Watch Your Step: Learning Node Embeddings via Graph Attention

26 October 2017

Papers citing "Watch Your Step: Learning Node Embeddings via Graph Attention"

23 / 23 papers shown

Title
Graph Attention Networks Petar Velickovic Guillem Cucurull Arantxa Casanova Adriana Romero Pietro Lio Yoshua Bengio GNN 188 19,902 0 30 Oct 2017
Representation Learning on Graphs: Methods and Applications William L. Hamilton Rex Ying J. Leskovec GNN 65 1,968 0 17 Sep 2017
Proportionate gradient updates with PercentDelta Sami Abu-El-Haija 45 7 0 24 Aug 2017
Inductive Representation Learning on Large Graphs William L. Hamilton Z. Ying J. Leskovec 251 15,006 0 07 Jun 2017
Learning Edge Representations via Low-Rank Asymmetric Projections Sami Abu-El-Haija Bryan Perozzi Rami Al-Rfou 27 76 0 16 May 2017
Geometric deep learning: going beyond Euclidean data M. Bronstein Joan Bruna Yann LeCun Arthur Szlam P. Vandergheynst GNN 298 3,258 0 24 Nov 2016
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 253 28,795 0 09 Sep 2016
node2vec: Scalable Feature Learning for Networks Aditya Grover J. Leskovec 99 10,800 0 03 Jul 2016
Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering M. Defferrard Xavier Bresson P. Vandergheynst GNN 161 7,610 0 30 Jun 2016
Learning Convolutional Neural Networks for Graphs Mathias Niepert Mohamed Ahmed Konstantin Kutzkov GNN SSL 47 2,148 0 17 May 2016
Revisiting Semi-Supervised Learning with Graph Embeddings Zhilin Yang William W. Cohen Ruslan Salakhutdinov GNN SSL 124 2,077 0 29 Mar 2016
Discriminative Embeddings of Latent Variable Models for Structured Data H. Dai Bo Dai Le Song BDL 72 694 0 17 Mar 2016
Gated Graph Sequence Neural Networks Yujia Li Daniel Tarlow Marc Brockschmidt R. Zemel GNN 184 3,269 0 17 Nov 2015
Detecting events and key actors in multi-person videos Vignesh Ramanathan Jonathan Huang Sami Abu-El-Haija Alexander N. Gorban Kevin Patrick Murphy Li Fei-Fei 31 208 0 09 Nov 2015
Diffusion-Convolutional Neural Networks James Atwood Don Towsley GNN DiffM 62 1,248 0 06 Nov 2015
Convolutional Networks on Graphs for Learning Molecular Fingerprints David Duvenaud D. Maclaurin J. Aguilera-Iparraguirre Rafael Gómez-Bombarelli Timothy D. Hirzel Alán Aspuru-Guzik Ryan P. Adams GNN 110 3,335 0 30 Sep 2015
Deep Convolutional Networks on Graph-Structured Data Mikael Henaff Joan Bruna Yann LeCun GNN 92 1,584 0 16 Jun 2015
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 235 27,183 0 01 Sep 2014
Learning Deep Structured Models Liang-Chieh Chen Alex Schwing Alan Yuille R. Urtasun BDL 72 247 0 09 Jul 2014
Recurrent Models of Visual Attention Volodymyr Mnih N. Heess Alex Graves Koray Kavukcuoglu VLM 53 3,643 0 24 Jun 2014
DeepWalk: Online Learning of Social Representations Bryan Perozzi Rami Al-Rfou Steven Skiena HAI 164 9,722 0 26 Mar 2014
Spectral Networks and Locally Connected Networks on Graphs Joan Bruna Wojciech Zaremba Arthur Szlam Yann LeCun GNN 28 4,856 0 21 Dec 2013
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 167 33,445 0 16 Oct 2013