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Deriving Neural Architectures from Sequence and Graph Kernels

25 May 2017

Papers citing "Deriving Neural Architectures from Sequence and Graph Kernels"

21 / 71 papers shown

Title
Pre-training Graph Neural Networks with Kernels Nicoló Navarin D. V. Tran A. Sperduti 157 30 0 16 Nov 2018
Mean-field theory of graph neural networks in graph partitioning T. Kawamoto Masashi Tsubaki T. Obuchi 190 59 0 29 Oct 2018
Weisfeiler and Leman Go Neural: Higher-order Graph Neural Networks Christopher Morris Martin Ritzert Matthias Fey William L. Hamilton J. E. Lenssen Gaurav Rattan Martin Grohe GNN 553 1,842 0 04 Oct 2018
Dual Convolutional Neural Network for Graph of Graphs Link Prediction Shonosuke Harada Hirotaka Akita Masashi Tsubaki Yukino Baba Ichigaku Takigawa Yoshihiro Yamanishi H. Kashima GNN AI4CE 99 9 0 04 Oct 2018
How Powerful are Graph Neural Networks? Keyulu Xu Weihua Hu J. Leskovec Stefanie Jegelka GNN 838 8,930 0 01 Oct 2018
Rational Recurrences Hao Peng Roy Schwartz Sam Thomson Noah A. Smith AI4CE 168 39 0 28 Aug 2018
Convolutional Neural Networks with Recurrent Neural Filters Yi Yang 92 14 0 28 Aug 2018
Hierarchical Graph Representation Learning with Differentiable Pooling Rex Ying Jiaxuan You Christopher Morris Xiang Ren William L. Hamilton J. Leskovec GNN 540 2,338 0 22 Jun 2018
Adversarial Attack on Graph Structured Data H. Dai Hui Li Tian Tian Xin Huang L. Wang Jun Zhu Le Song GNN AAML OOD 214 841 0 06 Jun 2018
Graph Capsule Convolutional Neural Networks Saurabh Verma Zhi-Li Zhang GNN 318 134 0 21 May 2018
Deep Neural Machine Translation with Weakly-Recurrent Units Mattia Antonino Di Gangi Marcello Federico AIMat 130 19 0 10 May 2018
Long Short-Term Memory as a Dynamically Computed Element-wise Weighted Sum Omer Levy Kenton Lee Nicholas FitzGerald Luke Zettlemoyer RALM 107 36 0 09 May 2018
Link Prediction Based on Graph Neural NetworksNeural Information Processing Systems (NeurIPS), 2018 Muhan Zhang Yixin Chen GNN 552 2,200 0 27 Feb 2018
Syntax-Directed Variational Autoencoder for Structured Data H. Dai Yingtao Tian Bo Dai Steven Skiena Le Song 217 343 0 24 Feb 2018
NeVAE: A Deep Generative Model for Molecular Graphs Bidisha Samanta A. De G. Jana P. Chattaraj Niloy Ganguly Manuel Gomez Rodriguez GNN DRL BDL DiffM 282 231 0 14 Feb 2018
Graph2Seq: Scalable Learning Dynamics for Graphs S. Venkatakrishnan Mohammad Alizadeh Pramod Viswanath GNN 184 12 0 14 Feb 2018
Junction Tree Variational Autoencoder for Molecular Graph Generation Wengong Jin Regina Barzilay Tommi Jaakkola 864 1,521 0 12 Feb 2018
Evidence Aggregation for Answer Re-Ranking in Open-Domain Question Answering Shuohang Wang Mo Yu Jing Jiang Wei Zhang Xiaoxiao Guo Shiyu Chang Zhiguo Wang Tim Klinger Gerald Tesauro Murray Campbell RALM 176 164 0 14 Nov 2017
Predicting Organic Reaction Outcomes with Weisfeiler-Lehman Network Wengong Jin Connor W. Coley Regina Barzilay Tommi Jaakkola 276 306 0 13 Sep 2017
Simple Recurrent Units for Highly Parallelizable Recurrence Tao Lei Yu Zhang Sida I. Wang Huijing Dai Yoav Artzi LRM 494 294 0 08 Sep 2017
Recurrent Additive Networks Kenton Lee Omer Levy Luke Zettlemoyer GNN AI4CE 176 38 0 21 May 2017