Modeling Relational Data with Graph Convolutional Networks

17 March 2017

Papers citing "Modeling Relational Data with Graph Convolutional Networks"

50 / 600 papers shown

Title
Mucko: Multi-Layer Cross-Modal Knowledge Reasoning for Fact-based Visual Question Answering Zihao Zhu Jiahao Yu Yujing Wang Yajing Sun Yue Hu Qi Wu 30 125 0 16 Jun 2020
Optimization and Generalization Analysis of Transduction through Gradient Boosting and Application to Multi-scale Graph Neural Networks Kenta Oono Taiji Suzuki AI4CE 37 31 0 15 Jun 2020
Bandit Samplers for Training Graph Neural Networks Ziqi Liu Zhengwei Wu Qing Cui Jun Zhou Shuang Yang Le Song Yuan Qi 29 47 0 10 Jun 2020
On the Bottleneck of Graph Neural Networks and its Practical Implications Uri Alon Eran Yahav GNN 32 661 0 09 Jun 2020
Interpretable and Efficient Heterogeneous Graph Convolutional Network Yaming Yang Ziyu Guan Jianxin Li Wei Zhao Jiangtao Cui Quan Wang GNN 24 171 0 27 May 2020
Neighborhood Matching Network for Entity Alignment Yuting Wu Xiao Liu Yansong Feng Zheng Wang Dongyan Zhao 29 124 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 24 81 0 12 May 2020
Understanding Dynamic Scenes using Graph Convolution Networks Sravan Mylavarapu Mahtab Sandhu Priyesh Vijayan K. M. Krishna Balaraman Ravindran A. Namboodiri 19 30 0 09 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 30 2,652 0 02 May 2020
Out-of-Sample Representation Learning for Multi-Relational Graphs Marjan Albooyeh Rishab Goel Seyed Mehran Kazemi OOD 16 3 0 28 Apr 2020
Contextualised Graph Attention for Improved Relation Extraction Angrosh Mandya Danushka Bollegala Frans Coenen GNN 18 6 0 22 Apr 2020
In-Machine-Learning Database: Reimagining Deep Learning with Old-School SQL Len Du OOD 19 5 0 11 Apr 2020
More Data, More Relations, More Context and More Openness: A Review and Outlook for Relation Extraction Xu Han Tianyu Gao Yankai Lin Hao Peng Yaoliang Yang Chaojun Xiao Zhiyuan Liu Peng Li Maosong Sun Jie Zhou 27 132 0 07 Apr 2020
Heterogeneous Network Representation Learning: A Unified Framework with Survey and Benchmark Carl Yang Yuxin Xiao Yu Zhang Yizhou Sun Jiawei Han AI4TS 49 57 0 01 Apr 2020
Gossip and Attend: Context-Sensitive Graph Representation Learning Zekarias T. Kefato Sarunas Girdzijauskas 16 7 0 30 Mar 2020
A Graph to Graphs Framework for Retrosynthesis Prediction Chence Shi Minkai Xu Hongyu Guo Ming Zhang Jian Tang 19 151 0 28 Mar 2020
word2vec, node2vec, graph2vec, X2vec: Towards a Theory of Vector Embeddings of Structured Data Martin Grohe 29 170 0 27 Mar 2020
ProGraML: Graph-based Deep Learning for Program Optimization and Analysis Chris Cummins Zacharias V. Fisches Tal Ben-Nun Torsten Hoefler Hugh Leather 88 56 0 23 Mar 2020
On Translation Invariance in CNNs: Convolutional Layers can Exploit Absolute Spatial Location O. Kayhan J. C. V. Gemert 209 232 0 16 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 21 242 0 10 Mar 2020
Temporal Attribute Prediction via Joint Modeling of Multi-Relational Structure Evolution Sankalp Garg Navodita Sharma Woojeong Jin Xiang Ren AI4TS 30 8 0 09 Mar 2020
Link Prediction using Graph Neural Networks for Master Data Management Balaji Ganesan Srinivas Parkala Neeraj R Singh Sumit Bhatia Gayatri Mishra Matheen Ahmed Pasha Hima Patel Somashekar Naganna AI4CE 35 11 0 07 Mar 2020
Heterogeneous Graph Transformer Ziniu Hu Yuxiao Dong Kuansan Wang Yizhou Sun 185 1,170 0 03 Mar 2020
Social-STGCNN: A Social Spatio-Temporal Graph Convolutional Neural Network for Human Trajectory Prediction Abduallah A. Mohamed Kun Qian Mohamed Elhoseiny Christian G. Claudel GNN 17 691 0 27 Feb 2020
Memory-Based Graph Networks Amir Hosein Khas Ahmadi Kaveh Hassani Parsa Moradi Leo Lee Q. Morris GNN 29 90 0 21 Feb 2020
Random Features Strengthen Graph Neural Networks Ryoma Sato M. Yamada H. Kashima GNN AAML 13 232 0 08 Feb 2020
Message Passing Query Embedding Daniel Daza Michael Cochez GNN 31 7 0 06 Feb 2020
Efficient Probabilistic Logic Reasoning with Graph Neural Networks Yuyu Zhang Xinshi Chen Yu’an Yang Arun Ramamurthy Bo-wen Li Yuan Qi Le Song AI4CE 17 111 0 29 Jan 2020
Deep Graph Matching Consensus Matthias Fey J. E. Lenssen Christopher Morris Jonathan Masci Nils M. Kriege 30 207 0 27 Jan 2020
GraphAF: a Flow-based Autoregressive Model for Molecular Graph Generation Chence Shi Minkai Xu Zhaocheng Zhu Weinan Zhang Ming Zhang Jian Tang 64 425 0 26 Jan 2020
Non-Parametric Learning of Lifted Restricted Boltzmann Machines Navdeep Kaur Gautam Kunapuli Sriraam Natarajan 16 4 0 09 Jan 2020
A Gentle Introduction to Deep Learning for Graphs D. Bacciu Federico Errica A. Micheli Marco Podda AI4CE GNN 45 277 0 29 Dec 2019
Feature-Attention Graph Convolutional Networks for Noise Resilient Learning Min Shi Yufei Tang Xingquan Zhu Jianxun Liu GNN 28 11 0 26 Dec 2019
Neural Subgraph Isomorphism Counting Xin Liu Haojie Pan Mutian He Yangqiu Song Xin Jiang Lifeng Shang GNN 25 78 0 25 Dec 2019
An Attention-based Graph Neural Network for Heterogeneous Structural Learning Huiting Hong Hantao Guo Yucheng Lin Xiaoqing Yang Zang Li Jieping Ye 19 213 0 19 Dec 2019
Learning Hierarchy-Aware Knowledge Graph Embeddings for Link Prediction Zhanqiu Zhang Jianyu Cai Yongdong Zhang Jie Wang 20 377 0 21 Nov 2019
Rule-Guided Compositional Representation Learning on Knowledge Graphs Guanglin Niu Yongfei Zhang Bo-wen Li Peng Cui Si Liu Jingyang Li Xiaowei Zhang 13 58 0 20 Nov 2019
ASAP: Adaptive Structure Aware Pooling for Learning Hierarchical Graph Representations Ekagra Ranjan Soumya Sanyal Partha P. Talukdar GNN 18 329 0 18 Nov 2019
Layer-Dependent Importance Sampling for Training Deep and Large Graph Convolutional Networks Difan Zou Ziniu Hu Yewen Wang Song Jiang Yizhou Sun Quanquan Gu GNN 23 277 0 17 Nov 2019
Inductive Relation Prediction by Subgraph Reasoning Komal K. Teru E. Denis William L. Hamilton NAI AI4CE 29 388 0 16 Nov 2019
Unsupervised Attributed Multiplex Network Embedding Chanyoung Park Donghyun Kim Jiawei Han Hwanjo Yu 29 249 0 15 Nov 2019
Hierarchical Graph Pooling with Structure Learning Zhen Zhang Jiajun Bu Martin Ester Jianfeng Zhang Chengwei Yao Zhi Yu Can Wang 30 174 0 14 Nov 2019
A Re-evaluation of Knowledge Graph Completion Methods Zhiqing Sun Shikhar Vashishth Soumya Sanyal Partha P. Talukdar Yiming Yang 17 168 0 10 Nov 2019
Composition-based Multi-Relational Graph Convolutional Networks Shikhar Vashishth Soumya Sanyal Vikram Nitin Partha P. Talukdar GNN 22 815 0 08 Nov 2019
Graph Convolutional Networks Meet with High Dimensionality Reduction Mustafa Coşkun GNN BDL 11 3 0 07 Nov 2019
Graph Transformer Networks Seongjun Yun Minbyul Jeong Raehyun Kim Jaewoo Kang Hyunwoo J. Kim 72 945 0 06 Nov 2019
Infusing Knowledge into the Textual Entailment Task Using Graph Convolutional Networks Pavan Kapanipathi Veronika Thost S. Patel Spencer Whitehead Ibrahim Abdelaziz ... R. Chulaka Gunasekara B. Makni Nicholas Mattei Kartik Talamadupula Achille Fokoue 39 45 0 05 Nov 2019
InteractE: Improving Convolution-based Knowledge Graph Embeddings by Increasing Feature Interactions Shikhar Vashishth Soumya Sanyal Vikram Nitin Nilesh Agrawal Partha P. Talukdar 8 336 0 01 Nov 2019
Hyperbolic Graph Neural Networks Qi Liu Maximilian Nickel Douwe Kiela AI4CE GNN 33 370 0 28 Oct 2019
Human Action Recognition with Multi-Laplacian Graph Convolutional Networks A. Mazari H. Sahbi GNN 32 5 0 15 Oct 2019