Representation-Learning-on-Heterogeneous-Graph
title: Representation Learning on Heterogeneous Graph
categories: - Paper tags: - Deep Learning - Graph Neural Network - Heterogeneous Graph - Representation Learning
Representation Learning on Heterogeneous Graph including Heterogeneous Graph Embedding, Heterogeneous Graph Neural Network and Applications.
Contributed by Houye Ji.
CIKM 2019 Recent Developments of Deep HIN Analysis
Ziniu Hu, Yuxiao Dong, Kuansan Wang, Yizhou Sun. Heterogeneous Graph Transformer. WWW 2020
Yuxiang Ren and Bo Liu and Chao Huang and Peng Dai and Liefeng Bo and Jiawei Zhang. Heterogeneous Deep Graph Infomax. AAAI 2020
Xingyu Fu, Jiani Zhang, Ziqiao Meng, Irwin King. Metapath Aggregated Graph Neural Network for Heterogeneous Graph Embedding. WWW2020
Seongjun Yun, Minbyul Jeong, Raehyun Kim, Jaewoo Kang, Hyunwoo J. Kim. Graph Transformer Networks. NIPS 2019
Yuxin Xiao, Zecheng
Zhang, Carl Yang, and Chengxiang Zhai. Non-local Attention Learning on Large Heterogeneous Information Networks IEEE Big Data 2019.
Shaohua Fan, Junxiong Zhu, Xiaotian Han, Chuan Shi, Linmei Hu, Biyu Ma, Yongliang Li. Metapath-guided Heterogeneous Graph Neural Network for Intent Recommendation. KDD 2019. paper
Chuxu Zhang, Dongjin Song, Chao Huang, Ananthram Swami, Nitesh V. Chawla. Heterogeneous Graph Neural Network. KDD 2019
Hao Peng, Jianxin Li, Qiran Gong, Yangqiu Song, Yuanxing Ning, Kunfeng Lai and Philip S. Yu Fine-grained Event Categorization with Heterogeneous Graph Convolutional. IJCAI 2019. paper
Xiao Wang, Houye Ji, Chuan Shi, Bai Wang, Peng Cui, Philip S. Yu, Yanfang Ye.Heterogeneous Graph Attention Network. https://github.com/Jhy1993/HANub.com/Jhy1993/HAN)
Yizhou Zhang, Yun Xiong, Xiangnan Kong, Shanshan Li, Jinhong Mi, Yangyong Zhu. Deep Collective Classification in Heterogeneous Information Networks. https://dl.acm.org/citation.cfm?id=3186106ion.cfm?id=3186106)
Ziqi Liu, Chaochao Chen, Xinxing Yang, Jun Zhou, Xiaolong Li, Le Song. Heterogeneous Graph Neural Networks for Malicious Account Detection. CIKM 2018. paper
Marinka Zitnik, Monica Agrawal, Jure Leskovec. Modeling polypharmacy side effects with graph convolutional networks ISMB 2018 paper