Column Networks for Collective Classification

15 September 2016

Papers citing "Column Networks for Collective Classification"

23 / 73 papers shown

Title
Predict then Propagate: Graph Neural Networks meet Personalized PageRank Johannes Klicpera Aleksandar Bojchevski Stephan Günnemann GNN 124 1,660 0 14 Oct 2018
Every Node Counts: Self-Ensembling Graph Convolutional Networks for Semi-Supervised Learning Yawei Luo T. Guan Junqing Yu Ping Liu Yi Yang SSL GNN 32 32 0 26 Sep 2018
EEG-based video identification using graph signal modeling and graph convolutional neural network Soobeom Jang Seong-Eun Moon Jong-Seok Lee 25 49 0 12 Sep 2018
Relational dynamic memory networks Trang Pham T. Tran Svetha Venkatesh GNN 21 3 0 10 Aug 2018
Representation Learning on Graphs with Jumping Knowledge Networks Keyulu Xu Chengtao Li Yonglong Tian Tomohiro Sonobe Ken-ichi Kawarabayashi Stefanie Jegelka GNN 279 1,948 0 09 Jun 2018
GESF: A Universal Discriminative Mapping Mechanism for Graph Representation Learning Shupeng Gui Xiangliang Zhang Shuang Qiu Mingrui Wu Jieping Ye Ji Liu 13 0 0 28 May 2018
Adversarial Attacks on Neural Networks for Graph Data Daniel Zügner Amir Akbarnejad Stephan Günnemann GNN AAML OOD 37 1,058 0 21 May 2018
Learning on Hypergraphs with Sparsity Canh Hao Nguyen Hiroshi Mamitsuka 22 14 0 03 Apr 2018
Attentional Multilabel Learning over Graphs: A Message Passing Approach Kien Do T. Tran Thin Nguyen Svetha Venkatesh 29 17 0 01 Apr 2018
Reinforcement Learning on Web Interfaces Using Workflow-Guided Exploration E. Liu Kelvin Guu Panupong Pasupat Tianlin Shi Percy Liang OnRL 24 207 0 24 Feb 2018
NeVAE: A Deep Generative Model for Molecular Graphs Bidisha Samanta A. De G. Jana P. Chattaraj Niloy Ganguly Manuel Gomez Rodriguez GNN DRL BDL DiffM 30 212 0 14 Feb 2018
Graph Memory Networks for Molecular Activity Prediction Trang Pham T. Tran Svetha Venkatesh GNN 34 30 0 08 Jan 2018
RelNN: A Deep Neural Model for Relational Learning Seyed Mehran Kazemi David Poole NAI GNN 15 55 0 07 Dec 2017
Motif-based Convolutional Neural Network on Graphs Aravind Sankar Xinyang Zhang Kevin Chen-Chuan Chang GNN 40 42 0 15 Nov 2017
Representation Learning on Graphs: Methods and Applications William L. Hamilton Rex Ying J. Leskovec GNN 58 1,967 0 17 Sep 2017
Graph Classification via Deep Learning with Virtual Nodes Trang Pham T. Tran K. Dam Svetha Venkatesh GNN 28 45 0 14 Aug 2017
Deep Gaussian Embedding of Graphs: Unsupervised Inductive Learning via Ranking Aleksandar Bojchevski Stephan Günnemann BDL 46 639 0 12 Jul 2017
Recurrent Collective Classification Shuangfei Fan Bert Huang 6 11 0 19 Mar 2017
Modeling Relational Data with Graph Convolutional Networks M. Schlichtkrull Thomas Kipf Peter Bloem Rianne van den Berg Ivan Titov Max Welling GNN 97 4,745 0 17 Mar 2017
Encoding Sentences with Graph Convolutional Networks for Semantic Role Labeling Diego Marcheggiani Ivan Titov GNN NAI 11 829 0 14 Mar 2017
One Size Fits Many: Column Bundle for Multi-X Learning Trang Pham T. Tran Svetha Venkatesh 27 5 0 22 Feb 2017
Large-scale network motif analysis using compression Peter Bloem S. D. Rooij 11 3 0 08 Jan 2017
Bridging the Gaps Between Residual Learning, Recurrent Neural Networks and Visual Cortex Q. Liao T. Poggio 213 255 0 13 Apr 2016