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Graph Attention Networks

30 October 2017

Papers citing "Graph Attention Networks"

50 / 6,901 papers shown

Title
Reasoning with Latent Structure Refinement for Document-Level Relation Extraction Guoshun Nan Zhijiang Guo Ivan Sekulić Wei Lu 124 280 0 13 May 2020
Towards Better Graph Representation: Two-Branch Collaborative Graph Neural Networks for Multimodal Marketing Intention Detection Lu Zhang Jian Zhang Zhibin Li Jingsong Xu 16 3 0 13 May 2020
Response-Anticipated Memory for On-Demand Knowledge Integration in Response Generation Zhiliang Tian Wei Bi Dongkyu Lee Lanqing Xue Yiping Song Xiaojiang Liu N. Zhang 88 25 0 13 May 2020
Document Modeling with Graph Attention Networks for Multi-grained Machine Reading Comprehension Bo Zheng Haoyang Wen Yaobo Liang Nan Duan Wanxiang Che Daxin Jiang Ming Zhou Ting Liu 83 47 0 12 May 2020
Neighborhood Matching Network for Entity Alignment Yuting Wu Xiao Liu Yansong Feng Zheng Wang Dongyan Zhao 114 129 0 12 May 2020
GoGNN: Graph of Graphs Neural Network for Predicting Structured Entity Interactions Hanchen Wang Defu Lian Ying Zhang Lu Qin Xuemin Lin GNN 68 84 0 12 May 2020
SocialTrans: A Deep Sequential Model with Social Information for Web-Scale Recommendation Systems Qiaoan Chen Hao Gu Lingling Yi Yishi Lin Peng He Chuan Chen Yangqiu Song GNN AI4TS 21 0 0 09 May 2020
VectorNet: Encoding HD Maps and Agent Dynamics from Vectorized Representation Jiyang Gao Chen Sun Hang Zhao Yi Shen Dragomir Anguelov Congcong Li Cordelia Schmid 132 816 0 08 May 2020
Geometric graphs from data to aid classification tasks with graph convolutional networks Yifan Qian P. Expert P. Panzarasa Mauricio Barahona GNN 59 9 0 08 May 2020
Machine Learning on Graphs: A Model and Comprehensive Taxonomy Ines Chami Sami Abu-El-Haija Bryan Perozzi Christopher Ré Kevin Patrick Murphy 98 291 0 07 May 2020
Generalized Planning With Deep Reinforcement Learning Or Rivlin Tamir Hazan E. Karpas OffRL 55 48 0 05 May 2020
Learning Geo-Contextual Embeddings for Commuting Flow Prediction Zhicheng Liu Fabio Miranda Weiting Xiong Junyan Yang Qiao Wang Claudio T. Silva AI4TS 84 75 0 04 May 2020
Multivariate Time Series Forecasting with Transfer Entropy Graph Ziheng Duan Haoyan Xu Yida Huang Jie Feng Pengyu Song CML BDL AI4TS 62 39 0 03 May 2020
Knowledge Graph-Augmented Abstractive Summarization with Semantic-Driven Cloze Reward Luyang Huang Lingfei Wu Lu Wang RALM 87 164 0 03 May 2020
Efficient Second-Order TreeCRF for Neural Dependency Parsing Yu Zhang Zhenghua Li Min Zhang 65 105 0 03 May 2020
CoMoGCN: Coherent Motion Aware Trajectory Prediction with Graph Representation Yong Chen Congcong Liu Bertram Shi Ming-Yuan Liu 71 9 0 02 May 2020
Open Graph Benchmark: Datasets for Machine Learning on Graphs Weihua Hu Matthias Fey Marinka Zitnik Yuxiao Dong Hongyu Ren Bowen Liu Michele Catasta J. Leskovec 311 2,762 0 02 May 2020
Scalable Multi-Hop Relational Reasoning for Knowledge-Aware Question Answering Yanlin Feng Xinyue Chen Bill Yuchen Lin Peifeng Wang Jun Yan Xiang Ren LRM KELM 79 246 0 01 May 2020
Alleviating the Inconsistency Problem of Applying Graph Neural Network to Fraud Detection Zhiwei Liu Yingtong Dou Philip S. Yu Yutong Deng Hao Peng GNN 144 283 0 01 May 2020
TransOMCS: From Linguistic Graphs to Commonsense Knowledge Hongming Zhang Daniel Khashabi Yangqiu Song Dan Roth 62 94 0 01 May 2020
Cross-lingual Entity Alignment with Incidental Supervision Muhao Chen Weijia Shi Ben Zhou Dan Roth 76 2 0 01 May 2020
GCN-RL Circuit Designer: Transferable Transistor Sizing with Graph Neural Networks and Reinforcement Learning Hanrui Wang Kuan-Chieh Wang Jiacheng Yang Linxiao Shen Nan Sun Hae-Seung Lee Song Han GNN 75 244 0 30 Apr 2020
SkipGNN: Predicting Molecular Interactions with Skip-Graph Networks Kexin Huang C. Xiao Lucas Glass Marinka Zitnik Jimeng Sun GNN 67 124 0 30 Apr 2020
A Robust Hierarchical Graph Convolutional Network Model for Collaborative Filtering Shaowen Peng Tsunenori Mine 56 8 0 30 Apr 2020
A Span-based Linearization for Constituent Trees Yang Wei Yuanbin Wu Man Lan 50 10 0 30 Apr 2020
Dynamic Language Binding in Relational Visual Reasoning T. Le Vuong Le Svetha Venkatesh T. Tran NAI 71 19 0 30 Apr 2020
Directed Graph Convolutional Network Zekun Tong Yuxuan Liang Changsheng Sun David S. Rosenblum A. Lim BDL GNN 130 118 0 29 Apr 2020
Out-of-Sample Representation Learning for Multi-Relational Graphs Marjan Albooyeh Rishab Goel Seyed Mehran Kazemi OOD 70 3 0 28 Apr 2020
Semantic Graphs for Generating Deep Questions Liangming Pan Yuxi Xie Yansong Feng Tat-Seng Chua Min-Yen Kan 97 95 0 27 Apr 2020
Heterogeneous Graph Neural Networks for Extractive Document Summarization Danqing Wang Pengfei Liu Y. Zheng Xipeng Qiu Xuanjing Huang 157 282 0 26 Apr 2020
Relational Graph Attention Network for Aspect-based Sentiment Analysis Kai Wang Weizhou Shen Yunyi Yang Xiaojun Quan Rui Wang 101 565 0 26 Apr 2020
A Perspective on Deep Learning for Molecular Modeling and Simulations Jun Zhang Yao-Kun Lei Zhen Zhang Junhan Chang Maodong Li Xu Han Lijiang Yang Yue Yang Y. Gao AI4CE 113 8 0 25 Apr 2020
Beyond Data Samples: Aligning Differential Networks Estimation with Scientific Knowledge Arshdeep Sekhon Zhe Wang Yanjun Qi 42 0 0 24 Apr 2020
Adversarial Attacks and Defenses: An Interpretation Perspective Ninghao Liu Mengnan Du Ruocheng Guo Huan Liu Helen Zhou AAML 59 8 0 23 Apr 2020
SIGN: Scalable Inception Graph Neural Networks Fabrizio Frasca Emanuele Rossi D. Eynard B. Chamberlain M. Bronstein Federico Monti GNN 160 402 0 23 Apr 2020
Contextualised Graph Attention for Improved Relation Extraction Angrosh Mandya Danushka Bollegala Frans Coenen GNN 63 6 0 22 Apr 2020
Graph-based Kinship Reasoning Network Wanhua Li Yingqiang Zhang Kangchen Lv Jiwen Lu Jianjiang Feng Jie Zhou 56 31 0 22 Apr 2020
AGIF: An Adaptive Graph-Interactive Framework for Joint Multiple Intent Detection and Slot Filling Libo Qin Xiao Xu Wanxiang Che Ting Liu 50 4 0 21 Apr 2020
Learning Local Neighboring Structure for Robust 3D Shape Representation Zhongpai Gao Junchi Yan Guangtao Zhai Juyong Zhang Yiyan Yang Xiaokang Yang 3DV 55 17 0 21 Apr 2020
Perturb More, Trap More: Understanding Behaviors of Graph Neural Networks Chaojie Ji Ruxin Wang Hongyan Wu 64 7 0 21 Apr 2020
Attention Routing: track-assignment detailed routing using attention-based reinforcement learning Haiguang Liao Qingyi Dong Xuliang Dong Wentai Zhang Wangyang Zhang Weiyi Qi Elias Fallon Levent Burak Kara 63 29 0 20 Apr 2020
Fine-tuning Multi-hop Question Answering with Hierarchical Graph Network Guanming Xiong 128 0 0 20 Apr 2020
ETC: Encoding Long and Structured Inputs in Transformers Joshua Ainslie Santiago Ontanon Chris Alberti Vaclav Cvicek Zachary Kenneth Fisher Philip Pham Anirudh Ravula Sumit Sanghai Qifan Wang Li Yang 86 55 0 17 Apr 2020
Understanding the Difficulty of Training Transformers Liyuan Liu Xiaodong Liu Jianfeng Gao Weizhu Chen Jiawei Han AI4CE 85 258 0 17 Apr 2020
Modeling Extent-of-Texture Information for Ground Terrain Recognition S. Ghose Pinaki Nath Chowdhury P. Roy Umapada Pal 54 4 0 17 Apr 2020
Knowledge-guided Deep Reinforcement Learning for Interactive Recommendation Xiaocong Chen Chaoran Huang Lina Yao Xianzhi Wang Wei Liu Wenjie Zhang 129 36 0 17 Apr 2020
PICK: Processing Key Information Extraction from Documents using Improved Graph Learning-Convolutional Networks Wenwen Yu Ning Lu Xianbiao Qi Ping Gong Rong Xiao 79 138 0 16 Apr 2020
Network Medicine Framework for Identifying Drug Repurposing Opportunities for COVID-19 D. Gysi Ì. Valle Marinka Zitnik Asher Ameli Xiao Gan ... D. Ghiassian R. Baron Helia Sanchez J. Loscalzo Albert-László Barabási 66 442 0 15 Apr 2020
Bidirectional Graph Reasoning Network for Panoptic Segmentation Yangxin Wu Gengwei Zhang Yiming Gao Xiajun Deng Ke Gong Xiaodan Liang Liang Lin 70 57 0 14 Apr 2020
Toward Subgraph-Guided Knowledge Graph Question Generation with Graph Neural Networks Yu Chen Lingfei Wu Mohammed J Zaki 71 51 0 13 Apr 2020