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Graph Attention Networks

30 October 2017

Papers citing "Graph Attention Networks"

50 / 6,895 papers shown

Title
Cut-Based Graph Learning Networks to Discover Compositional Structure of Sequential Video Data Kyoung-Woon On Eun-Sol Kim Y. Heo Byoung-Tak Zhang BDL 52 6 0 17 Jan 2020
GraphLIME: Local Interpretable Model Explanations for Graph Neural Networks Q. Huang M. Yamada Yuan Tian Dinesh Singh Dawei Yin Yi-Ju Chang FAtt 102 359 0 17 Jan 2020
Node Masking: Making Graph Neural Networks Generalize and Scale Better Pushkar Mishra Aleksandra Piktus Gerard Goossen Fabrizio Silvestri AI4CE 68 14 0 17 Jan 2020
Graph Inference Learning for Semi-supervised Classification Chunyan Xu Zhen Cui Xiaobin Hong Tong Zhang Jian Yang Wei Liu 70 30 0 17 Jan 2020
Graph Attentional Autoencoder for Anticancer Hyperfood Prediction Guadalupe Gonzalez Shunwang Gong I. Laponogov Kirill Veselkov M. Bronstein GNN 83 3 0 16 Jan 2020
Graph-Bert: Only Attention is Needed for Learning Graph Representations Jiawei Zhang Haopeng Zhang Congying Xia Li Sun 109 306 0 15 Jan 2020
Natural Image Matting via Guided Contextual Attention Yaoyi Li Hongtao Lu 79 169 0 13 Jan 2020
Spatial-Temporal Transformer Networks for Traffic Flow Forecasting Mingxing Xu Wenrui Dai Chunmiao Liu Xing Gao Weiyao Lin Guo-Jun Qi H. Xiong AI4TS 88 373 0 09 Jan 2020
Deep Learning for Free-Hand Sketch: A Survey Peng Xu Timothy M. Hospedales Qiyue Yin Yi-Zhe Song Tao Xiang Liang Wang 3DV 131 120 0 08 Jan 2020
Attributed Multi-Relational Attention Network for Fact-checking URL Recommendation Di You Nguyen Vo Kyumin Lee Qiang Liu HAI GNN KELM 62 22 0 07 Jan 2020
Retrosynthesis Prediction with Conditional Graph Logic Network H. Dai Chengtao Li Connor W. Coley Bo Dai Le Song 91 182 0 06 Jan 2020
General Partial Label Learning via Dual Bipartite Graph Autoencoder Brian Chen Bo Wu Alireza Zareian Hanwang Zhang Shih-Fu Chang 78 12 0 05 Jan 2020
Learning Global and Local Consistent Representations for Unsupervised Image Retrieval via Deep Graph Diffusion Networks Zhiyong Dou Haotian Cui Lin Zhang Bo Wang DiffM GNN 42 6 0 05 Jan 2020
Represented Value Function Approach for Large Scale Multi Agent Reinforcement Learning Weiya Ren 21 2 0 04 Jan 2020
Automated Relational Meta-learning Huaxiu Yao Xian Wu Zhiqiang Tao Yaliang Li Bolin Ding Ruirui Li Z. Li 93 90 0 03 Jan 2020
Graph Signal Processing -- Part III: Machine Learning on Graphs, from Graph Topology to Applications Ljubisa Stankovic Danilo P. Mandic M. Daković M. Brajović Bruno Scalzo Shengxi Li A. Constantinides 89 23 0 02 Jan 2020
Inf-VAE: A Variational Autoencoder Framework to Integrate Homophily and Influence in Diffusion Prediction Aravind Sankar Xinyang Zhang A. Krishnan Jiawei Han GNN 74 83 0 01 Jan 2020
A Gentle Introduction to Deep Learning for Graphs D. Bacciu Federico Errica Alessio Micheli Marco Podda AI4CE GNN 135 281 0 29 Dec 2019
Solving Cold Start Problem in Recommendation with Attribute Graph Neural Networks T. Qian Yile Liang Qing Li CML 34 11 0 28 Dec 2019
Towards Deep Federated Defenses Against Malware in Cloud Ecosystems Josh Payne A. Kundu FedML 38 10 0 27 Dec 2019
Graph Embedded Pose Clustering for Anomaly Detection Amir Markovitz Gilad Sharir Itamar Friedman Lihi Zelnik-Manor S. Avidan 3DH 112 168 0 26 Dec 2019
Multi-Label Graph Convolutional Network Representation Learning Min Shi Yufei Tang Xingquan Zhu Jianxun Liu 67 24 0 26 Dec 2019
Feature-Attention Graph Convolutional Networks for Noise Resilient Learning Min Shi Yufei Tang Xingquan Zhu Jianxun Liu GNN 61 11 0 26 Dec 2019
Deep Learning-based Vehicle Behaviour Prediction For Autonomous Driving Applications: A Review Sajjad Mozaffari Omar Y. Al-Jarrah M. Dianati P. Jennings A. Mouzakitis 93 135 0 25 Dec 2019
Neural Subgraph Isomorphism Counting Xin Liu Haojie Pan Mutian He Yangqiu Song Xin Jiang Lifeng Shang GNN 84 79 0 25 Dec 2019
Multi-Graph Transformer for Free-Hand Sketch Recognition Peng Xu Chaitanya K. Joshi Xavier Bresson ViT 104 87 0 24 Dec 2019
Unsupervised Learning of Graph Hierarchical Abstractions with Differentiable Coarsening and Optimal Transport Tengfei Ma Jie Chen 71 25 0 24 Dec 2019
Learning Variable Ordering Heuristics for Solving Constraint Satisfaction Problems Wen Song Zhiguang Cao Jie Zhang Andrew Lim 72 34 0 23 Dec 2019
Counterfactual Evaluation of Treatment Assignment Functions with Networked Observational Data Ruocheng Guo Jundong Li Huan Liu CML OffRL 85 21 0 22 Dec 2019
How Robust Are Graph Neural Networks to Structural Noise? James Fox S. Rajamanickam NoLa OOD 75 22 0 21 Dec 2019
When to Talk: Chatbot Controls the Timing of Talking during Multi-turn Open-domain Dialogue Generation Tian Lan Xian-Ling Mao Heyan Huang Wei Wei 36 5 0 20 Dec 2019
Community detection in node-attributed social networks: a survey Petr Chunaev 76 238 0 20 Dec 2019
Graph Convolutional Networks: analysis, improvements and results I. Ullah M. Manzo M. Shah Michael G. Madden GNN 50 51 0 19 Dec 2019
An Attention-based Graph Neural Network for Heterogeneous Structural Learning Huiting Hong Hantao Guo Yucheng Lin Xiaoqing Yang Zang Li Jieping Ye 85 219 0 19 Dec 2019
Relational Mimic for Visual Adversarial Imitation Learning Lionel Blondé Yichuan Tang Jian Zhang Russ Webb 38 0 0 18 Dec 2019
Meshed-Memory Transformer for Image Captioning Marcella Cornia Matteo Stefanini Lorenzo Baraldi Rita Cucchiara 110 888 0 17 Dec 2019
Skeleton-Based Action Recognition with Multi-Stream Adaptive Graph Convolutional Networks Lei Shi Yifan Zhang Jian Cheng Hanqing Lu 83 432 0 15 Dec 2019
Estimating Early Fundraising Performance of Innovations via Graph-based Market Environment Model Likang Wu Zhi Li Hongke Zhao Zhen Pan Qi Liu Enhong Chen 62 19 0 14 Dec 2019
The Garden of Forking Paths: Towards Multi-Future Trajectory Prediction Junwei Liang Lu Jiang Kevin Patrick Murphy Ting Yu Alexander G. Hauptmann 70 161 0 13 Dec 2019
Coloring graph neural networks for node disambiguation George Dasoulas Ludovic Dos Santos Kevin Scaman Aladin Virmaux 92 82 0 12 Dec 2019
Learning Improvement Heuristics for Solving Routing Problems Yaoxin Wu Wen Song Zhiguang Cao Jie Zhang Andrew Lim 101 299 0 12 Dec 2019
Beyond Node Embedding: A Direct Unsupervised Edge Representation Framework for Homogeneous Networks S. Bandyopadhyay Anirban Biswas Narasimha M. Murty Ramasuri Narayanam GNN 51 15 0 11 Dec 2019
Video action detection by learning graph-based spatio-temporal interactions Matteo Tomei Lorenzo Baraldi Simone Calderara Simone Bronzin Rita Cucchiara 131 9 0 09 Dec 2019
Hyperbolic Graph Attention Network Yiding Zhang Tianlin Li Xunqiang Jiang C. Shi Yanfang Ye GNN 88 133 0 06 Dec 2019
Classifying Diagrams and Their Parts using Graph Neural Networks: A Comparison of Crowd-Sourced and Expert Annotations Tuomo Hiippala 45 1 0 05 Dec 2019
Learning to Dynamically Coordinate Multi-Robot Teams in Graph Attention Networks Zheyuan Wang Matthew C. Gombolay 27 7 0 04 Dec 2019
Continuous Graph Neural Networks Louis-Pascal Xhonneux Meng Qu Jian Tang GNN 105 156 0 02 Dec 2019
Neural Predictor for Neural Architecture Search W. Wen Hanxiao Liu H. Li Yiran Chen Gabriel Bender Pieter-Jan Kindermans 101 200 0 02 Dec 2019
Dynamic Graph Representation for Partially Occluded Biometrics Min Ren Yunlong Wang Zhenan Sun Tieniu Tan CVBM 39 2 0 01 Dec 2019
Online Knowledge Distillation with Diverse Peers Defang Chen Jian-Ping Mei Can Wang Yan Feng Chun-Yen Chen FedML 87 304 0 01 Dec 2019