Easing Embedding Learning by Comprehensive Transcription of
Heterogeneous Information Networks

Easing Embedding Learning by Comprehensive Transcription of Heterogeneous Information Networks

10 July 2018

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Papers citing "Easing Embedding Learning by Comprehensive Transcription of Heterogeneous Information Networks"

18 / 18 papers shown

Title
AspEm: Embedding Learning by Aspects in Heterogeneous Information Networks Yu Shi Huan Gui Qi Zhu Lance M. Kaplan Jiawei Han 58 83 0 05 Mar 2018
Graph Attention Networks Petar Velickovic Guillem Cucurull Arantxa Casanova Adriana Romero Pietro Lio Yoshua Bengio GNN 484 20,265 0 30 Oct 2017
Representation Learning on Graphs: Methods and Applications William L. Hamilton Rex Ying J. Leskovec GNN 190 1,980 0 17 Sep 2017
PReP: Path-Based Relevance from a Probabilistic Perspective in Heterogeneous Information Networks Yu Shi Po-Wei Chan Honglei Zhuang Huan Gui Jiawei Han 43 22 0 05 Jun 2017
Poincaré Embeddings for Learning Hierarchical Representations Maximilian Nickel Douwe Kiela 98 1,312 0 22 May 2017
Learning Edge Representations via Low-Rank Asymmetric Projections Sami Abu-El-Haija Bryan Perozzi Rami Al-Rfou 79 76 0 16 May 2017
struc2vec: Learning Node Representations from Structural Identity Leonardo F. R. Ribeiro Pedro H. P. Saverese Daniel R. Figueiredo 88 1,164 0 11 Apr 2017
Name Disambiguation in Anonymized Graphs using Network Embedding Baichuan Zhang M. Hasan 65 108 0 08 Feb 2017
Task-Guided and Path-Augmented Heterogeneous Network Embedding for Author Identification Ting-Li Chen Yizhou Sun 40 226 0 08 Dec 2016
Meta-Path Guided Embedding for Similarity Search in Large-Scale Heterogeneous Information Networks Jingbo Shang Meng Qu Jialu Liu Lance M. Kaplan Jiawei Han Jian Peng 64 144 0 31 Oct 2016
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 677 29,183 0 09 Sep 2016
node2vec: Scalable Feature Learning for Networks Aditya Grover J. Leskovec 191 10,924 0 03 Jul 2016
Learning Convolutional Neural Networks for Graphs Mathias Niepert Mohamed Ahmed Konstantin Kutzkov GNN SSL 145 2,154 0 17 May 2016
Discriminative Embeddings of Latent Variable Models for Structured Data H. Dai Bo Dai Le Song BDL 122 697 0 17 Mar 2016
PTE: Predictive Text Embedding through Large-scale Heterogeneous Text Networks Jian Tang Meng Qu Qiaozhu Mei AI4TS SSL 87 790 0 02 Aug 2015
LINE: Large-scale Information Network Embedding Jian Tang Meng Qu Mingzhe Wang Ming Zhang Jun Yan Qiaozhu Mei GNN 142 5,340 0 12 Mar 2015
DeepWalk: Online Learning of Social Representations Bryan Perozzi Rami Al-Rfou Steven Skiena HAI 263 9,809 0 26 Mar 2014
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 402 33,573 0 16 Oct 2013