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Graph Attention Networks

30 October 2017

Papers citing "Graph Attention Networks"

50 / 6,899 papers shown

Title
GraphTCN: Spatio-Temporal Interaction Modeling for Human Trajectory Prediction Chengxin Wang Shaofeng Cai Gary S. H. Tan GNN 103 53 0 16 Mar 2020
ReLaText: Exploiting Visual Relationships for Arbitrary-Shaped Scene Text Detection with Graph Convolutional Networks Chixiang Ma Lei-huan Sun Zhuoyao Zhong Qiang Huo 69 56 0 16 Mar 2020
Tensor Graph Convolutional Networks for Multi-relational and Robust Learning V. Ioannidis A. Marques G. Giannakis 75 26 0 15 Mar 2020
Collaborative Motion Prediction via Neural Motion Message Passing Yue Hu Siheng Chen Ya Zhang Xiao Gu 66 105 0 14 Mar 2020
Evaluating Logical Generalization in Graph Neural Networks Koustuv Sinha Shagun Sodhani Joelle Pineau William L. Hamilton NAI AI4CE 101 23 0 14 Mar 2020
Automating Botnet Detection with Graph Neural Networks Jiawei Zhou Zhiying Xu Alexander M. Rush Minlan Yu GNN 64 73 0 13 Mar 2020
Reinforced Negative Sampling over Knowledge Graph for Recommendation Xiang Wang Yaokun Xu Xiangnan He Yixin Cao Meng Wang Tat-Seng Chua OffRL 70 185 0 12 Mar 2020
Learning Diverse Fashion Collocation by Neural Graph Filtering Xin Liu Yongbin Sun Ziwei Liu Dahua Lin 99 26 0 11 Mar 2020
A Graph Attention Spatio-temporal Convolutional Network for 3D Human Pose Estimation in Video Junfa Liu Juan Rojas Zhijun Liang Yihui Li Yisheng Guang 3DH 110 14 0 11 Mar 2020
Global Attention based Graph Convolutional Neural Networks for Improved Materials Property Prediction Steph-Yves M. Louis Yong Zhao Alireza Nasiri Xiran Wong Yuqi Song Fei Liu Jianjun Hu AI4CE 54 15 0 11 Mar 2020
Hierarchical Human Parsing with Typed Part-Relation Reasoning Wenguan Wang Hailong Zhu Jifeng Dai Yanwei Pang Jianbing Shen Ling Shao 190 106 0 10 Mar 2020
A Benchmarking Study of Embedding-based Entity Alignment for Knowledge Graphs Zequn Sun Qingheng Zhang Wei Hu Chengming Wang Muhao Chen F. Akrami Chengkai Li 91 250 0 10 Mar 2020
A Survey on The Expressive Power of Graph Neural Networks Ryoma Sato 393 173 0 09 Mar 2020
Causal Interpretability for Machine Learning -- Problems, Methods and Evaluation Raha Moraffah Mansooreh Karami Ruocheng Guo A. Raglin Huan Liu CML ELM XAI 98 221 0 09 Mar 2020
$Π-$ nets: Deep Polynomial Neural Networks Grigorios G. Chrysos Stylianos Moschoglou Giorgos Bouritsas Yannis Panagakis Jiankang Deng Stefanos Zafeiriou 85 61 0 08 Mar 2020
Graphs, Convolutions, and Neural Networks: From Graph Filters to Graph Neural Networks Fernando Gama Elvin Isufi G. Leus Alejandro Ribeiro GNN 142 156 0 08 Mar 2020
Reinforcement Learning for Combinatorial Optimization: A Survey Nina Mazyavkina S. Sviridov Sergei Ivanov Evgeny Burnaev 140 626 0 07 Mar 2020
Neural Operator: Graph Kernel Network for Partial Differential Equations Zong-Yi Li Nikola B. Kovachki Kamyar Azizzadenesheli Burigede Liu K. Bhattacharya Andrew M. Stuart Anima Anandkumar 215 751 0 07 Mar 2020
Cross-GCN: Enhancing Graph Convolutional Network with $k$ -Order Feature Interactions Fuli Feng Xiangnan He Hanwang Zhang Tat-Seng Chua 106 11 0 05 Mar 2020
PushNet: Efficient and Adaptive Neural Message Passing Julian Busch Jiaxing Pi T. Seidl GNN 93 12 0 04 Mar 2020
Learning to Hash with Graph Neural Networks for Recommender Systems Qiaoyu Tan Ninghao Liu Xing Zhao Hongxia Yang Jingren Zhou Helen Zhou 163 94 0 04 Mar 2020
Self-Supervised Graph Representation Learning via Global Context Prediction Zhen Peng Yixiang Dong Minnan Luo Xiao-Ming Wu Q. Zheng SSL 110 65 0 03 Mar 2020
Heterogeneous Graph Transformer Ziniu Hu Yuxiao Dong Kuansan Wang Yizhou Sun 296 1,217 0 03 Mar 2020
Benchmarking Graph Neural Networks Vijay Prakash Dwivedi Chaitanya K. Joshi Anh Tuan Luu T. Laurent Yoshua Bengio Xavier Bresson 612 956 0 02 Mar 2020
Relational Deep Feature Learning for Heterogeneous Face Recognition Myeongah Cho Taeoh Kim Ig-Jae Kim Kyungjae Lee Sangyoun Lee CVBM 67 39 0 02 Mar 2020
Adversarial Attacks and Defenses on Graphs: A Review, A Tool and Empirical Studies Wei Jin Yaxin Li Han Xu Yiqi Wang Shuiwang Ji Charu C. Aggarwal Jiliang Tang AAML GNN 127 103 0 02 Mar 2020
Permutation Invariant Graph Generation via Score-Based Generative Modeling Chenhao Niu Yang Song Jiaming Song Shengjia Zhao Aditya Grover Stefano Ermon DiffM 81 274 0 02 Mar 2020
Fine-grained Video-Text Retrieval with Hierarchical Graph Reasoning Shizhe Chen Yida Zhao Qin Jin Qi Wu 121 319 0 01 Mar 2020
Differentiating through the Fréchet Mean Aaron Lou Isay Katsman Qingxuan Jiang Serge J. Belongie Ser-Nam Lim Christopher De Sa DRL 161 64 0 29 Feb 2020
A Semi-supervised Graph Attentive Network for Financial Fraud Detection Daixin Wang J. Lin Peng Cui Quanhui Jia Zhen Wang Yanming Fang Quan Yu Jun Zhou Shuang Yang Yuan Qi GNN 93 360 0 28 Feb 2020
MANet: Multimodal Attention Network based Point- View fusion for 3D Shape Recognition Yaxin Zhao Jichao Jiao Tangkun Zhang 3DPC 70 7 0 28 Feb 2020
Graph Representation Learning for Merchant Incentive Optimization in Mobile Payment Marketing Ziqi Liu Dong Wang Qianyu Yu Qing Cui Yue Shen ... Leon Wenliang Zhong Jinjie Gu Jun Zhou Shuang Yang Yuan Qi OffRL 40 16 0 27 Feb 2020
Few-Shot Learning on Graphs via Super-Classes based on Graph Spectral Measures Jatin Chauhan Deepak Nathani Manohar Kaul 73 70 0 27 Feb 2020
DSSLP: A Distributed Framework for Semi-supervised Link Prediction Dalong Zhang Xianzheng Song Ziqi Liu Qing Cui Xin Huang Lin Wang Jun Zhou 28 4 0 27 Feb 2020
Semi-supervised Anomaly Detection on Attributed Graphs Atsutoshi Kumagai Tomoharu Iwata Yasuhiro Fujiwara 55 39 0 27 Feb 2020
Learning Scalable Multi-Agent Coordination by Spatial Differentiation for Traffic Signal Control Junjia Liu Huimin Zhang Zhuang Fu Yao Wang 29 2 0 27 Feb 2020
Bridging the Gap between Spatial and Spectral Domains: A Survey on Graph Neural Networks Zhiqian Chen Fanglan Chen Lei Zhang Taoran Ji Kaiqun Fu Liang Zhao Feng Chen Lingfei Wu Charu Aggarwal Chang-Tien Lu 87 46 0 27 Feb 2020
Object Relational Graph with Teacher-Recommended Learning for Video Captioning Ziqi Zhang Yaya Shi Chunfen Yuan Bing Li Peijin Wang Weiming Hu Zhengjun Zha VLM 93 275 0 26 Feb 2020
Towards Utilizing Unlabeled Data in Federated Learning: A Survey and Prospective Yilun Jin Xiguang Wei Yang Liu Qiang Yang FedML 75 63 0 26 Feb 2020
Infinitely Wide Graph Convolutional Networks: Semi-supervised Learning via Gaussian Processes Jilin Hu Jianbing Shen B. Yang Ling Shao BDL GNN 92 18 0 26 Feb 2020
Dual Graph Representation Learning Huiling Zhu Xin Luo Hankui Zhuo GNN 24 0 0 25 Feb 2020
Neural Message Passing on High Order Paths Daniel Flam-Shepherd Tony C Wu Pascal Friederich Alán Aspuru-Guzik GNN AI4CE 111 50 0 24 Feb 2020
Adaptive Propagation Graph Convolutional Network Indro Spinelli Simone Scardapane A. Uncini GNN 104 78 0 24 Feb 2020
Investigating Typed Syntactic Dependencies for Targeted Sentiment Classification Using Graph Attention Neural Network Xuefeng Bai Pengbo Liu Yue Zhang GNN 54 3 0 22 Feb 2020
One-Class Graph Neural Networks for Anomaly Detection in Attributed Networks Xuhong Wang Baihong Jin Ying Du Ping Cui Yupu Yang GNN 61 9 0 22 Feb 2020
Struct-MMSB: Mixed Membership Stochastic Blockmodels with Interpretable Structured Priors Yue Zhang Arti Ramesh 77 2 0 21 Feb 2020
Memory-Based Graph Networks Amir Hosein Khas Ahmadi Kaveh Hassani Parsa Moradi Leo Lee Q. Morris GNN 161 91 0 21 Feb 2020
Set2Graph: Learning Graphs From Sets Hadar Serviansky Nimrod Segol Jonathan Shlomi Kyle Cranmer Eilam Gross Haggai Maron Y. Lipman PINN GNN 138 35 0 20 Feb 2020
Stroke Constrained Attention Network for Online Handwritten Mathematical Expression Recognition Jiaming Wang Jun Du Jianshu Zhang 67 24 0 20 Feb 2020
Embedding Graph Auto-Encoder for Graph Clustering Hongyuan Zhang Rui Zhang Xuelong Li GNN 29 12 0 20 Feb 2020