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"

50 / 242 papers shown

Title
Heterogeneous Graph Tree Networks Nan Wu Chaofan Wang 21 0 0 01 Sep 2022
Heterogeneous Graph Masked Autoencoders Yijun Tian Kaiwen Dong Chunhui Zhang Chuxu Zhang Nitesh V. Chawla 24 74 0 21 Aug 2022
AHEAD: A Triple Attention Based Heterogeneous Graph Anomaly Detection Approach Shujie Yang Binchi Zhang Shangbin Feng Zhaoxuan Tan Qinghua Zheng Jun Zhou Minnan Luo 23 5 0 17 Aug 2022
GSim: A Graph Neural Network based Relevance Measure for Heterogeneous Graphs Linhao Luo Yixiang Fang Moli Lu Xin Cao Xiaofeng Zhang Wenjie Zhang 35 7 0 12 Aug 2022
Multiplex Heterogeneous Graph Convolutional Network YU Peng Chaofan Fu Yanwei Yu Chao Huang Zhongying Zhao Junyu Dong 27 65 0 12 Aug 2022
Characterizing and Understanding HGNNs on GPUs Yurui Lai Mo Zou Xiaocheng Yang Wenming Li Xiaochun Ye Xiaochun Ye Yuan Xie GNN 8 14 0 09 Aug 2022
HybridGNN: Learning Hybrid Representation in Multiplex Heterogeneous Networks Tiankai Gu Chaokun Wang Cheng Wu Jingcao Xu Yunkai Lou Changping Wang K. Xu Can Ye Yang Song 8 10 0 03 Aug 2022
HIRE: Distilling High-order Relational Knowledge From Heterogeneous Graph Neural Networks Jing Liu Tongya Zheng Qinfen Hao 29 7 0 25 Jul 2022
SGAT: Simplicial Graph Attention Network See Hian Lee Feng Ji Wee Peng Tay 69 23 0 24 Jul 2022
Visually-aware Acoustic Event Detection using Heterogeneous Graphs A. Shirian Krishna Somandepalli Victor Sanchez T. Guha 14 3 0 16 Jul 2022
Few-Shot Semantic Relation Prediction across Heterogeneous Graphs Pengfei Ding Yan Wang Guanfeng Liu Xiaofang Zhou 24 5 0 11 Jul 2022
Simple and Efficient Heterogeneous Graph Neural Network Xiaocheng Yang Yurui Lai Shirui Pan Xiaochun Ye Xiaochun Ye 56 123 0 06 Jul 2022
Text Enriched Sparse Hyperbolic Graph Convolutional Networks Nurendra Choudhary Nikhil S. Rao Karthik Subbian Chandan K. Reddy 28 0 0 06 Jul 2022
RAW-GNN: RAndom Walk Aggregation based Graph Neural Network Di Jin Rui-xia Wang Meng Ge Dongxiao He Xiang Li Wei Lin Weixiong Zhang 21 35 0 28 Jun 2022
Descent Steps of a Relation-Aware Energy Produce Heterogeneous Graph Neural Networks Hongjoon Ahn You‐Jun Yang Quan Gan Taesup Moon David Wipf 33 25 0 22 Jun 2022
Efficient and effective training of language and graph neural network models V. Ioannidis Xiang Song Da Zheng Houyu Zhang Jun Ma Yi Xu Belinda Zeng Trishul Chilimbi George Karypis GNN 11 11 0 22 Jun 2022
A Unification Framework for Euclidean and Hyperbolic Graph Neural Networks Mehrdad Khatir Nurendra Choudhary Sutanay Choudhury Khushbu Agarwal Chandan K. Reddy 23 4 0 09 Jun 2022
TrustGNN: Graph Neural Network based Trust Evaluation via Learnable Propagative and Composable Nature Cuiying Huo Di Jin Chundong Liang Dongxiao He Tie Qiu Lingfei Wu 34 13 0 25 May 2022
Ensemble Multi-Relational Graph Neural Networks Yuling Wang Haonan Xu Yanhua Yu Mengdi Zhang Zhenhao Li Yuji Yang Wei Wu 30 7 0 24 May 2022
MultiBiSage: A Web-Scale Recommendation System Using Multiple Bipartite Graphs at Pinterest Saket Gurukar Nikil Pancha Andrew Zhai Eric Kim Samson Hu Srinivas Parthasarathy Charles R. Rosenberg J. Leskovec 64 14 0 21 May 2022
Spatial-Temporal Meta-path Guided Explainable Crime Prediction Yuting Sun Tong Chen Hongzhi Yin 29 8 0 04 May 2022
Heterogeneous Graph Neural Networks using Self-supervised Reciprocally Contrastive Learning Cuiying Huo Dongxiao He Peican Zhu Di Jin Jianwu Dang Weixiong Zhang Witold Pedrycz Lingfei Wu SSL 25 3 0 30 Apr 2022
GTNet: A Tree-Based Deep Graph Learning Architecture Nan Wu Chaofan Wang 15 5 0 27 Apr 2022
Heterogeneous Information Network based Default Analysis on Banking Micro and Small Enterprise Users Zheng-Chao Zhang Yingsheng Ji Jiachen Shen Xi Zhang Guang-Yu Yang 24 5 0 24 Apr 2022
HRCF: Enhancing Collaborative Filtering via Hyperbolic Geometric Regularization Menglin Yang Min Zhou Jiahong Liu Defu Lian Irwin King 19 86 0 18 Apr 2022
Recent Progress in Conversational AI Zijun Xue Ruirui Li Mingda Li VLM LLMAG 17 2 0 08 Apr 2022
A Survey on Graph Representation Learning Methods Shima Khoshraftar A. An GNN AI4TS 32 108 0 04 Apr 2022
An unsupervised cluster-level based method for learning node representations of heterogeneous graphs in scientific papers Jie Song M. Liang Zhe Xue Junping Du Feifei Kou 28 0 0 31 Mar 2022
Unsupervised Network Embedding Beyond Homophily Zhiqiang Zhong Guadalupe Gonzalez Daniele Grattarola Jun Pang OODD GNN 21 6 0 21 Mar 2022
Zero-shot Transfer Learning within a Heterogeneous Graph via Knowledge Transfer Networks Minji Yoon John Palowitch Dustin Zelle Ziniu Hu Ruslan Salakhutdinov Bryan Perozzi 33 13 0 03 Mar 2022
Points-of-Interest Relationship Inference with Spatial-enriched Graph Neural Networks Yile Chen Xiucheng Li Gao Cong Cheng Long Z. Bao Shang Liu Wanli Gu Fuzheng Zhang 22 11 0 28 Feb 2022
Space4HGNN: A Novel, Modularized and Reproducible Platform to Evaluate Heterogeneous Graph Neural Network Tianyu Zhao Cheng Yang Yibo Li Quan Gan Zhenyi Wang Fengqi Liang Huan Zhao Yingxia Shao Xiao Wang Chuan Shi 23 36 0 18 Feb 2022
Effective Urban Region Representation Learning Using Heterogeneous Urban Graph Attention Network (HUGAT) Namwoo Kim Yoonjin Yoon AI4TS 24 9 0 18 Feb 2022
Graph-adaptive Rectified Linear Unit for Graph Neural Networks Yifei Zhang Hao Zhu Ziqiao Meng Piotr Koniusz Irwin King 35 32 0 13 Feb 2022
Graph Representation Learning via Aggregation Enhancement Maxim Fishman Chaim Baskin Evgenii Zheltonozhskii Almog David Ron Banner A. Mendelson 24 0 0 30 Jan 2022
Representation Learning on Heterostructures via Heterogeneous Anonymous Walks X. Guo Pengfei Jiao Ting Pan Wang Zhang Mengyu Jia Danyang Shi Wenjun Wang 27 1 0 18 Jan 2022
Quasi-Framelets: Another Improvement to GraphNeural Networks Mengxi Yang Xuebin Zheng Jie Yin Junbin Gao GNN 20 0 0 11 Jan 2022
Cross-view Self-Supervised Learning on Heterogeneous Graph Neural Network via Bootstrapping M. Park SSL 19 4 0 10 Jan 2022
DeHIN: A Decentralized Framework for Embedding Large-scale Heterogeneous Information Networks Mubashir Imran Hongzhi Yin Tong Chen Zi Huang Kai Zheng 30 2 0 08 Jan 2022
Are we really making much progress? Revisiting, benchmarking, and refining heterogeneous graph neural networks Qingsong Lv Ming Ding Qiang Liu Yuxiang Chen Wenzheng Feng Siming He Chang Zhou Jianguo Jiang Yuxiao Dong Jie Tang 42 312 0 30 Dec 2021
LeSICiN: A Heterogeneous Graph-based Approach for Automatic Legal Statute Identification from Indian Legal Documents Shounak Paul Pawan Goyal Saptarshi Ghosh AILaw 13 40 0 29 Dec 2021
Automatic Meta-Path Discovery for Effective Graph-Based Recommendation Wentao Ning Reynold Cheng Jiajun Shen Nur Al Hasan Haldar B. Kao Xiao Yan Nan Huo Wai Lam Tian Li Bo Tang 32 18 0 23 Dec 2021
Graph Convolutional Networks with Dual Message Passing for Subgraph Isomorphism Counting and Matching Xin Liu Yangqiu Song GNN 27 24 0 16 Dec 2021
SHGNN: Structure-Aware Heterogeneous Graph Neural Network Wentao Xu Yingce Xia Weiqing Liu Jiang Bian Jian Yin Tie-Yan Liu 27 6 0 12 Dec 2021
Uncovering the Local Hidden Community Structure in Social Networks Meng Wang Boyu Li Kun He J. Hopcroft GNN 26 2 0 08 Dec 2021
TEA: A Sequential Recommendation Framework via Temporally Evolving Aggregations Zijian Li Ruichu Cai Fengzhu Wu Siliang Zhang Hao Gu Yuexing Hao Yuguang Yan 39 4 0 14 Nov 2021
Heterogeneous Temporal Graph Neural Network Yujie Fan Mingxuan Ju Chuxu Zhang Liang Zhao Yanfang Ye 24 36 0 26 Oct 2021
Concept-Aware Denoising Graph Neural Network for Micro-Video Recommendation Yiyu Liu Qian Liu Yu Tian Changping Wang Yanan Niu Yang Song Chenliang Li 17 53 0 28 Sep 2021
Adaptive Neural Message Passing for Inductive Learning on Hypergraphs Devanshu Arya D. K. Gupta S. Rudinac M. Worring 50 12 0 22 Sep 2021
HeMI: Multi-view Embedding in Heterogeneous Graphs Costas Mavromatis George Karypis 21 3 0 14 Sep 2021