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Semi-Supervised Classification with Graph Convolutional Networks

9 September 2016

Papers citing "Semi-Supervised Classification with Graph Convolutional Networks"

50 / 11,315 papers shown

Title
Representation Learning on Graphs: Methods and Applications William L. Hamilton Rex Ying J. Leskovec GNN 457 2,066 0 17 Sep 2017
Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting Ting Yu Haoteng Yin Zhanxing Zhu GNN AI4TS 306 4,305 0 14 Sep 2017
Embedded-Graph Theory Atsushi Yokoyama GNN 35 0 0 14 Sep 2017
Learning Graph-Level Representation for Drug Discovery Junying Li Deng Cai Xiaofei He GNN AI4CE 164 124 0 12 Sep 2017
Learning Graph Topological Features via GAN Weiyi Liu Hal Cooper Min Hwan Oh Fucai Yu Pin-Yu Chen Toyotaro Suzumura Guangmin Hu GAN AI4CE 268 26 0 11 Sep 2017
Induction of Decision Trees based on Generalized Graph Queries Pedro Almagro Blanco Fernando Sancho-Caparrini AI4CE 38 0 0 18 Aug 2017
Situation Recognition with Graph Neural NetworksIEEE International Conference on Computer Vision (ICCV), 2017 Ruiyu Li Makarand Tapaswi Renjie Liao Jiaya Jia R. Urtasun Sanja Fidler GNN 155 139 0 14 Aug 2017
Learning Graph While Training: An Evolving Graph Convolutional Neural Network Ruoyu Li Junzhou Huang GNN 191 8 0 10 Aug 2017
Deep Co-Space: Sample Mining Across Feature Transformation for Semi-Supervised Learning Ziliang Chen Keze Wang Tianlin Li Pai Peng E. Izquierdo Liang Lin 96 10 0 28 Jul 2017
Graph-Based Classification of Omnidirectional Images Renata Khasanova P. Frossard 139 71 0 26 Jul 2017
Generalized Convolutional Neural Networks for Point Cloud Data Aleksandr Savchenkov Andrew Davis Xuan Zhao 3DV 3DPC 163 6 0 20 Jul 2017
Can GAN Learn Topological Features of a Graph? Weiyi Liu Pin-Yu Chen H. Cooper Min Hwan Oh S. Yeung Toyotaro Suzumura 112 7 0 19 Jul 2017
Deep Gaussian Embedding of Graphs: Unsupervised Inductive Learning via Ranking Aleksandar Bojchevski Stephan Günnemann BDL 435 723 0 12 Jul 2017
Convolutional 2D Knowledge Graph Embeddings Tim Dettmers Pasquale Minervini Pontus Stenetorp Sebastian Riedel GNN 3DV 695 2,865 0 05 Jul 2017
Graph Convolution: A High-Order and Adaptive Approach Zhenpeng Zhou Xiaocheng Li GNN 150 25 0 29 Jun 2017
RelNet: End-to-End Modeling of Entities & Relations Trapit Bansal Arvind Neelakantan Andrew McCallum GNN KELM 3DV 107 24 0 22 Jun 2017
FeaStNet: Feature-Steered Graph Convolutions for 3D Shape Analysis Nitika Verma Edmond Boyer Jakob Verbeek 3DPC GNN 128 26 0 16 Jun 2017
Learning Large-Scale Topological Maps Using Sum-Product Networks Kaiyu Zheng TPM 60 0 0 11 Jun 2017
Learning Local Receptive Fields and their Weight Sharing Scheme on GraphsIEEE Global Conference on Signal and Information Processing (GlobalSIP), 2017 Jean-Charles Vialatte Vincent Gripon G. Coppin 92 6 0 08 Jun 2017
Generalized Value Iteration Networks: Life Beyond LatticesAAAI Conference on Artificial Intelligence (AAAI), 2017 Sufeng Niu Siheng Chen Hanyu Guo Colin Targonski M. C. Smith J. Kovacevic GNN 188 57 0 08 Jun 2017
Graph Convolutional Matrix Completion Rianne van den Berg Thomas Kipf Max Welling GNN 297 1,389 0 07 Jun 2017
Inductive Representation Learning on Large GraphsNeural Information Processing Systems (NeurIPS), 2017 William L. Hamilton Z. Ying J. Leskovec 1.5K 17,617 0 07 Jun 2017
A simple neural network module for relational reasoningNeural Information Processing Systems (NeurIPS), 2017 Adam Santoro David Raposo David Barrett Mateusz Malinowski Razvan Pascanu Peter W. Battaglia Timothy Lillicrap GNN NAI 287 1,658 0 05 Jun 2017
Morphological Error Detection in 3D Segmentations David Rolnick Yaron Meirovitch T. Parag Hanspeter Pfister Viren Jain J. Lichtman E. Boyden Nir Shavit 3DPC 3DH 112 26 0 30 May 2017
Surface Networks Ilya Kostrikov Zhongshi Jiang Daniele Panozzo Denis Zorin Joan Bruna 178 104 0 30 May 2017
Lifelong Generative Modeling Jason Ramapuram Magda Gregorova Alexandros Kalousis BDL CLL 369 127 0 27 May 2017
Good Semi-supervised Learning that Requires a Bad GAN Zihang Dai Zhilin Yang Fan Yang William W. Cohen Ruslan Salakhutdinov GAN 218 499 0 27 May 2017
Supervised Community Detection with Line Graph Neural Networks Zhengdao Chen Xiang Li Joan Bruna 350 86 0 23 May 2017
CayleyNets: Graph Convolutional Neural Networks with Complex Rational Spectral Filters Ron Levie Federico Monti Xavier Bresson M. Bronstein GNN 308 717 0 22 May 2017
Learning from Complementary Labels Takashi Ishida Gang Niu Weihua Hu Masashi Sugiyama 134 186 0 22 May 2017
Data-adaptive Active Sampling for Efficient Graph-Cognizant Classification Dimitris Berberidis G. Giannakis 148 13 0 19 May 2017
Active Learning for Graph Embedding Hongyun Cai V. Zheng Kevin Chen-Chuan Chang GNN 217 114 0 15 May 2017
Deep neural networks on graph signals for brain imaging analysis Yiluan Guo Hossein Nejati Ngai-Man Cheung GNN 141 28 0 13 May 2017
A Generalization of Convolutional Neural Networks to Graph-Structured Data Yotam Hechtlinger Purvasha Chakravarti Jining Qin GNN 108 93 0 26 Apr 2017
Bootstrapping Graph Convolutional Neural Networks for Autism Spectrum Disorder Classification Rushil Anirudh Jayaraman J. Thiagarajan 128 91 0 24 Apr 2017
A Review on Deep Learning Techniques Applied to Semantic Segmentation Alberto Garcia-Garcia Sergio Orts Sergiu Oprea Victor Villena-Martinez Jose Garcia-Rodriguez 3DV SSeg 249 1,336 0 22 Apr 2017
Geometric Matrix Completion with Recurrent Multi-Graph Neural Networks Federico Monti M. Bronstein Xavier Bresson GNN 324 540 0 22 Apr 2017
Dynamic Graph Convolutional Networks Franco Manessi A. Rozza M. Manzo GNN 178 417 0 20 Apr 2017
A Neural Model for User Geolocation and Lexical Dialectology Afshin Rahimi Trevor Cohn Timothy Baldwin FedML 123 81 0 13 Apr 2017
Dynamic Edge-Conditioned Filters in Convolutional Neural Networks on Graphs M. Simonovsky N. Komodakis GNN 638 1,304 0 10 Apr 2017
Neural Message Passing for Quantum Chemistry Justin Gilmer S. Schoenholz Patrick F. Riley Oriol Vinyals George E. Dahl 1.2K 8,291 0 04 Apr 2017
Semi-supervised Embedding in Attributed Networks with Outliers Jiongqian Liang Peter Jacobs Jiankai Sun Srinivasan Parthasarathy BDL 149 111 0 23 Mar 2017
A survey of embedding models of entities and relationships for knowledge graph completion Dat Quoc Nguyen 272 100 0 23 Mar 2017
Semi-Supervised Learning with Competitive Infection Models Nir Rosenfeld Amir Globerson SSL 353 6 0 19 Mar 2017
Modeling Relational Data with Graph Convolutional Networks Michael Schlichtkrull Thomas Kipf Peter Bloem Rianne van den Berg Ivan Titov Max Welling GNN 593 5,469 0 17 Mar 2017
Spectral Graph Convolutions for Population-based Disease Prediction Sarah Parisot S. Ktena Enzo Ferrante M. J. Lee Ricardo Guerrero Ben Glocker Daniel Rueckert MedIm 129 229 0 08 Mar 2017
Bootstrapped Graph Diffusions: Exposing the Power of Nonlinearity Eliav Buchnik E. Cohen 169 20 0 07 Mar 2017
Distance Metric Learning using Graph Convolutional Networks: Application to Functional Brain Networks S. Ktena Sarah Parisot Enzo Ferrante Martin Rajchl M. J. Lee Ben Glocker Daniel Rueckert GNN 283 207 0 07 Mar 2017
Robust Spatial Filtering with Graph Convolutional Neural Networks F. Such Shagan Sah Miguel Domínguez Suhas Pillai Chao Zhang A. Michael N. Cahill R. Ptucha GNN 195 141 0 02 Mar 2017
A Unifying View of Explicit and Implicit Feature Maps of Graph Kernels Nils M. Kriege Marion Neumann Christopher Morris Kristian Kersting Petra Mutzel 172 23 0 02 Mar 2017