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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
Iterative Deep Graph Learning for Graph Neural Networks: Better and Robust Node Embeddings Yu Chen Lingfei Wu Mohammed J Zaki 132 420 0 21 Jun 2020
Fast and Accurate: Structure Coherence Component for Face Alignment Beier Zhu Chunze Lin Quan Wang Renjie Liao Chao Qian CVBM 3DV 58 3 0 21 Jun 2020
Abstract Diagrammatic Reasoning with Multiplex Graph Networks Duo Wang M. Jamnik Pietro Lio 60 66 0 19 Jun 2020
Amortized Causal Discovery: Learning to Infer Causal Graphs from Time-Series Data Sindy Löwe David Madras R. Zemel Max Welling CML BDL AI4TS 131 135 0 18 Jun 2020
Class-Attentive Diffusion Network for Semi-Supervised Classification Jongin Lim Daeho Um H. Chang D. Jo J. Choi 257 15 0 18 Jun 2020
Learning Visual Commonsense for Robust Scene Graph Generation Alireza Zareian Zhecan Wang Haoxuan You Shih-Fu Chang 104 311 0 17 Jun 2020
Improved Conditional Flow Models for Molecule to Image Synthesis Karren D. Yang Samuel Goldman Wengong Jin Alex X. Lu Regina Barzilay Tommi Jaakkola Caroline Uhler MedIm 145 7 0 15 Jun 2020
Learning to map source code to software vulnerability using code-as-a-graph Sahil Suneja Yunhui Zheng Yufan Zhuang Jim Laredo Alessandro Morari 57 30 0 15 Jun 2020
Global Attention Improves Graph Networks Generalization Omri Puny Heli Ben-Hamu Y. Lipman 71 22 0 14 Jun 2020
Towards Deeper Graph Neural Networks with Differentiable Group Normalization Kaixiong Zhou Xiao Huang Yuening Li Daochen Zha Rui Chen Helen Zhou 151 205 0 12 Jun 2020
Incorporating User Micro-behaviors and Item Knowledge into Multi-task Learning for Session-based Recommendation Wenjing Meng Deqing Yang Yanghua Xiao 70 110 0 12 Jun 2020
Weisfeiler-Lehman Embedding for Molecular Graph Neural Networks Katsuhiko Ishiguro Kenta Oono K. Hayashi GNN 56 4 0 12 Jun 2020
Contrastive Multi-View Representation Learning on Graphs Kaveh Hassani Amir Hosein Khas Ahmadi SSL 280 1,313 0 10 Jun 2020
Retrieval-Augmented Generation for Code Summarization via Hybrid GNN Shangqing Liu Yu Chen Xiaofei Xie J. Siow Yang Liu 112 166 0 09 Jun 2020
Graph-Aware Transformer: Is Attention All Graphs Need? Sang-yong Yoo Young-Seok Kim Kang Lee Kuhwan Jeong Junhwi Choi Hoshik Lee Y. S. Choi GNN 97 11 0 09 Jun 2020
On the Bottleneck of Graph Neural Networks and its Practical Implications Uri Alon Eran Yahav GNN 236 697 0 09 Jun 2020
Graph Representation Learning Network via Adaptive Sampling Anderson de Andrade Chen Cecilia Liu GNN 20 0 0 08 Jun 2020
Conversational Machine Comprehension: a Literature Review Somil Gupta Bhanu Pratap Singh Rawat Hong Yu 81 22 0 01 Jun 2020
User Memory Reasoning for Conversational Recommendation Hu Xu Seungwhan Moon Honglei Liu Bing-Quan Liu Pararth Shah Bing Liu Philip S. Yu OffRL 67 43 0 30 May 2020
Learning Combinatorial Optimization on Graphs: A Survey with Applications to Networking N. Vesselinova Rebecca Steinert Daniel F. Perez-Ramirez Magnus Boman GNN AI4CE 90 146 0 22 May 2020
Graph Structure Learning for Robust Graph Neural Networks Wei Jin Yao Ma Xiaorui Liu Xianfeng Tang Suhang Wang Jiliang Tang OOD AAML 98 712 0 20 May 2020
Spatio-Temporal Graph Transformer Networks for Pedestrian Trajectory Prediction Cunjun Yu Xiao Ma Jiawei Ren Haiyu Zhao Shuai Yi 113 475 0 18 May 2020
Learning Semantic Program Embeddings with Graph Interval Neural Network Yu Wang Fengjuan Gao Linzhang Wang Ke Wang GNN 108 63 0 18 May 2020
Improved Protein-ligand Binding Affinity Prediction with Structure-Based Deep Fusion Inference Derek Jones Hyojin Kim Xiaohua Zhang A. Zemla Garrett A. Stevenson W. D. Bennett D. Kirshner Sergio E. Wong F. Lightstone Jonathan E. Allen AI4CE 56 197 0 17 May 2020
Visual Relationship Detection using Scene Graphs: A Survey Aniket Agarwal Ayush Mangal Vipul GNN 72 21 0 16 May 2020
Foundations and modelling of dynamic networks using Dynamic Graph Neural Networks: A survey Joakim Skarding Bogdan Gabrys Katarzyna Musial AI4CE 122 240 0 13 May 2020
How hard is to distinguish graphs with graph neural networks? Andreas Loukas GNN 95 6 0 13 May 2020
Neighborhood Matching Network for Entity Alignment Yuting Wu Xiao Liu Yansong Feng Zheng Wang Dongyan Zhao 114 129 0 12 May 2020
Machine Learning on Graphs: A Model and Comprehensive Taxonomy Ines Chami Sami Abu-El-Haija Bryan Perozzi Christopher Ré Kevin Patrick Murphy 109 291 0 07 May 2020
TAGNN: Target Attentive Graph Neural Networks for Session-based Recommendation Feng Yu Yanqiao Zhu Qiang Liu Shu Wu Liang Wang Tieniu Tan 74 229 0 06 May 2020
Deep Constraint-based Propagation in Graph Neural Networks Matteo Tiezzi G. Marra S. Melacci Marco Maggini AI4CE GNN 73 13 0 05 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 491 2,768 0 02 May 2020
RigNet: Neural Rigging for Articulated Characters Zhan Xu Yang Zhou E. Kalogerakis Chris Landreth Karan Singh 3DH 96 53 0 01 May 2020
LambdaNet: Probabilistic Type Inference using Graph Neural Networks Jiayi Wei Maruth Goyal Greg Durrett Işıl Dillig 117 108 0 29 Apr 2020
SCELMo: Source Code Embeddings from Language Models Rafael-Michael Karampatsis Charles Sutton 67 53 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
JointsGait:A model-based Gait Recognition Method based on Gait Graph Convolutional Networks and Joints Relationship Pyramid Mapping Na Li Xinbo Zhao Chong Ma CVBM 86 44 0 27 Apr 2020
A Heterogeneous Graph with Factual, Temporal and Logical Knowledge for Question Answering Over Dynamic Contexts Wanjun Zhong Duyu Tang Nan Duan Ming Zhou Jiahai Wang Jian Yin 54 9 0 25 Apr 2020
Every Document Owns Its Structure: Inductive Text Classification via Graph Neural Networks Yufeng Zhang Xueli Yu Zeyu Cui Shu Wu Zhongzheng Wen Liang Wang GNN 100 289 0 22 Apr 2020
Graph-based Kinship Reasoning Network Wanhua Li Yingqiang Zhang Kangchen Lv Jiwen Lu Jianjiang Feng Jie Zhou 62 31 0 22 Apr 2020
Representation Learning of Histopathology Images using Graph Neural Networks Mohammed Adnan Shivam Kalra Hamid R. Tizhoosh OOD 51 100 0 16 Apr 2020
MxPool: Multiplex Pooling for Hierarchical Graph Representation Learning Yanyan Liang Yanfeng Zhang Dechao Gao Qian Xu GNN 24 5 0 15 Apr 2020
Query-Variant Advertisement Text Generation with Association Knowledge Siyu Duan Wei Li Cai Jing Yancheng He Yunfang Wu Xu Sun 131 13 0 14 Apr 2020
Jointly Modeling Aspect and Sentiment with Dynamic Heterogeneous Graph Neural Networks Shu Liu Wei Li Yunfang Wu Qi Su Xu Sun 39 9 0 14 Apr 2020
Toward Subgraph-Guided Knowledge Graph Question Generation with Graph Neural Networks Yu Chen Lingfei Wu Mohammed J Zaki 76 52 0 13 Apr 2020
Principal Neighbourhood Aggregation for Graph Nets Gabriele Corso Luca Cavalleri Dominique Beaini Pietro Lio Petar Velickovic GNN 191 680 0 12 Apr 2020
Graph Highway Networks Xin Xin Alexandros Karatzoglou Ioannis Arapakis J. Jose GNN 61 5 0 09 Apr 2020
FKAConv: Feature-Kernel Alignment for Point Cloud Convolution Alexandre Boulch Gilles Puy Renaud Marlet 3DPC 65 2 0 09 Apr 2020
A Graph Convolutional Network Composition Framework for Semi-supervised Classification Rahul Ragesh Sundararajan Sellamanickam Vijay Lingam Arun Shankar Iyer GNN 32 2 0 08 Apr 2020
Graph-to-Tree Neural Networks for Learning Structured Input-Output Translation with Applications to Semantic Parsing and Math Word Problem Shucheng Li Lingfei Wu Shiwei Feng Fangli Xu Fengyuan Xu Sheng Zhong AIMat 99 73 0 07 Apr 2020