FastGCN: Fast Learning with Graph Convolutional Networks via Importance Sampling

30 January 2018

Papers citing "FastGCN: Fast Learning with Graph Convolutional Networks via Importance Sampling"

16 / 716 papers shown

Accurate, Efficient and Scalable Graph Embedding

281

28 Oct 2018

Attack Graph Convolutional Networks by Adding Fake Nodes

352

25 Oct 2018

Predict then Propagate: Graph Neural Networks meet Personalized PageRank

Johannes Klicpera

Aleksandar Bojchevski

Stephan Günnemann

GNN

1.0K

1,921

14 Oct 2018

Deep Graph InfomaxInternational Conference on Learning Representations (ICLR), 2018

535

2,786

27 Sep 2018

CPMetric: Deep Siamese Networks for Learning Distances Between Structured Preferences

Andrea Loreggia

Nicholas Mattei

F. Rossi

Kristen Brent Venable

GNN

177

21 Sep 2018

Graph Convolutional Networks for Text Classification

398

1,988

15 Sep 2018

Adaptive Sampling Towards Fast Graph Representation Learning

Tong Zhang

208

533

14 Sep 2018

GAMENet: Graph Augmented MEmory Networks for Recommending Medication Combination

Jimeng Sun

406

305

06 Sep 2018

Stochastic Gradient Descent with Biased but Consistent Gradient Estimators

Jie Chen

Ronny Luss

265

31 Jul 2018

Graph Convolutional Neural Networks for Web-Scale Recommender Systems

954

3,929

06 Jun 2018

Fusion Graph Convolutional Networks

Priyesh Vijayan

Yash Chandak

Mitesh M. Khapra

Srinivasan Parthasarathy

B. Ravindran

GNN

162

31 May 2018

Lovasz Convolutional Networks

172

29 May 2018

Graph2Seq: Graph to Sequence Learning with Attention-based Neural Networks

Kun Xu

256

183

03 Apr 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

619

20 Mar 2018

Modeling Relational Data with Graph Convolutional Networks

Michael Schlichtkrull

695

5,566

17 Mar 2017

A Probabilistic Framework for Location Inference from Social Media

200

23 Feb 2017