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1710.10903
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Graph Attention Networks
International Conference on Learning Representations (ICLR), 2017
30 October 2017
Petar Velickovic
Guillem Cucurull
Arantxa Casanova
Adriana Romero
Pietro Lio
Yoshua Bengio
GNN
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Papers citing
"Graph Attention Networks"
23 / 8,373 papers shown
Towards a Spectrum of Graph Convolutional Networks
Mathias Niepert
Alberto García-Durán
GNN
69
1
0
04 May 2018
Tensorized Self-Attention: Efficiently Modeling Pairwise and Global Dependencies Together
Tao Shen
Wanrong Zhu
Guodong Long
Jing Jiang
Chengqi Zhang
217
15
0
02 May 2018
Convolutional Neural Network Architectures for Signals Supported on Graphs
Fernando Gama
A. Marques
G. Leus
Alejandro Ribeiro
607
309
0
01 May 2018
Semi-Supervised Learning with Declaratively Specified Entropy Constraints
Haitian Sun
William W. Cohen
Lidong Bing
166
5
0
24 Apr 2018
Attention U-Net: Learning Where to Look for the Pancreas
Ozan Oktay
Jo Schlemper
Loic Le Folgoc
M. J. Lee
M. Heinrich
...
Jingyu Sun
Nils Y. Hammerla
Bernhard Kainz
Ben Glocker
Daniel Rueckert
SSeg
740
6,436
0
11 Apr 2018
Graph2Seq: Graph to Sequence Learning with Attention-based Neural Networks
Kun Xu
Lingfei Wu
Zhiguo Wang
Yansong Feng
Michael Witbrock
V. Sheinin
GNN
256
183
0
03 Apr 2018
Graphite: Iterative Generative Modeling of Graphs
Aditya Grover
Aaron Zweig
Stefano Ermon
BDL
315
319
0
28 Mar 2018
Attention, Learn to Solve Routing Problems!
W. Kool
H. V. Hoof
Max Welling
464
1,470
0
22 Mar 2018
GaAN: Gated Attention Networks for Learning on Large and Spatiotemporal Graphs
Jiani Zhang
Xingjian Shi
Junyuan Xie
Hao Ma
Irwin King
Dit-Yan Yeung
GNN
309
617
0
20 Mar 2018
Self-Attention with Relative Position Representations
Peter Shaw
Jakob Uszkoreit
Ashish Vaswani
589
2,628
0
06 Mar 2018
Convolutional Geometric Matrix Completion
Kai-Lang Yao
Wu-Jun Li
Jianbo Yang
Xinyan Lu
GNN
148
9
0
02 Mar 2018
Matching Convolutional Neural Networks without Priors about Data
Data Science Workshop (DS), 2018
Carlos Lassance
Jean-Charles Vialatte
Vincent Gripon
GNN
MedIm
97
6
0
27 Feb 2018
Semi-Supervised Learning on Graphs Based on Local Label Distributions
Evgheniy Faerman
Felix Borutta
Julian Busch
Matthias Schubert
186
7
0
15 Feb 2018
Graph2Seq: Scalable Learning Dynamics for Graphs
S. Venkatakrishnan
Mohammad Alizadeh
Pramod Viswanath
GNN
200
12
0
14 Feb 2018
Edge Attention-based Multi-Relational Graph Convolutional Networks
Chao Shang
Qinqing Liu
Ko-Shin Chen
Jiangwen Sun
Jin Lu
Jinfeng Yi
J. Bi
GNN
270
95
0
14 Feb 2018
GeniePath: Graph Neural Networks with Adaptive Receptive Paths
Ziqi Liu
Chaochao Chen
Longfei Li
Jun Zhou
Xiaolong Li
Le Song
Yuan Qi
GNN
387
334
0
03 Feb 2018
Dynamic Graph CNN for Learning on Point Clouds
Yue Wang
Yongbin Sun
Ziwei Liu
Sanjay E. Sarma
M. Bronstein
Justin Solomon
GNN
3DPC
862
6,986
0
24 Jan 2018
mvn2vec: Preservation and Collaboration in Multi-View Network Embedding
Yu Shi
Fangqiu Han
Xinwei He
Xinran He
Carl Yang
Jie Luo
Jiawei Han
3DV
143
56
0
19 Jan 2018
Hybrid Approach of Relation Network and Localized Graph Convolutional Filtering for Breast Cancer Subtype Classification
SungMin Rhee
Seokjun Seo
Sun Kim
GNN
237
181
0
16 Nov 2017
Watch Your Step: Learning Node Embeddings via Graph Attention
Sami Abu-El-Haija
Bryan Perozzi
Rami Al-Rfou
Alexander A. Alemi
GNN
190
32
0
26 Oct 2017
Supervised Community Detection with Line Graph Neural Networks
Zhengdao Chen
Xiang Li
Joan Bruna
431
88
0
23 May 2017
CayleyNets: Graph Convolutional Neural Networks with Complex Rational Spectral Filters
Ron Levie
Federico Monti
Xavier Bresson
M. Bronstein
GNN
350
725
0
22 May 2017
A survey of embedding models of entities and relationships for knowledge graph completion
Dat Quoc Nguyen
458
100
0
23 Mar 2017
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