FastGCN: Fast Learning with Graph Convolutional Networks via Importance
Sampling

FastGCN: Fast Learning with Graph Convolutional Networks via Importance Sampling

30 January 2018

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

16 / 716 papers shown

Title
Accurate, Efficient and Scalable Graph Embedding Hanqing Zeng Hongkuan Zhou Ajitesh Srivastava Rajgopal Kannan Viktor Prasanna GNN 245 80 0 28 Oct 2018
Attack Graph Convolutional Networks by Adding Fake Nodes Xiaoyun Wang Minhao Cheng Joe Eaton Cho-Jui Hsieh S. F. Wu AAML GNN 299 83 0 25 Oct 2018
Predict then Propagate: Graph Neural Networks meet Personalized PageRank Johannes Klicpera Aleksandar Bojchevski Stephan Günnemann GNN 904 1,911 0 14 Oct 2018
Deep Graph InfomaxInternational Conference on Learning Representations (ICLR), 2018 Petar Velickovic W. Fedus William L. Hamilton Pietro Lio Yoshua Bengio R. Devon Hjelm GNN 514 2,761 0 27 Sep 2018
CPMetric: Deep Siamese Networks for Learning Distances Between Structured Preferences Andrea Loreggia Nicholas Mattei F. Rossi Kristen Brent Venable GNN 158 2 0 21 Sep 2018
Graph Convolutional Networks for Text Classification Liang Yao Chengsheng Mao Yuan Luo GNN 344 1,974 0 15 Sep 2018
Adaptive Sampling Towards Fast Graph Representation Learning Wen-bing Huang Tong Zhang Yu Rong Junzhou Huang GNN 202 529 0 14 Sep 2018
GAMENet: Graph Augmented MEmory Networks for Recommending Medication Combination Junyuan Shang Cao Xiao Tengfei Ma Hongyan Li Jimeng Sun GNN 358 301 0 06 Sep 2018
Stochastic Gradient Descent with Biased but Consistent Gradient Estimators Jie Chen Ronny Luss 243 46 0 31 Jul 2018
Graph Convolutional Neural Networks for Web-Scale Recommender Systems Rex Ying Ruining He Kaifeng Chen Pong Eksombatchai William L. Hamilton J. Leskovec GNN BDL 881 3,892 0 06 Jun 2018
Fusion Graph Convolutional Networks Priyesh Vijayan Yash Chandak Mitesh M. Khapra Srinivasan Parthasarathy B. Ravindran GNN 133 2 0 31 May 2018
Lovasz Convolutional Networks Prateek Yadav M. Nimishakavi N. Yadati Shikhar Vashishth A. Rajkumar Partha P. Talukdar GNN 166 11 0 29 May 2018
Graph2Seq: Graph to Sequence Learning with Attention-based Neural Networks Kun Xu Lingfei Wu Zhiguo Wang Yansong Feng Michael Witbrock V. Sheinin GNN 228 183 0 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 297 616 0 20 Mar 2018
Modeling Relational Data with Graph Convolutional Networks Michael Schlichtkrull Thomas Kipf Peter Bloem Rianne van den Berg Ivan Titov Max Welling GNN 653 5,522 0 17 Mar 2017
A Probabilistic Framework for Location Inference from Social Media Yujie Qian Jie Tang Zhilin Yang Binxuan Huang Wei Wei Kathleen M. Carley 196 19 0 23 Feb 2017