Graph Transformer Networks

6 November 2019

Papers citing "Graph Transformer Networks"

50 / 401 papers shown

Title
Self-supervised Learning for Heterogeneous Graph via Structure Information based on Metapath Shuai Ma Jian-wei Liu Xin Zuo SSL 32 5 0 09 Sep 2022
Heterogeneous Graph Tree Networks Nan Wu Chaofan Wang 19 0 0 01 Sep 2022
DRAGON: Decentralized Fault Tolerance in Edge Federations Shreshth Tuli G. Casale N. Jennings 18 10 0 16 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 33 57 0 16 Aug 2022
Multiplex Heterogeneous Graph Convolutional Network YU Peng Chaofan Fu Yanwei Yu Chao Huang Zhongying Zhao Junyu Dong 19 65 0 12 Aug 2022
Cross-Skeleton Interaction Graph Aggregation Network for Representation Learning of Mouse Social Behaviour Feixiang Zhou Xinyu Yang Fangyuan Chen Long Chen Zheheng Jiang Huixia Zhu R. Heckel Haikuan Wang M. Fei Huiyu Zhou 21 6 0 07 Aug 2022
Video Graph Transformer for Video Question Answering Junbin Xiao Pan Zhou Tat-Seng Chua Shuicheng Yan ViT 142 75 0 12 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 16 35 0 07 Jul 2022
Fine-Grained Modeling and Optimization for Intelligent Resource Management in Big Data Processing Chenghao Lyu Qi Fan Fei Song Arnab Sinha Y. Diao ... Li Ma Yihui Feng Yaliang Li Kai Zeng Jingren Zhou 6 9 0 05 Jul 2022
Discourse-Aware Graph Networks for Textual Logical Reasoning Yinya Huang Lemao Liu Kun Xu Meng Fang Liang Lin Xi Liang NAI 13 5 0 04 Jul 2022
Interpretable Graph Neural Networks for Connectome-Based Brain Disorder Analysis Hejie Cui Wei Dai Yanqiao Zhu Xiaoxiao Li Lifang He Carl Yang 66 78 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 82 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 25 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 33 25 0 22 Jun 2022
Route to Time and Time to Route: Travel Time Estimation from Sparse Trajectories Zhiwen Zhang Hongjun Wang Z. Fan Jiyuan Chen Xuan Song Ryosuke Shibasaki 24 1 0 21 Jun 2022
Beyond Real-world Benchmark Datasets: An Empirical Study of Node Classification with GNNs Seiji Maekawa Koki Noda Yuya Sasaki Makoto Onizuka 17 21 0 18 Jun 2022
A Survey of Graph-based Deep Learning for Anomaly Detection in Distributed Systems Armin Danesh Pazho Ghazal Alinezhad Noghre Arnab A. Purkayastha Jagannadh Vempati Otto Martin Hamed Tabkhi GNN 18 33 0 08 Jun 2022
Shortest Path Networks for Graph Property Prediction Ralph Abboud Radoslav Dimitrov .Ismail .Ilkan Ceylan GNN 24 44 0 02 Jun 2022
Surface Analysis with Vision Transformers Simon Dahan Logan Z. J. Williams Abdulah Fawaz Daniel Rueckert E. C. Robinson ViT MedIm 25 2 0 31 May 2022
Ensemble Multi-Relational Graph Neural Networks Yuling Wang Haonan Xu Yanhua Yu Mengdi Zhang Zhenhao Li Yuji Yang Wei Yu Wu 28 7 0 24 May 2022
Heterformer: Transformer-based Deep Node Representation Learning on Heterogeneous Text-Rich Networks Bowen Jin Yu Zhang Qi Zhu Jiawei Han 82 40 0 20 May 2022
Entity Alignment with Reliable Path Reasoning and Relation-Aware Heterogeneous Graph Transformer Weishan Cai Wenjun Ma Jieyu Zhan Yuncheng Jiang 63 24 0 18 May 2022
GraphMapper: Efficient Visual Navigation by Scene Graph Generation Zachary Seymour Niluthpol Chowdhury Mithun Han-Pang Chiu S. Samarasekera Rakesh Kumar 22 8 0 17 May 2022
Robot Cooking with Stir-fry: Bimanual Non-prehensile Manipulation of Semi-fluid Objects Junjia Liu Yiting Chen Zhipeng Dong Shixiong Wang Sylvain Calinon Miao Li Fei Chen 27 59 0 12 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
Attention Mechanism in Neural Networks: Where it Comes and Where it Goes Derya Soydaner 3DV 36 149 0 27 Apr 2022
Explicit Feature Interaction-aware Graph Neural Networks Minkyu Kim Hyunseung Choi Jinho Kim GNN 22 6 0 07 Apr 2022
Graph Neural Networks Designed for Different Graph Types: A Survey J. M. Thomas Alice Moallemy-Oureh Silvia Beddar-Wiesing Clara Holzhuter 23 29 0 06 Apr 2022
Geometry-Aware Supertagging with Heterogeneous Dynamic Convolutions Konstantinos Kogkalidis M. Moortgat 11 9 0 23 Mar 2022
Inspection-L: Self-Supervised GNN Node Embeddings for Money Laundering Detection in Bitcoin Wai Weng Lo Gayan K. Kulatilleke Mohanad Sarhan S. Layeghy Marius Portmann 14 36 0 20 Mar 2022
HeterMPC: A Heterogeneous Graph Neural Network for Response Generation in Multi-Party Conversations Jia-Chen Gu Chao-Hong Tan Chongyang Tao Zhen-Hua Ling Huang Hu Xiubo Geng Daxin Jiang 34 30 0 16 Mar 2022
Simplicial Attention Neural Networks L. Giusti Claudio Battiloro P. Lorenzo S. Sardellitti Sergio Barbarossa 38 32 0 14 Mar 2022
Graph Attention Transformer Network for Multi-Label Image Classification Jin Yuan Shikai Chen Yao Zhang Zhongchao Shi Xin Geng Jianping Fan Yong Rui ViT 23 30 0 08 Mar 2022
I-GCN: A Graph Convolutional Network Accelerator with Runtime Locality Enhancement through Islandization Tong Geng Chunshu Wu Yongan Zhang Cheng Tan Chenhao Xie Haoran You Martin C. Herbordt Yingyan Lin Ang Li GNN 13 107 0 07 Mar 2022
Sky Computing: Accelerating Geo-distributed Computing in Federated Learning Jie Zhu Shenggui Li Yang You FedML 14 5 0 24 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 21 36 0 18 Feb 2022
Heterogeneous Graph Learning for Explainable Recommendation over Academic Networks Xiangtai Chen Tao Tang Jing Ren Ivan Lee Honglong Chen Feng Xia 6 6 0 16 Feb 2022
XAI for Transformers: Better Explanations through Conservative Propagation Ameen Ali Thomas Schnake Oliver Eberle G. Montavon Klaus-Robert Muller Lior Wolf FAtt 15 88 0 15 Feb 2022
Rewiring with Positional Encodings for Graph Neural Networks Rickard Brüel-Gabrielsson Mikhail Yurochkin Justin Solomon AI4CE 22 32 0 29 Jan 2022
Zero-Shot Sketch Based Image Retrieval using Graph Transformer Sumrit Gupta Ushasi Chaudhuri Biplab Banerjee 17 10 0 25 Jan 2022
Learning Two-Step Hybrid Policy for Graph-Based Interpretable Reinforcement Learning Tongzhou Mu Kaixiang Lin Fei Niu Govind Thattai OffRL 16 0 0 21 Jan 2022
Knee Cartilage Defect Assessment by Graph Representation and Surface Convolution Zixu Zhuang Liping Si Sheng Wang Kai Xuan Xi Ouyang ... Zhong Xue Lichi Zhang D. Shen Weiwu Yao Qian Wang 35 5 0 12 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 28 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 34 312 0 30 Dec 2021
Deformable Graph Convolutional Networks Jinyoung Park Sungdong Yoo Jihwan Park Hyunwoo J. Kim GNN 16 13 0 29 Dec 2021
Learning Bi-typed Multi-relational Heterogeneous Graph via Dual Hierarchical Attention Networks Yu Zhao Shaopeng Wei Huaming Du Xingyan Chen Qing Li Fuzhen Zhuang J. Liu Gang Kou 28 10 0 24 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 24 18 0 23 Dec 2021
HampDTI: a heterogeneous graph automatic meta-path learning method for drug-target interaction prediction Hongzhun Wang Feng Huang Wen Zhang 8 27 0 16 Dec 2021
SHGNN: Structure-Aware Heterogeneous Graph Neural Network Wentao Xu Yingce Xia Weiqing Liu Jiang Bian Jian Yin Tie-Yan Liu 22 6 0 12 Dec 2021