Heterogeneous Graph Transformer

3 March 2020

Yuxiao Dong

Papers citing "Heterogeneous Graph Transformer"

50 / 431 papers shown

Title
MotifClass: Weakly Supervised Text Classification with Higher-order Metadata Information Yu Zhang Shweta Garg Yu Meng Xiusi Chen Jiawei Han 13 16 0 07 Nov 2021
Heterogeneous Temporal Graph Neural Network Yujie Fan Mingxuan Ju Chuxu Zhang Liang Zhao Yanfang Ye 6 27 0 26 Oct 2021
SEA: Graph Shell Attention in Graph Neural Networks Christian Frey Yunpu Ma Matthias Schubert 23 1 0 20 Oct 2021
GNN-LM: Language Modeling based on Global Contexts via GNN Yuxian Meng Shi Zong Xiaoya Li Xiaofei Sun Tianwei Zhang Fei Wu Jiwei Li LRM 16 35 0 17 Oct 2021
Relation-aware Heterogeneous Graph for User Profiling Qilong Yan Yufeng Zhang Qiang Liu Shu Wu Liang Wang 28 13 0 14 Oct 2021
HETFORMER: Heterogeneous Transformer with Sparse Attention for Long-Text Extractive Summarization Ye Liu Jianguo Zhang Yao Wan Congying Xia Lifang He Philip S. Yu 19 25 0 12 Oct 2021
Graph-Guided Network for Irregularly Sampled Multivariate Time Series Xiang Zhang M. Zeman Theodoros Tsiligkaridis Marinka Zitnik MLAU AI4TS 12 75 0 11 Oct 2021
Knowledge-Enhanced Hierarchical Graph Transformer Network for Multi-Behavior Recommendation Lianghao Xia Chao Huang Yong-mei Xu Peng Dai Xiyue Zhang Hongsheng Yang J. Pei Liefeng Bo 106 188 0 08 Oct 2021
Cross-lingual Transfer for Text Classification with Dictionary-based Heterogeneous Graph Nuttapong Chairatanakul Noppayut Sriwatanasakdi Nontawat Charoenphakdee Xin Liu T. Murata 11 4 0 09 Sep 2021
HMSG: Heterogeneous Graph Neural Network based on Metapath Subgraph Learning Xinjun Cai Jiaxing Shang Fei Hao Dajiang Liu Linjiang Zheng 8 9 0 07 Sep 2021
Detecting Communities from Heterogeneous Graphs: A Context Path-based Graph Neural Network Model Linhao Luo Yixiang Fang Xin Cao Xiaofeng Zhang Wenjie Zhang GNN 19 41 0 05 Sep 2021
Multi-Relational Graph based Heterogeneous Multi-Task Learning in Community Question Answering Zizheng Lin Hao Ke N. Wong Jiaxin Bai Yangqiu Song Huan Zhao Junpeng Ye 16 10 0 04 Sep 2021
Heterogeneous Graph Neural Network with Multi-view Representation Learning Zezhi Shao Yongjun Xu Wei Wei Fei Wang Zhao Zhang Feida Zhu 9 19 0 31 Aug 2021
Graph Attention MLP with Reliable Label Utilization Wentao Zhang Ziqi Yin Zeang Sheng Wenbin Ouyang Xiaosen Li Yangyu Tao Zhi-Xin Yang Bin Cui GNN 16 2 0 23 Aug 2021
SPAN: Subgraph Prediction Attention Network for Dynamic Graphs Yuan Li Chuanchang Chen Y. Tao Hai Lin GNN 11 1 0 17 Aug 2021
HAWK: Rapid Android Malware Detection through Heterogeneous Graph Attention Networks Yiming Hei Renyu Yang Hao Peng Lihong Wang Xiaolin Xu Jianwei Liu Hong Liu Jie Xu Lichao Sun 15 41 0 17 Aug 2021
Global Self-Attention as a Replacement for Graph Convolution Md Shamim Hussain Mohammed J. Zaki D. Subramanian ViT 8 86 0 07 Aug 2021
Adaptive Transfer Learning on Graph Neural Networks Xueting Han Zhenhuan Huang Bang An Jing Bai 15 60 0 19 Jul 2021
Visual Relationship Forecasting in Videos Li Mi Yangjun Ou Zhenzhong Chen 6 5 0 02 Jul 2021
You are AllSet: A Multiset Function Framework for Hypergraph Neural Networks Eli Chien Chao Pan Jianhao Peng O. Milenkovic GNN 31 93 0 24 Jun 2021
DisenHAN: Disentangled Heterogeneous Graph Attention Network for Recommendation Yifan Wang Suyao Tang Yuntong Lei Weiping Song Sheng Wang Ming Zhang 6 107 0 21 Jun 2021
Embedding Heterogeneous Networks into Hyperbolic Space Without Meta-path Lili Wang Chongyang Gao Chenghan Huang Ruibo Liu Weicheng Ma Soroush Vosoughi 8 22 0 18 Jun 2021
Anomaly Detection in Dynamic Graphs via Transformer Yixin Liu Shirui Pan Yu Guang Wang Fei Xiong Liang Wang Qingfeng Chen V. C. Lee 4 66 0 18 Jun 2021
MHNF: Multi-hop Heterogeneous Neighborhood information Fusion graph representation learning Yundong Sun Dongjie Zhu Haiwen Du Zhaoshuo Tian 9 12 0 17 Jun 2021
Heterogeneous Edge-Enhanced Graph Attention Network For Multi-Agent Trajectory Prediction Xiaoyu Mo Yang Xing Chen Lv 9 18 0 14 Jun 2021
Graph Transformer Networks: Learning Meta-path Graphs to Improve GNNs Seongjun Yun Minbyul Jeong Sungdong Yoo Seunghun Lee Sean S. Yi Raehyun Kim Jaewoo Kang Hyunwoo J. Kim 11 40 0 11 Jun 2021
Do Transformers Really Perform Bad for Graph Representation? Chengxuan Ying Tianle Cai Shengjie Luo Shuxin Zheng Guolin Ke Di He Yanming Shen Tie-Yan Liu GNN 13 410 0 09 Jun 2021
Cross-Network Learning with Partially Aligned Graph Convolutional Networks Meng-Long Jiang GNN 11 9 0 03 Jun 2021
Heterogeneous Graph Representation Learning with Relation Awareness Le Yu Leilei Sun Bowen Du Chuanren Liu Weifeng Lv Hui Xiong 9 37 0 24 May 2021
A Robust and Generalized Framework for Adversarial Graph Embedding Jianxin Li Xingcheng Fu Hao Peng Senzhang Wang Shijie Zhu Qingyun Sun Philip S. Yu Lifang He 8 11 0 22 May 2021
Self-supervised Heterogeneous Graph Neural Network with Co-contrastive Learning Xiao Wang Nian Liu Hui-jun Han C. Shi SSL 10 288 0 19 May 2021
GIPA: General Information Propagation Algorithm for Graph Learning Qinkai Zheng Houyi Li Peng Zhang Zhixiong Yang Guowei Zhang Xintan Zeng Yongchao Liu 17 5 0 13 May 2021
Schema-Aware Deep Graph Convolutional Networks for Heterogeneous Graphs Saurav Manchanda Da Zheng George Karypis GNN 8 5 0 03 May 2021
Extracting Temporal Event Relation with Syntax-guided Graph Transformer Shuaicheng Zhang Lifu Huang Qiang Ning 10 14 0 19 Apr 2021
Higher-Order Attribute-Enhancing Heterogeneous Graph Neural Networks Jianxin Li Hao Peng Yuwei Cao Yingtong Dou Hekai Zhang Philip S. Yu Lifang He 8 67 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 28 91 0 16 Apr 2021
On Representation Learning for Scientific News Articles Using Heterogeneous Knowledge Graphs Angelika Romanou Panayiotis Smeros Karl Aberer 9 2 0 12 Apr 2021
AutoGL: A Library for Automated Graph Learning Ziwei Zhang Yijian Qin Zeyang Zhang Chaoyu Guan Jie Cai ... Beini Xie Yang Yao Yipeng Zhang Xin Eric Wang Wenwu Zhu 11 27 0 11 Apr 2021
Personalized Entity Resolution with Dynamic Heterogeneous Knowledge Graph Representations Ying Lin H. Wang Jiangning Chen Tong Wang Yue Liu Heng Ji Yang Liu Premkumar Natarajan 8 10 0 06 Apr 2021
Uniting Heterogeneity, Inductiveness, and Efficiency for Graph Representation Learning Tong Chen Hongzhi Yin Jie Ren Zi Huang Xiangliang Zhang Hao Wang 14 4 0 04 Apr 2021
Learning on heterogeneous graphs using high-order relations See Hian Lee Feng Ji Wee Peng Tay 15 4 0 29 Mar 2021
R-GSN: The Relation-based Graph Similar Network for Heterogeneous Graph Xinliang Wu Mengying Jiang Guizhong Liu GNN 6 6 0 14 Mar 2021
Sampling methods for efficient training of graph convolutional networks: A survey Xin Liu Mingyu Yan Lei Deng Guoqi Li Xiaochun Ye Dongrui Fan GNN 15 95 0 10 Mar 2021
OAG-BERT: Towards A Unified Backbone Language Model For Academic Knowledge Services Xiao Liu Da Yin Jingnan Zheng Xingjian Zhang Peng-Zhen Zhang Hongxia Yang Yuxiao Dong Jie Tang VLM 21 29 0 03 Mar 2021
A Biased Graph Neural Network Sampler with Near-Optimal Regret Qingru Zhang David Wipf Quan Gan Le Song 32 21 0 01 Mar 2021
Towards a Unified Framework for Fair and Stable Graph Representation Learning Chirag Agarwal Himabindu Lakkaraju Marinka Zitnik 6 138 0 25 Feb 2021
Genetic Meta-Structure Search for Recommendation on Heterogeneous Information Network Zhenyu Han Fengli Xu Jinghan Shi Yunfei Shang Haorui Ma Pan Hui Yong Li 6 27 0 21 Feb 2021
A Review of Biomedical Datasets Relating to Drug Discovery: A Knowledge Graph Perspective Stephen Bonner Ian P Barrett Cheng Ye Rowan Swiers O. Engkvist A. Bender Charles Tapley Hoyt William L. Hamilton 10 78 0 19 Feb 2021
Relation-aware Graph Attention Model With Adaptive Self-adversarial Training Xiao Qin Nasrullah Sheikh B. Reinwald Lingfei Wu 37 29 0 14 Feb 2021
Knowledge-Preserving Incremental Social Event Detection via Heterogeneous GNNs Yuwei Cao Hao Peng Jia Wu Yingtong Dou Jianxin Li Philip S. Yu 8 78 0 21 Jan 2021