Heterogeneous Graph Transformer

3 March 2020

Yuxiao Dong

Papers citing "Heterogeneous Graph Transformer"

31 / 431 papers shown

Title
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 6 6 0 05 Jan 2021
Topology-aware Tensor Decomposition for Meta-graph Learning Hansi Yang Quanming Yao James T. Kwok 25 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 17 13 0 29 Dec 2020
Suspicious Massive Registration Detection via Dynamic Heterogeneous Graph Neural Networks Susie Xi Rao Shuai Zhang Zhichao Han Zitao Zhang Wei Min Mo Cheng Yinan Shan Yang Zhao Ce Zhang 6 7 0 20 Dec 2020
Leveraging Meta-path Contexts for Classification in Heterogeneous Information Networks Xiang Li Danhao Ding B. Kao Yizhou Sun N. Mamoulis 22 45 0 18 Dec 2020
A Generalization of Transformer Networks to Graphs Vijay Prakash Dwivedi Xavier Bresson AI4CE 13 575 0 17 Dec 2020
Graph Neural Networks: Taxonomy, Advances and Trends Yu Zhou Haixia Zheng Xin Huang Shufeng Hao Dengao Li Jumin Zhao AI4TS 20 80 0 16 Dec 2020
GDA-HIN: A Generalized Domain Adaptive Model across Heterogeneous Information Networks Tiancheng Huang Ke Xu Donglin Wang 6 3 0 10 Dec 2020
Learning to Represent Programs with Heterogeneous Graphs Kechi Zhang Wenhan Wang Huangzhao Zhang Ge Li Zhi Jin GNN 4 50 0 08 Dec 2020
Label Enhanced Event Detection with Heterogeneous Graph Attention Networks Shiyao Cui Yu Bowen Xin Cong Tingwen Liu Quangang Li Jinqiao Shi 6 8 0 03 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 12 229 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 15 33 0 24 Nov 2020
Scalable Graph Neural Networks for Heterogeneous Graphs Lingfan Yu Jiajun Shen Jinyang Li Adam Lerer GNN 22 41 0 19 Nov 2020
Node Attribute Completion in Knowledge Graphs with Multi-Relational Propagation Eda Bayram Alberto García-Durán Robert West 18 11 0 10 Nov 2020
Learning Continuous System Dynamics from Irregularly-Sampled Partial Observations Zijie Huang Yizhou Sun Wei Wang AI4CE 4 56 0 08 Nov 2020
Personalised Meta-path Generation for Heterogeneous GNNs Zhiqiang Zhong Cheng-Te Li Jun Pang 8 2 0 26 Oct 2020
Incorporating Commonsense Knowledge into Abstractive Dialogue Summarization via Heterogeneous Graph Networks Xiachong Feng Xiaocheng Feng Bing Qin Ting Liu 64 47 0 20 Oct 2020
Meta-path Free Semi-supervised Learning for Heterogeneous Networks Shin-woo Park Byunguk Bae Jinyoung Yeo Seung-won Hwang 19 1 0 18 Oct 2020
Layer-stacked Attention for Heterogeneous Network Embedding Nhat Chau Tran Jean X. Gao 9 1 0 17 Sep 2020
Jointly Cross- and Self-Modal Graph Attention Network for Query-Based Moment Localization Daizong Liu Xiaoye Qu Xiao-Yang Liu Jianfeng Dong Pan Zhou Zichuan Xu 13 116 0 04 Aug 2020
Learning Attribute-Structure Co-Evolutions in Dynamic Graphs D. Wang Zhihan Zhang Yihong Ma Tong Zhao Tianwen Jiang Nitesh V. Chawla Meng-Long Jiang 8 7 0 25 Jul 2020
Self-Supervised Learning of Contextual Embeddings for Link Prediction in Heterogeneous Networks Ping Wang Khushbu Agarwal Colby Ham Sutanay Choudhury Chandan K. Reddy SSL 6 50 0 22 Jul 2020
Pre-Trained Models for Heterogeneous Information Networks Yang Fang Xiang Zhao Yifan Chen W. Xiao Maarten de Rijke SSL 30 1 0 07 Jul 2020
GPT-GNN: Generative Pre-Training of Graph Neural Networks Ziniu Hu Yuxiao Dong Kuansan Wang Kai-Wei Chang Yizhou Sun SSL AI4CE 10 539 0 27 Jun 2020
Zero-Shot Learning with Common Sense Knowledge Graphs Nihal V. Nayak Stephen H. Bach VLM 10 36 0 18 Jun 2020
Self-supervised Learning: Generative or Contrastive Xiao Liu Fanjin Zhang Zhenyu Hou Zhaoyu Wang Li Mian Jing Zhang Jie Tang SSL 16 1,567 0 15 Jun 2020
Graph Meta Learning via Local Subgraphs Kexin Huang Marinka Zitnik 18 141 0 14 Jun 2020
Interpretable and Efficient Heterogeneous Graph Convolutional Network Yaming Yang Ziyu Guan Jianxin Li Wei Zhao Jiangtao Cui Quan Wang GNN 6 143 0 27 May 2020
Open Graph Benchmark: Datasets for Machine Learning on Graphs Weihua Hu Matthias Fey Marinka Zitnik Yuxiao Dong Hongyu Ren Bowen Liu Michele Catasta J. Leskovec 14 2,217 0 02 May 2020
Heterogeneous Network Representation Learning: A Unified Framework with Survey and Benchmark Carl Yang Yuxin Xiao Yu Zhang Yizhou Sun Jiawei Han AI4TS 31 56 0 01 Apr 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 10 4,526 0 20 Dec 2018