen Xu Zou Jianwei Zhang Hongxia Yang Jingren Zhou and Jie Tang. 2019. Representation Learning for Attributed Multiplex Heterogeneous Network. In KDD. 1358--1368.

2. Haochen Chen , Syed Fahad Sultan , Yingtao Tian, Muhao Chen, and Steven Skiena. 2019 . Fast and Accurate Network Embeddings via Very Sparse Random Projection. In CIKM. 399--408. Haochen Chen, Syed Fahad Sultan, Yingtao Tian, Muhao Chen, and Steven Skiena. 2019. Fast and Accurate Network Embeddings via Very Sparse Random Projection. In CIKM. 399--408.

3. Hongxu Chen , Hongzhi Yin , Weiqing Wang , Hao Wang , Quoc Viet Hung Nguyen, and Xue Li . 2018 . PME: projected metric embedding on heterogeneous networks for link prediction. In KDD. 1177--1186. Hongxu Chen, Hongzhi Yin, Weiqing Wang, Hao Wang, Quoc Viet Hung Nguyen, and Xue Li. 2018. PME: projected metric embedding on heterogeneous networks for link prediction. In KDD. 1177--1186.

4. Yuxiao Dong Nitesh V Chawla and Ananthram Swami. 2017. metapath2vec: Scalable representation learning for heterogeneous networks. In KDD. 135--144. Yuxiao Dong Nitesh V Chawla and Ananthram Swami. 2017. metapath2vec: Scalable representation learning for heterogeneous networks. In KDD. 135--144.

5. Xinyu Fu , Jiani Zhang , Ziqiao Meng , and Irwin King . 2020 . Magnn: Metapath aggregated graph neural network for heterogeneous graph embedding. In WWW. 2331--2341. Xinyu Fu, Jiani Zhang, Ziqiao Meng, and Irwin King. 2020. Magnn: Metapath aggregated graph neural network for heterogeneous graph embedding. In WWW. 2331--2341.

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