Representation Learning over Dynamic Graphs

Representation Learning over Dynamic Graphs

11 March 2018

Rakshit S. Trivedi

Mehrdad Farajtabar

Papers citing "Representation Learning over Dynamic Graphs"

19 / 19 papers shown

Title
Representation Learning on Graphs: Methods and Applications William L. Hamilton Rex Ying J. Leskovec GNN 145 1,971 0 17 Sep 2017
Inductive Representation Learning on Large Graphs William L. Hamilton Z. Ying J. Leskovec 446 15,179 0 07 Jun 2017
Attributed Network Embedding for Learning in a Dynamic Environment Jundong Li Harsh Dani Xia Hu Jiliang Tang Yi-Ju Chang Huan Liu 73 367 0 06 Jun 2017
Wasserstein Learning of Deep Generative Point Process Models Shuai Xiao Mehrdad Farajtabar X. Ye Junchi Yan Le Song H. Zha DiffM 51 170 0 23 May 2017
Know-Evolve: Deep Temporal Reasoning for Dynamic Knowledge Graphs Rakshit S. Trivedi H. Dai Yichen Wang Le Song BDL 58 477 0 16 May 2017
Fake News Mitigation via Point Process Based Intervention Mehrdad Farajtabar Jiachen Yang X. Ye Huan Xu Rakshit S. Trivedi Elias Boutros Khalil Shuang Li Le Song H. Zha GNN 43 155 0 22 Mar 2017
Dynamic Word Embeddings Robert Bamler Stephan Mandt BDL 200 231 0 27 Feb 2017
Motifs in Temporal Networks Ashwin Paranjape Austin R. Benson J. Leskovec 54 688 0 29 Dec 2016
Variational Graph Auto-Encoders Thomas Kipf Max Welling GNN BDL SSL CML 135 3,573 0 21 Nov 2016
Distilling Information Reliability and Source Trustworthiness from Digital Traces Behzad Tabibian Isabel Valera Mehrdad Farajtabar Le Song Bernhard Schölkopf Manuel Gomez Rodriguez 33 39 0 24 Oct 2016
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 571 28,964 0 09 Sep 2016
node2vec: Scalable Feature Learning for Networks Aditya Grover J. Leskovec 183 10,847 0 03 Jul 2016
Discriminative Embeddings of Latent Variable Models for Structured Data H. Dai Bo Dai Le Song BDL 117 695 0 17 Mar 2016
Gated Graph Sequence Neural Networks Yujia Li Daniel Tarlow Marc Brockschmidt R. Zemel GNN 303 3,279 0 17 Nov 2015
COEVOLVE: A Joint Point Process Model for Information Diffusion and Network Co-evolution Mehrdad Farajtabar Yichen Wang Manuel Gomez Rodriguez Shuang Li H. Zha Le Song 65 239 0 08 Jul 2015
LINE: Large-scale Information Network Embedding Jian Tang Meng Qu Mingzhe Wang Ming Zhang Jun Yan Qiaozhu Mei GNN 136 5,328 0 12 Mar 2015
Graph-based Anomaly Detection and Description: A Survey Leman Akoglu Hanghang Tong Danai Koutra OOD AI4TS 86 1,394 0 18 Apr 2014
DeepWalk: Online Learning of Social Representations Bryan Perozzi Rami Al-Rfou Steven Skiena HAI 252 9,769 0 26 Mar 2014
Spectral Networks and Locally Connected Networks on Graphs Joan Bruna Wojciech Zaremba Arthur Szlam Yann LeCun GNN 183 4,870 0 21 Dec 2013