Heterogeneous Graph Transformer

3 March 2020

Yuxiao Dong

Papers citing "Heterogeneous Graph Transformer"

50 / 431 papers shown

Title
MetaFill: Text Infilling for Meta-Path Generation on Heterogeneous Information Networks Zequn Liu Kefei Duan Junwei Yang Hanwen Xu Ming Zhang Sheng Wang MoE 14 0 0 14 Oct 2022
SHINE: SubHypergraph Inductive Neural nEtwork Yuan Luo 13 13 0 13 Oct 2022
Brain Network Transformer Xuan Kan Wei Dai Hejie Cui Zilong Zhang Ying Guo Carl Yang MedIm 6 65 0 13 Oct 2022
Planning Assembly Sequence with Graph Transformer Lin Ma Jian Gong Hao Xu Hao Chen Hao Zhao Wenbin Huang Guyue Zhou 26 10 0 11 Oct 2022
Association Graph Learning for Multi-Task Classification with Category Shifts Jiayi Shen Zehao Xiao Xiantong Zhen Cees G. M. Snoek M. Worring OOD 21 4 0 10 Oct 2022
Robust Graph Structure Learning via Multiple Statistical Tests Yaohua Wang Fangyi Zhang Ming Lin Senzhang Wang Xiuyu Sun Rong Jin 11 1 0 08 Oct 2022
Heterogeneous Graph Neural Network for Privacy-Preserving Recommendation Yuecen Wei Xingcheng Fu Qingyun Sun Hao Peng Jia Wu Jinyan Wang Xianxian Li 13 12 0 02 Oct 2022
Heterogeneous Graph Contrastive Multi-view Learning Zehong Wang Qi Li Donghua Yu Xiaolong Han Xiaohong Gao Shigen Shen 26 12 0 01 Oct 2022
Enabling Homogeneous GNNs to Handle Heterogeneous Graphs via Relation Embedding Junfu Wang Yuanfang Guo Liang Yang Yun-an Wang 16 4 0 23 Sep 2022
Neural Graph Databases Maciej Besta Patrick Iff Florian Scheidl Kazuki Osawa Nikoli Dryden Michal Podstawski Tiancheng Chen Torsten Hoefler AI4CE 37 9 0 20 Sep 2022
DiP-GNN: Discriminative Pre-Training of Graph Neural Networks Simiao Zuo Haoming Jiang Qingyu Yin Xianfeng Tang Bing Yin Tuo Zhao 14 0 0 15 Sep 2022
Self-supervised Learning for Heterogeneous Graph via Structure Information based on Metapath Shuai Ma Jian-wei Liu Xin Zuo SSL 24 4 0 09 Sep 2022
Heterogeneous Graph Tree Networks Nan Wu Chaofan Wang 14 0 0 01 Sep 2022
Explainable Artificial Intelligence Applications in Cyber Security: State-of-the-Art in Research Zhibo Zhang H. A. Hamadi Ernesto Damiani C. Yeun Fatma Taher AAML 8 86 0 31 Aug 2022
Remote Work Optimization with Robust Multi-channel Graph Neural Networks Qinyi Zhu Liang Wu Qi Guo Liangjie Hong 4 0 0 26 Aug 2022
A Survey and Framework of Cooperative Perception: From Heterogeneous Singleton to Hierarchical Cooperation Zhengwei Bai Guoyuan Wu Matthew J. Barth Yongkang Liu E. A. Sisbot K. Oguchi Zhitong Huang 9 21 0 22 Aug 2022
Heterogeneous Graph Masked Autoencoders Yijun Tian Kaiwen Dong Chunhui Zhang Chuxu Zhang Nitesh V. Chawla 11 51 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 10 3 0 17 Aug 2022
Mask and Reason: Pre-Training Knowledge Graph Transformers for Complex Logical Queries Xiao Liu Shiyu Zhao Kai Su Yukuo Cen J. Qiu Mengdi Zhang Wei Yu Wu Yuxiao Dong Jie Tang 20 49 0 16 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 22 3 0 12 Aug 2022
Multiplex Heterogeneous Graph Convolutional Network YU Peng Chaofan Fu Yanwei Yu Chao Huang Zhongying Zhao Junyu Dong 11 65 0 12 Aug 2022
Heterogeneous Line Graph Transformer for Math Word Problems Zijian Hu Meng Jiang 8 1 0 11 Aug 2022
Face-to-Face Contrastive Learning for Social Intelligence Question-Answering Alex Wilf Qianli Ma Paul Pu Liang Amir Zadeh Louis-Philippe Morency 23 7 0 29 Jul 2022
Learning Personalized Representations using Graph Convolutional Network Hongyu Shen Jinoh Oh Shuai Zhao Guoyin Wang Taraneh Taghavi Sungjin Lee GNN AI4TS 15 1 0 28 Jul 2022
HIRE: Distilling High-order Relational Knowledge From Heterogeneous Graph Neural Networks Jing Liu Tongya Zheng Qinfen Hao 6 4 0 25 Jul 2022
RT-KGD: Relation Transition Aware Knowledge-Grounded Dialogue Generation Kexin Wang Zhixu Li Jiaan Wang Jianfeng Qu Ying He An Liu Lei Zhao 4 3 0 17 Jul 2022
Visually-aware Acoustic Event Detection using Heterogeneous Graphs A. Shirian Krishna Somandepalli Victor Sanchez T. Guha 9 3 0 16 Jul 2022
Reinforced Path Reasoning for Counterfactual Explainable Recommendation Xiang-jian Wang Qian Li Dianer Yu Guandong Xu CML LRM 7 12 0 14 Jul 2022
SparseTIR: Composable Abstractions for Sparse Compilation in Deep Learning Zihao Ye Ruihang Lai Junru Shao Tianqi Chen Luis Ceze 68 61 0 11 Jul 2022
TF-GNN: Graph Neural Networks in TensorFlow Oleksandr Ferludin Arno Eigenwillig Martin J. Blais Dustin Zelle Jan Pfeifer ... Anton Tsitsulin Kevin Villela Lisa Wang David Wong Bryan Perozzi GNN 4 30 0 07 Jul 2022
Simple and Efficient Heterogeneous Graph Neural Network Xiaocheng Yang Mingyu Yan Shirui Pan Xiaochun Ye Dongrui Fan 37 120 0 06 Jul 2022
Text Enriched Sparse Hyperbolic Graph Convolutional Networks Nurendra Choudhary Nikhil S. Rao Karthik Subbian Chandan K. Reddy 20 0 0 06 Jul 2022
Customized Conversational Recommender Systems Shuokai Li Yongchun Zhu Ruobing Xie Zhenwei Tang Zhao Zhang Fuzhen Zhuang Qing He Hui Xiong HAI 23 2 0 30 Jun 2022
Deformable Graph Transformer Jinyoung Park Seongjun Yun Hyeon-ju Park Jaewoo Kang Jisu Jeong KyungHyun Kim Jung-Woo Ha Hyunwoo J. Kim 63 7 0 29 Jun 2022
Geometry Contrastive Learning on Heterogeneous Graphs Shichao Zhu Chuan Zhou Anfeng Cheng Shirui Pan Shuaiqiang Wang Dawei Yin Bin Wang SSL 15 1 0 25 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 22 20 0 22 Jun 2022
Heterogeneous Graph Neural Networks for Software Effort Estimation Hung Phan Ali Jannesari 11 3 0 22 Jun 2022
MetaGL: Evaluation-Free Selection of Graph Learning Models via Meta-Learning Namyong Park Ryan Rossi Nesreen Ahmed Christos Faloutsos 14 3 0 18 Jun 2022
Beyond Real-world Benchmark Datasets: An Empirical Study of Node Classification with GNNs Seiji Maekawa Koki Noda Yuya Sasaki Makoto Onizuka 7 17 0 18 Jun 2022
Boosting Graph Structure Learning with Dummy Nodes Xin Liu Cheng Jiayang Yangqiu Song Xin Jiang 3DH 12 18 0 17 Jun 2022
TwiBot-22: Towards Graph-Based Twitter Bot Detection Shangbin Feng Zhaoxuan Tan Herun Wan Ningnan Wang Zilong Chen ... Yanbo Wang Lijing Zheng Zihan Ma Jundong Li Minnan Luo 16 62 0 09 Jun 2022
Graph Attention Multi-Layer Perceptron Wentao Zhang Ziqi Yin Zeang Sheng Yang Li Wenbin Ouyang Xiaosen Li Yangyu Tao Zhi-Xin Yang Bin Cui GNN AI4CE 14 81 0 09 Jun 2022
A Bird's-Eye Tutorial of Graph Attention Architectures Kaustubh D. Dhole Carl Yang 15 1 0 06 Jun 2022
Multi-Behavior Sequential Recommendation with Temporal Graph Transformer Lianghao Xia Chao Huang Yong-mei Xu Jiangsen Pei HAI 25 48 0 06 Jun 2022
Label-Enhanced Graph Neural Network for Semi-supervised Node Classification Le Yu Leilei Sun Bowen Du T. Zhu Weifeng Lv 16 9 0 31 May 2022
HierarchyNet: Learning to Summarize Source Code with Heterogeneous Representations Minh Huynh Nguyen Nghi D. Q. Bui Truong Son-Hy Long Tran-Thanh Tien N. Nguyen 22 1 0 31 May 2022
BRIGHT -- Graph Neural Networks in Real-Time Fraud Detection Mingxuan Lu Zhichao Han Susie Xi Rao Zitao Zhang Yang Zhao Yinan Shan Ramesh Raghunathan Ce Zhang Jiawei Jiang GNN 4 16 0 25 May 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 19 12 0 25 May 2022
Recipe2Vec: Multi-modal Recipe Representation Learning with Graph Neural Networks Yijun Tian Chuxu Zhang Zhichun Guo Yihong Ma Ronald A Metoyer Nitesh V. Chawla 23 16 0 24 May 2022
RecipeRec: A Heterogeneous Graph Learning Model for Recipe Recommendation Yijun Tian Chuxu Zhang Zhichun Guo Chao Huang Ronald A Metoyer Nitesh V. Chawla 14 20 0 24 May 2022