A Comprehensive Survey of Graph Embedding: Problems, Techniques and Applications

22 September 2017

Hongyun Cai

V. Zheng

Kevin Chen-Chuan Chang

AI4TS

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Papers citing "A Comprehensive Survey of Graph Embedding: Problems, Techniques and Applications"

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Title
A Survey on Knowledge Graph-Based Recommender Systems Qingyu Guo Fuzhen Zhuang Chuan Qin Hengshu Zhu Xing Xie Hui Xiong Qing He 29 727 0 28 Feb 2020
DSSLP: A Distributed Framework for Semi-supervised Link Prediction Dalong Zhang Xianzheng Song Ziqi Liu Qing Cui Xin Huang Lin Wang Jun Zhou 4 4 0 27 Feb 2020
Dividing the Ontology Alignment Task with Semantic Embeddings and Logic-based Modules Ernesto Jiménez-Ruiz Asan Agibetov Jiaoyan Chen Matthias Samwald V. Cross 26 25 0 25 Feb 2020
Label-guided Learning for Text Classification Xien Liu Song Wang Xiao Zhang Xinxin You Ji Wu Dejing Dou 17 9 0 25 Feb 2020
Dual Graph Representation Learning Huiling Zhu Xin Luo Hankui Zhuo GNN 14 0 0 25 Feb 2020
Guiding Graph Embeddings using Path-Ranking Methods for Error Detection innoisy Knowledge Graphs K. Bougiatiotis R. Fasoulis F. Aisopos A. Nentidis George Giannakopoulos 16 4 0 19 Feb 2020
Geom-GCN: Geometric Graph Convolutional Networks Hongbin Pei Bingzhen Wei Kevin Chen-Chuan Chang Yu Lei Bo Yang GNN 169 1,080 0 13 Feb 2020
Relation Embedding for Personalised POI Recommendation Xianjing Wang Flora D. Salim Yongli Ren Piotr Koniusz 16 12 0 09 Feb 2020
Knowledge Graph Embedding for Link Prediction: A Comparative Analysis Andrea Rossi D. Firmani Antonio Matinata P. Merialdo Denilson Barbosa 22 340 0 03 Feb 2020
An Ontology-Aware Framework for Audio Event Classification Yiwei Sun Shabnam Ghaffarzadegan 16 23 0 27 Jan 2020
A Classification-Based Approach to Semi-Supervised Clustering with Pairwise Constraints Marek Śmieja Lukasz Struski Mário A. T. Figueiredo 22 37 0 18 Jan 2020
Deep Collaborative Embedding for information cascade prediction Yuhui Zhao Ning Yang Tao Lin Philip S. Yu GNN 6 13 0 18 Jan 2020
ExEm: Expert Embedding using dominating set theory with deep learning approaches Narjes Nikzad Khasmakhi M. Balafar M. Feizi-Derakhshi C. Motamed 24 18 0 16 Jan 2020
Tensor Graph Convolutional Networks for Text Classification Xien Liu Xinxin You Xiao Zhang Ji Wu Ping Lv GNN 24 244 0 12 Jan 2020
Can x2vec Save Lives? Integrating Graph and Language Embeddings for Automatic Mental Health Classification Alex Ruch 22 6 0 04 Jan 2020
Non-Parametric Learning of Gaifman Models Devendra Singh Dhami Siwen Yan Gautam Kunapuli S. Natarajan 22 3 0 02 Jan 2020
Deep Graph Similarity Learning: A Survey Guixiang Ma Nesreen Ahmed Theodore L. Willke Philip S. Yu GNN 21 77 0 25 Dec 2019
Privacy Attacks on Network Embeddings Michael Ellers Michael Cochez Tobias Schumacher M. Strohmaier Florian Lemmerich AAML 11 12 0 23 Dec 2019
Probability Calibration for Knowledge Graph Embedding Models Pedro Tabacof Luca Costabello 8 45 0 20 Dec 2019
Community detection in node-attributed social networks: a survey Petr Chunaev 14 237 0 20 Dec 2019
Bridging the Gap between Community and Node Representations: Graph Embedding via Community Detection A. Lutov Dingqi Yang Philippe Cudré-Mauroux 9 7 0 17 Dec 2019
Exploring Multi-Banking Customer-to-Customer Relations in AML Context with Poincaré Embeddings Lucia Larise Stavarache D. Narbutis Toyotaro Suzumura R. Harishankar Augustas Zaltauskas 14 4 0 04 Dec 2019
Gaussian Embedding of Large-scale Attributed Graphs B. Hettige Yuan-Fang Li Weiqing Wang Wray L. Buntine BDL 6 7 0 02 Dec 2019
RETRO: Relation Retrofitting For In-Database Machine Learning on Textual Data Michael Günther Maik Thiele Wolfgang Lehner 11 7 0 28 Nov 2019
Customized Graph Embedding: Tailoring Embedding Vectors to different Applications Bitan Hou Yujing Wang Ming Zeng Shan Jiang Ole J. Mengshoel Yunhai Tong Jing Bai 14 2 0 21 Nov 2019
Exponential Family Graph Embeddings Abdulkadir Çelikkanat Fragkiskos D. Malliaros 25 13 0 20 Nov 2019
RWNE: A Scalable Random-Walk-Based Network Embedding Framework with Personalized Higher-Order Proximity Preserved Jianxin Li Cheng Ji Hao Peng Yu He Yangqiu Song Xinmiao Zhang Fanzhang Peng 7 2 0 18 Nov 2019
A Capsule Network-based Model for Learning Node Embeddings Dai Quoc Nguyen T. Nguyen Dat Quoc Nguyen Dinh Q. Phung GNN 25 9 0 12 Nov 2019
Network Classifiers With Output Smoothing Elsa Rizk Roula Nassif Ali H. Sayed 14 1 0 30 Oct 2019
A Survey on Knowledge Graph Embeddings with Literals: Which model links better Literal-ly? Genet Asefa Gesese Russa Biswas Mehwish Alam Harald Sack 22 82 0 28 Oct 2019
Improving Graph Attention Networks with Large Margin-based Constraints Guangtao Wang Rex Ying Jing-ling Huang J. Leskovec 22 80 0 25 Oct 2019
Network2Vec Learning Node Representation Based on Space Mapping in Networks Zhenhua Huang Zhenyu Wang Rui Zhang Yangyang Zhao Xiaohui Xie S. Mehrotra 23 1 0 23 Oct 2019
Recurrent Attention Walk for Semi-supervised Classification Uchenna Akujuobi Qiannan Zhang Han Yufei Xiangliang Zhang GNN 21 8 0 22 Oct 2019
Entity Summarization: State of the Art and Future Challenges Qingxia Liu Gong Cheng Kalpa Gunaratna Yuzhong Qu AI4TS 8 37 0 18 Oct 2019
Constrained Non-Affine Alignment of Embeddings Yuwei Wang Yan Zheng Yanqing Peng Chin-Chia Michael Yeh Zhongfang Zhuang Das Mahashweta Bendre Mangesh Feifei Li Wei Zhang J. M. Phillips 14 3 0 13 Oct 2019
Spectral embedding of weighted graphs Ian Gallagher Andrew Jones A. Bertiger Carey Priebe Patrick Rubin-Delanchy 13 16 0 12 Oct 2019
GraphZoom: A multi-level spectral approach for accurate and scalable graph embedding Chenhui Deng Zhiqiang Zhao Yongyu Wang Zhiru Zhang Zhuo Feng 32 105 0 06 Oct 2019
Predicting the Role of Political Trolls in Social Media Atanas G. Atanasov Danny Scarponi Daniel Klein 17 26 0 04 Oct 2019
Dynamic Joint Variational Graph Autoencoders Sedigheh Mahdavi Shima Khoshraftar Aijun An BDL 8 24 0 04 Oct 2019
Learning Robust Representations with Graph Denoising Policy Network Lu Wang Wenchao Yu Wei Wang Wei Cheng Wei Zhang H. Zha Xiaofeng He Haifeng Chen OOD 6 26 0 04 Oct 2019
Graph-Preserving Grid Layout: A Simple Graph Drawing Method for Graph Classification using CNNs Yecheng Lyu Xinming Huang Ziming Zhang 29 0 0 26 Sep 2019
Overlapping Community Detection with Graph Neural Networks Oleksandr Shchur Stephan Günnemann GNN 19 129 0 26 Sep 2019
PINE: Universal Deep Embedding for Graph Nodes via Partial Permutation Invariant Set Functions Shupeng Gui Xiangliang Zhang Pan Zhong Shuang Qiu Mingrui Wu Jieping Ye Zhengdao Wang Ji Liu 27 15 0 25 Sep 2019
ASU at TextGraphs 2019 Shared Task: Explanation ReGeneration using Language Models and Iterative Re-Ranking Pratyay Banerjee LRM 11 21 0 19 Sep 2019
Stacking Models for Nearly Optimal Link Prediction in Complex Networks Amir Ghasemian Homa Hosseinmardi Aram Galstyan E. Airoldi A. Clauset 21 128 0 17 Sep 2019
DyANE: Dynamics-aware node embedding for temporal networks Koya Sato Mizuki Oka Alain Barrat C. Cattuto AI4TS AI4CE 8 15 0 12 Sep 2019
Temporal Network Embedding with Micro- and Macro-dynamics Yuanfu Lu Tianlin Li C. Shi Philip S. Yu Yanfang Ye AI4TS AI4CE 19 117 0 10 Sep 2019
Composing Knowledge Graph Embeddings via Word Embeddings Lianbo Ma Peng Sun Zhiwei Lin Hui Wang CoGe 28 10 0 09 Sep 2019
HeteSpaceyWalk: A Heterogeneous Spacey Random Walk for Heterogeneous Information Network Embedding Yu He Yangqiu Song Jianxin Li Cheng Ji Jian Peng Hao Peng 13 111 0 07 Sep 2019
Parallel Computation of Graph Embeddings Chi Thang Duong Hongzhi Yin Thanh Dat Hoang Truong Giang Le Ba Matthias Weidlich Quoc Viet Hung Nguyen Karl Aberer GNN 17 2 0 06 Sep 2019