Graph Transformer Networks

6 November 2019

Papers citing "Graph Transformer Networks"

50 / 401 papers shown

Title
Skeletal Graph Self-Attention: Embedding a Skeleton Inductive Bias into Sign Language Production Ben Saunders Necati Cihan Camgöz Richard Bowden SLR 29 17 0 06 Dec 2021
Convolutional Nets Versus Vision Transformers for Diabetic Foot Ulcer Classification Adrian Galdran G. Carneiro M. A. G. Ballester UQCV MedIm 11 20 0 12 Nov 2021
Graph Relation Transformer: Incorporating pairwise object features into the Transformer architecture Michael Yang Aditya Anantharaman Zach Kitowski Derik Clive Robert ViT 9 4 0 11 Nov 2021
csBoundary: City-scale Road-boundary Detection in Aerial Images for High-definition Maps Zhenhua Xu Yuxuan Liu Lu Gan Xiangcheng Hu Yuxiang Sun Ming-Yu Liu Lujia Wang 14 27 0 11 Nov 2021
Learning Iterative Robust Transformation Synchronization Zi Jian Yew G. Lee 28 18 0 01 Nov 2021
Delayed Propagation Transformer: A Universal Computation Engine towards Practical Control in Cyber-Physical Systems Wenqing Zheng Qiangqiang Guo H. Yang Peihao Wang Zhangyang Wang AI4CE 6 11 0 29 Oct 2021
Deep Generative Models in Engineering Design: A Review Lyle Regenwetter A. Nobari Faez Ahmed 3DV AI4CE 24 175 0 21 Oct 2021
SEA: Graph Shell Attention in Graph Neural Networks Christian Frey Yunpu Ma Matthias Schubert 31 1 0 20 Oct 2021
DPGNN: Dual-Perception Graph Neural Network for Representation Learning Li Zhou Wenyu Chen DingYi Zeng Shaohuan Cheng Wanlong Liu Malu Zhang Hong Qu 21 8 0 15 Oct 2021
The Dawn of Quantum Natural Language Processing R. Sipio Jia-Hong Huang Samuel Yen-Chi Chen Stefano Mangini M. Worring 48 80 0 13 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 34 29 0 12 Oct 2021
Molecular Graph Generation via Geometric Scattering Dhananjay Bhaskar Jackson D. Grady Michal Perlmutter Smita Krishnaswamy GNN 18 6 0 12 Oct 2021
Graph-Guided Network for Irregularly Sampled Multivariate Time Series Xiang Zhang M. Zeman Theodoros Tsiligkaridis Marinka Zitnik MLAU AI4TS 32 106 0 11 Oct 2021
Attentive Walk-Aggregating Graph Neural Networks M. F. Demirel Shengchao Liu Siddhant Garg Zhenmei Shi Yingyu Liang 87 9 0 06 Oct 2021
The Sensory Neuron as a Transformer: Permutation-Invariant Neural Networks for Reinforcement Learning Yujin Tang David R Ha 22 75 0 07 Sep 2021
Heterogeneous Graph Neural Network with Multi-view Representation Learning Zezhi Shao Yongjun Xu Wei Wei Fei Wang Zhao Zhang Feida Zhu 17 20 0 31 Aug 2021
Font Completion and Manipulation by Cycling Between Multi-Modality Representations Ye Yuan Wuyang Chen Zhaowen Wang Matthew Fisher Zhifei Zhang Zhangyang Wang Hailin Jin 14 1 0 30 Aug 2021
Sentence Structure and Word Relationship Modeling for Emphasis Selection Haoran Yang Wai Lam 13 0 0 29 Aug 2021
Temporal Graph Network Embedding with Causal Anonymous Walks Representations Ilya Makarov Andrey V. Savchenko Arseny Korovko Leonid Sherstyuk Nikita Severin Aleksandr Mikheev Dmitrii Babaev 22 6 0 19 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 23 55 0 17 Aug 2021
HetEmotionNet: Two-Stream Heterogeneous Graph Recurrent Neural Network for Multi-modal Emotion Recognition Ziyu Jia Youfang Lin Jing Wang Zhiyang Feng Xiangheng Xie Caijie Chen 48 81 0 07 Aug 2021
Global Self-Attention as a Replacement for Graph Convolution Md Shamim Hussain Mohammed J. Zaki D. Subramanian ViT 29 121 0 07 Aug 2021
TransRefer3D: Entity-and-Relation Aware Transformer for Fine-Grained 3D Visual Grounding Dailan He Yusheng Zhao Junyu Luo Tianrui Hui Shaofei Huang Aixi Zhang Si Liu ViT 16 94 0 05 Aug 2021
The Threat of Offensive AI to Organizations Yisroel Mirsky Ambra Demontis J. Kotak Ram Shankar Deng Gelei Liu Yang X. Zhang Wenke Lee Yuval Elovici Battista Biggio 25 81 0 30 Jun 2021
Generating the Graph Gestalt: Kernel-Regularized Graph Representation Learning Kiarash Zahirnia A. Sakhuja Oliver Schulte P. Nadaf Ke Li Xia Hu 16 0 0 29 Jun 2021
You are AllSet: A Multiset Function Framework for Hypergraph Neural Networks Eli Chien Chao Pan Jianhao Peng O. Milenkovic GNN 41 127 0 24 Jun 2021
GraphConfRec: A Graph Neural Network-Based Conference Recommender System Andreea Iana Heiko Paulheim 9 9 0 23 Jun 2021
A Deep Latent Space Model for Graph Representation Learning Hanxuan Yang Qingchao Kong Wenji Mao BDL 11 1 0 22 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 26 91 0 18 Jun 2021
Predicting cognitive scores with graph neural networks through sample selection learning M. Hanik Mehmet Arif Demirtas Mohammed Amine Gharsallaoui I. Rekik 11 13 0 17 Jun 2021
MHNF: Multi-hop Heterogeneous Neighborhood information Fusion graph representation learning Yundong Sun Dongjie Zhu Haiwen Du Zhaoshuo Tian 19 19 0 17 Jun 2021
Probing GNN Explainers: A Rigorous Theoretical and Empirical Analysis of GNN Explanation Methods Chirag Agarwal Marinka Zitnik Himabindu Lakkaraju 19 51 0 16 Jun 2021
Optimizing Graph Transformer Networks with Graph-based Techniques Loc Hoang U. Agarwal G. Gill Roshan Dathathri Abhik Seal Brian Martin K. Pingali GNN 31 0 0 16 Jun 2021
Node Classification Meets Link Prediction on Knowledge Graphs Ralph Abboud .Ismail .Ilkan Ceylan 6 3 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 19 65 0 11 Jun 2021
GraphiT: Encoding Graph Structure in Transformers Grégoire Mialon Dexiong Chen Margot Selosse Julien Mairal 20 163 0 10 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 23 433 0 09 Jun 2021
Multi-hop Graph Convolutional Network with High-order Chebyshev Approximation for Text Reasoning Shuoran Jiang Qingcai Chen Xin Liu Baotian Hu Lisai Zhang 21 3 0 08 Jun 2021
Rethinking Graph Transformers with Spectral Attention Devin Kreuzer Dominique Beaini William L. Hamilton Vincent Létourneau Prudencio Tossou 15 503 0 07 Jun 2021
TransCamP: Graph Transformer for 6-DoF Camera Pose Estimation Xinyi Li Haibin Ling ViT 14 4 0 28 May 2021
Dorylus: Affordable, Scalable, and Accurate GNN Training with Distributed CPU Servers and Serverless Threads John Thorpe Yifan Qiao Jon Eyolfson Shen Teng Guanzhou Hu ... Jinliang Wei Keval Vora Ravi Netravali Miryung Kim G. Xu GNN 12 139 0 24 May 2021
Self-supervised Heterogeneous Graph Neural Network with Co-contrastive Learning Xiao Wang Nian Liu Hui-jun Han C. Shi SSL 18 375 0 19 May 2021
VSGM -- Enhance robot task understanding ability through visual semantic graph Cheng-Yu Tsai Mu-Chun Su 22 0 0 19 May 2021
Livewired Neural Networks: Making Neurons That Fire Together Wire Together Thomas Schumacher 22 4 0 17 May 2021
GIPA: General Information Propagation Algorithm for Graph Learning Qinkai Zheng Houyi Li Peng Zhang Zhixiong Yang Guowei Zhang Xintan Zeng Yongchao Liu 25 9 0 13 May 2021
Consistent Multiple Graph Embedding for Multi-View Clustering Yiming Wang Dongxia Chang Zhiqiang Fu Yao Zhao 15 53 0 11 May 2021
GTN-ED: Event Detection Using Graph Transformer Networks Sanghamitra Dutta Liang Ma T. K. Saha Di Lu Joel R. Tetreault Alex Jaimes 6 9 0 30 Apr 2021
Extracting Temporal Event Relation with Syntax-guided Graph Transformer Shuaicheng Zhang Lifu Huang Qiang Ning 20 22 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 22 79 0 16 Apr 2021
Towards Efficient Graph Convolutional Networks for Point Cloud Handling Yawei Li He Chen Zhaopeng Cui Radu Timofte Marc Pollefeys Gregory S. Chirikjian Luc Van Gool 3DPC GNN 12 24 0 12 Apr 2021