MAGNN: Metapath Aggregated Graph Neural Network for Heterogeneous Graph Embedding

5 February 2020

Irwin King

Papers citing "MAGNN: Metapath Aggregated Graph Neural Network for Heterogeneous Graph Embedding"

42 / 242 papers shown

Title
Meta-Path-based Fake News Detection Leveraging Multi-level Social Context Information Jian Cui Kwanwoo Kim S. Na Seung-Eui Shin 30 25 0 13 Sep 2021
HMSG: Heterogeneous Graph Neural Network based on Metapath Subgraph Learning Xinjun Cai Jiaxing Shang Fei Hao Dajiang Liu Linjiang Zheng 29 19 0 07 Sep 2021
Structure-Aware Hard Negative Mining for Heterogeneous Graph Contrastive Learning Yanqiao Zhu Yichen Xu Hejie Cui Carl Yang Qiang Liu Shu Wu 24 9 0 31 Aug 2021
Heterogeneous Graph Neural Network with Multi-view Representation Learning Zezhi Shao Yongjun Xu Wei Wei Fei Wang Zhao Zhang Feida Zhu 29 20 0 31 Aug 2021
Optimal Solving of Constrained Path-Planning Problems with Graph Convolutional Networks and Optimized Tree Search Kevin Osanlou Andrei Bursuc Christophe Guettier Tristan Cazenave Éric Jacopin GNN AI4CE 26 11 0 02 Aug 2021
Property-Aware Relation Networks for Few-Shot Molecular Property Prediction Yaqing Wang Abulikemu Abuduweili Quanming Yao Dejing Dou 42 68 0 16 Jul 2021
Beyond Low-pass Filtering: Graph Convolutional Networks with Automatic Filtering Zonghan Wu Shirui Pan Guodong Long Jing Jiang Chengqi Zhang GNN 22 31 0 10 Jul 2021
MHNF: Multi-hop Heterogeneous Neighborhood information Fusion graph representation learning Yundong Sun Dongjie Zhu Haiwen Du Zhaoshuo Tian 21 19 0 17 Jun 2021
Optimizing Graph Transformer Networks with Graph-based Techniques Loc Hoang U. Agarwal G. Gill Roshan Dathathri Abhik Seal Brian Martin K. Pingali GNN 36 0 0 16 Jun 2021
A Comprehensive Survey on Graph Anomaly Detection with Deep Learning Xiaoxiao Ma Jia Wu Shan Xue Jian Yang Chuan Zhou Quan Z. Sheng Hui Xiong Leman Akoglu GNN AI4TS 43 538 0 14 Jun 2021
Cross-Network Learning with Partially Aligned Graph Convolutional Networks Meng Jiang GNN 29 12 0 03 Jun 2021
LGESQL: Line Graph Enhanced Text-to-SQL Model with Mixed Local and Non-Local Relations Ruisheng Cao Lu Chen Zhi Chen Yanbin Zhao Su Zhu Kai Yu 22 159 0 02 Jun 2021
A Comprehensive Survey on Community Detection with Deep Learning Xing Su Shan Xue Fanzhen Liu Jia Wu Jian Yang ... Cécile Paris Surya Nepal Di Jin Quan Z. Sheng Philip S. Yu GNN 19 321 0 26 May 2021
Heterogeneous Graph Representation Learning with Relation Awareness Le Yu Leilei Sun Bowen Du Chuanren Liu Weifeng Lv Hui Xiong 17 53 0 24 May 2021
Self-supervised Heterogeneous Graph Neural Network with Co-contrastive Learning Xiao Wang Nian Liu Hui-jun Han C. Shi SSL 18 375 0 19 May 2021
Schema-Aware Deep Graph Convolutional Networks for Heterogeneous Graphs Saurav Manchanda Da Zheng George Karypis GNN 19 5 0 03 May 2021
Higher-Order Attribute-Enhancing Heterogeneous Graph Neural Networks Jianxin Li Hao Peng Yuwei Cao Yingtong Dou Hekai Zhang Philip S. Yu Lifang He 30 79 0 16 Apr 2021
Reinforced Neighborhood Selection Guided Multi-Relational Graph Neural Networks Hao Peng Ruitong Zhang Yingtong Dou Renyu Yang Jingyi Zhang Philip S. Yu 33 115 0 16 Apr 2021
Medical Entity Disambiguation Using Graph Neural Networks Alina Vretinaris Chuan Lei Vasilis Efthymiou X. Qin Fatma Özcan 30 36 0 03 Apr 2021
Metapaths guided Neighbors aggregated Network for?Heterogeneous Graph Reasoning Bang Lin Xiuchong Wang Yu Dong Chengfu Huo Weijun Ren Chuanyu Xu 19 2 0 11 Mar 2021
Heterogeneous Similarity Graph Neural Network on Electronic Health Records Zheng Liu Xiaohan Li Hao Peng Lifang He Philip S. Yu 27 64 0 17 Jan 2021
A Literature Review of Recent Graph Embedding Techniques for Biomedical Data Yankai Chen Yaozu Wu Shicheng Ma Irwin King 17 6 0 17 Jan 2021
Het-node2vec: second order random walk sampling for heterogeneous multigraphs embedding Giorgio Valentini E. Casiraghi L. Cappelletti Tommaso Fontana Justin P Reese Peter N. Robinson 19 7 0 05 Jan 2021
Topology-aware Tensor Decomposition for Meta-graph Learning Hansi Yang Quanming Yao James T. Kwok 35 0 0 04 Jan 2021
Hybrid Micro/Macro Level Convolution for Heterogeneous Graph Learning Le Yu Leilei Sun Bowen Du Chuanren Liu Weifeng Lv Hui Xiong 25 13 0 29 Dec 2020
Self-Supervised Hyperboloid Representations from Logical Queries over Knowledge Graphs Nurendra Choudhary Nikhil S. Rao S. Katariya Karthik Subbian Chandan K. Reddy 16 64 0 23 Dec 2020
GAHNE: Graph-Aggregated Heterogeneous Network Embedding Xiaohe Li Lijie Wen Chen Qian Jianmin Wang 21 5 0 23 Dec 2020
Leveraging Meta-path Contexts for Classification in Heterogeneous Information Networks Xiang Li Danhao Ding B. Kao Yizhou Sun N. Mamoulis 37 46 0 18 Dec 2020
A Survey on Heterogeneous Graph Embedding: Methods, Techniques, Applications and Sources Xiao Wang Deyu Bo C. Shi Shaohua Fan Yanfang Ye Philip S. Yu AI4TS 38 294 0 30 Nov 2020
xFraud: Explainable Fraud Transaction Detection Susie Xi Rao Shuai Zhang Zhichao Han Zitao Zhang Wei Min Zhiyao Chen Yinan Shan Yang Zhao Ce Zhang 33 49 0 24 Nov 2020
AutoGraph: Automated Graph Neural Network Yaoman Li Irwin King GNN 27 43 0 23 Nov 2020
Personalised Meta-path Generation for Heterogeneous GNNs Zhiqiang Zhong Cheng-Te Li Jun Pang 18 4 0 26 Oct 2020
Metapath- and Entity-aware Graph Neural Network for Recommendation Muhammad Umer Anwaar Zhiwei Han Shyam Arumugaswamy Rayyan Ahmad Khan Thomas Weber Tianming Qiu Hao Shen Yuanting Liu M. Kleinsteuber 13 8 0 22 Oct 2020
Graph Learning for Combinatorial Optimization: A Survey of State-of-the-Art Yun Peng Byron Choi Jianliang Xu 25 5 0 26 Aug 2020
Tree Structure-Aware Graph Representation Learning via Integrated Hierarchical Aggregation and Relational Metric Learning Ziyue Qiao Pengyang Wang Yanjie Fu Yi Du P. Wang Yuanchun Zhou 22 18 0 23 Aug 2020
PanRep: Graph neural networks for extracting universal node embeddings in heterogeneous graphs V. Ioannidis Da Zheng George Karypis SSL 14 4 0 20 Jul 2020
Few-shot link prediction via graph neural networks for Covid-19 drug-repurposing V. Ioannidis Da Zheng George Karypis 10 50 0 20 Jul 2020
GCN for HIN via Implicit Utilization of Attention and Meta-paths Di Jin Zhizhi Yu Dongxiao He Carl Yang Philip S. Yu Jiawei Han GNN 16 10 0 06 Jul 2020
Interpretable and Efficient Heterogeneous Graph Convolutional Network Yaming Yang Ziyu Guan Jianxin Li Wei Zhao Jiangtao Cui Quan Wang GNN 24 171 0 27 May 2020
Graph Neural Networks: A Review of Methods and Applications Jie Zhou Ganqu Cui Shengding Hu Zhengyan Zhang Cheng Yang Zhiyuan Liu Lifeng Wang Changcheng Li Maosong Sun AI4CE GNN 28 5,400 0 20 Dec 2018
Concise Fuzzy Planar Embedding of Graphs: a Dimensionality Reduction Approach F. Abu-Khzam Rana H. Mouawi Amer Hajj Ahmad Sergio Thoumi 19 1 0 08 Mar 2018
Interaction Networks for Learning about Objects, Relations and Physics Peter W. Battaglia Razvan Pascanu Matthew Lai Danilo Jimenez Rezende Koray Kavukcuoglu AI4CE OCL PINN GNN 280 1,401 0 01 Dec 2016