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Gated Graph Sequence Neural Networks

17 November 2015

Papers citing "Gated Graph Sequence Neural Networks"

50 / 1,396 papers shown

Title
Adversarial Examples for Models of Code Noam Yefet Uri Alon Eran Yahav SILM AAML MLAU 141 169 0 15 Oct 2019
DeepGCNs: Making GCNs Go as Deep as CNNs Ge Li Matthias Muller Guocheng Qian Itzel C. Delgadillo Abdulellah Abualshour Ali K. Thabet Guohao Li 3DPC GNN 98 176 0 15 Oct 2019
Disentangling Interpretable Generative Parameters of Random and Real-World Graphs Niklas Stoehr Emine Yilmaz Marc Brockschmidt Jan Stuehmer BDL CML DRL 77 14 0 12 Oct 2019
Fi-GNN: Modeling Feature Interactions via Graph Neural Networks for CTR Prediction Zekun Li Zeyu Cui Shu Wu Xiaoyu Zhang Liang Wang GNN 86 222 0 12 Oct 2019
Symbiotic Graph Neural Networks for 3D Skeleton-based Human Action Recognition and Motion Prediction Maosen Li Siheng Chen Xu Chen Ya Zhang Yanfeng Wang D. Ebert 3DH 79 193 0 05 Oct 2019
Learning Robust Representations with Graph Denoising Policy Network Lu Wang Wenchao Yu Wei Wang Wei Cheng Wei Zhang H. Zha Xiaofeng He Haifeng Chen OOD 52 27 0 04 Oct 2019
Graph Analysis and Graph Pooling in the Spatial Domain M. Rahmani Maria Liakata GNN 61 3 0 03 Oct 2019
Efficient Graph Generation with Graph Recurrent Attention Networks Renjie Liao Yujia Li Yang Song Shenlong Wang C. Nash William L. Hamilton David Duvenaud R. Urtasun R. Zemel GNN 182 340 0 02 Oct 2019
Identifying Supporting Facts for Multi-hop Question Answering with Document Graph Networks Mokanarangan Thayaparan Marco Valentino Viktor Schlegel André Freitas GNN 74 16 0 01 Oct 2019
Policy Message Passing: A New Algorithm for Probabilistic Graph Inference Zhiwei Deng Greg Mori 54 0 0 29 Sep 2019
Generalized Zero-shot ICD Coding Congzheng Song Shanghang Zhang Najmeh Sadoughi P. Xie Eric Xing VLM MedIm 51 7 0 28 Sep 2019
Dimensionwise Separable 2-D Graph Convolution for Unsupervised and Semi-Supervised Learning on Graphs Qimai Li Xiaotong Zhang Han Liu Quanyu Dai Xiao-Ming Wu GNN SSL 116 15 0 26 Sep 2019
Universal Graph Transformer Self-Attention Networks Dai Quoc Nguyen T. Nguyen Dinh Q. Phung ViT 108 68 0 26 Sep 2019
Dynamically Pruned Message Passing Networks for Large-Scale Knowledge Graph Reasoning Xiaoran Xu Wei Feng Yunsheng Jiang Xiaohui Xie Zhiqing Sun Zhihong Deng LRM 110 53 0 25 Sep 2019
Learning Temporal Attention in Dynamic Graphs with Bilinear Interactions Boris Knyazev Carolyn Augusta Graham W. Taylor 83 31 0 23 Sep 2019
Spherical Kernel for Efficient Graph Convolution on 3D Point Clouds Huan Lei Naveed Akhtar Ajmal Mian 3DPC 93 168 0 20 Sep 2019
Learning 3D-aware Egocentric Spatial-Temporal Interaction via Graph Convolutional Networks Chengxi Li Yue Meng Stanley H. Chan Yi-Ting Chen GNN 42 61 0 20 Sep 2019
Graph Neural Networks for Human-aware Social Navigation Luis J. Manso Ronit R. Jorvekar Diego Resende Faria Pablo Bustos P. Bachiller GNN 52 17 0 19 Sep 2019
Graph Neural Networks for Image Understanding Based on Multiple Cues: Group Emotion Recognition and Event Recognition as Use Cases Xin Guo Luisa F. Polanía Bin Zhu C. Boncelet Kenneth Barner 83 28 0 19 Sep 2019
Recursive Graphical Neural Networks for Text Classification Wei Li Shuheng Li Shuming Ma Yancheng He Deli Chen Xu Sun GNN 60 10 0 18 Sep 2019
Subtractive Perceptrons for Learning Images: A Preliminary Report H. R. Tizhoosh Shivam Kalra Shalev Lifshitz Morteza Babaie 23 0 0 15 Sep 2019
Spatial Graph Convolutional Networks Tomasz Danel Przemysław Spurek Jacek Tabor Marek Śmieja Lukasz Struski Agnieszka Słowik Lukasz Maziarka GNN 93 10 0 11 Sep 2019
An Evalutation of Programming Language Models' performance on Software Defect Detection Kailun Wang ELM 36 0 0 10 Sep 2019
NISER: Normalized Item and Session Representations to Handle Popularity Bias Priyanka Gupta Diksha Garg Pankaj Malhotra Lovekesh Vig Gautam M. Shroff 66 49 0 10 Sep 2019
Devign: Effective Vulnerability Identification by Learning Comprehensive Program Semantics via Graph Neural Networks Yaqin Zhou Shangqing Liu J. Siow Xiaoning Du Yang Liu GNN 111 794 0 08 Sep 2019
Scene Recognition with Prototype-agnostic Scene Layout Gongwei Chen Xinhang Song Haitao Zeng Shuqiang Jiang 92 57 0 07 Sep 2019
Measuring and Relieving the Over-smoothing Problem for Graph Neural Networks from the Topological View Deli Chen Yankai Lin Wei Li Peng Li Jie Zhou Xu Sun 105 1,119 0 07 Sep 2019
Understanding Human Gaze Communication by Spatio-Temporal Graph Reasoning Lifeng Fan Wenguan Wang Siyuan Huang Xinyu Tang Song-Chun Zhu 92 110 0 04 Sep 2019
Enhancing AMR-to-Text Generation with Dual Graph Representations Leonardo F. R. Ribeiro Claire Gardent Iryna Gurevych 81 62 0 01 Sep 2019
EnGN: A High-Throughput and Energy-Efficient Accelerator for Large Graph Neural Networks Shengwen Liang Ying Wang Cheng Liu Lei He Huawei Li Xiaowei Li GNN 91 136 0 31 Aug 2019
Fashion Retrieval via Graph Reasoning Networks on a Similarity Pyramid Zhanghui Kuang Yiming Gao Guanbin Li Ping Luo Yimin Chen Liang Lin Wayne Zhang 79 97 0 30 Aug 2019
TGG: Transferable Graph Generation for Zero-shot and Few-shot Learning Chenrui Zhang Xiaoqing Lyu Zhi Tang 68 30 0 30 Aug 2019
Global Reasoning over Database Structures for Text-to-SQL Parsing Ben Bogin Matt Gardner Jonathan Berant 3DV NAI 88 104 0 29 Aug 2019
STMARL: A Spatio-Temporal Multi-Agent Reinforcement Learning Approach for Cooperative Traffic Light Control Yanan Wang Tong Xu Xin Niu Chang Tan Enhong Chen Hui Xiong 98 8 0 28 Aug 2019
AWB-GCN: A Graph Convolutional Network Accelerator with Runtime Workload Rebalancing Tong Geng Ang Li Runbin Shi Chunshu Wu Tianqi Wang ... Pouya Haghi Antonino Tumeo Shuai Che Steve Reinhardt Martin C. Herbordt GNN 92 8 0 23 Aug 2019
Learning Semantic-Specific Graph Representation for Multi-Label Image Recognition Tianshui Chen Muxi Xu X. Hui Hefeng Wu Liang Lin 96 289 0 20 Aug 2019
Dynamic Graph Message Passing Networks Li Zhang Dan Xu Anurag Arnab Philip Torr GNN 102 138 0 19 Aug 2019
Are You for Real? Detecting Identity Fraud via Dialogue Interactions Weikang Wang Jiajun Zhang Q. Li Chengqing Zong Zhifei Li 72 17 0 19 Aug 2019
Benchmarks for Graph Embedding Evaluation Palash Goyal Di Huang Ankita Goswami Sujit Rokka Chhetri A. Canedo Emilio Ferrara 54 15 0 19 Aug 2019
Message Passing Attention Networks for Document Understanding Giannis Nikolentzos A. Tixier Michalis Vazirgiannis GNN 80 70 0 17 Aug 2019
Densely Connected Graph Convolutional Networks for Graph-to-Sequence Learning Zhijiang Guo Yan Zhang Zhiyang Teng Wei Lu GNN 90 131 0 16 Aug 2019
Experimental performance of graph neural networks on random instances of max-cut Weichi Yao Afonso S. Bandeira Soledad Villar 97 38 0 15 Aug 2019
HONEM: Learning Embedding for Higher Order Networks Mandana Saebi Giovanni Luca Ciampaglia Lance M. Kaplan Nitesh Chawla 24 4 0 15 Aug 2019
Reinforcement Learning Based Graph-to-Sequence Model for Natural Question Generation Yu Chen Lingfei Wu Mohammed J Zaki GNN 97 156 0 14 Aug 2019
Interpolated Convolutional Networks for 3D Point Cloud Understanding Jiageng Mao Xiaogang Wang Hongsheng Li 3DPC 69 218 0 13 Aug 2019
Sparse hierarchical representation learning on molecular graphs M. Bal Hagen Triendl Mariana Assmann M. Craig Lawrence Phillips J. Frost Usman Bashir Noor Shaker V. Stojevic GNN 51 1 0 06 Aug 2019
Anti-Money Laundering in Bitcoin: Experimenting with Graph Convolutional Networks for Financial Forensics Mark Weber Giacomo Domeniconi Jie Chen D. Weidele Claudio Bellei Tom Robinson C. E. Leiserson 76 332 0 31 Jul 2019
GraphFlow: Exploiting Conversation Flow with Graph Neural Networks for Conversational Machine Comprehension Yu Chen Lingfei Wu Mohammed J Zaki 79 76 0 31 Jul 2019
Deformable Filter Convolution for Point Cloud Reasoning Yuwen Xiong Mengye Ren Renjie Liao K. Wong R. Urtasun 3DPC 80 17 0 30 Jul 2019
Expressive Graph Informer Networks Jaak Simm Adam Arany E. Brouwer Yves Moreau GNN 47 2 0 25 Jul 2019