Representation Learning for Dynamic Graphs: A Survey

Representation Learning for Dynamic Graphs: A Survey

27 May 2019

Seyed Mehran Kazemi

Papers citing "Representation Learning for Dynamic Graphs: A Survey"

17 / 67 papers shown

Title
Temporal Knowledge Graph Completion using Box Embeddings Johannes Messner Ralph Abboud .Ismail .Ilkan Ceylan 29 105 0 18 Sep 2021
A Comprehensive Survey on Graph Anomaly Detection with Deep Learning Xiaoxiao Ma Jia Wu Shan Xue Jian Yang Chuan Zhou Quan Z. Sheng Hui Xiong Leman Akoglu GNN AI4TS 43 538 0 14 Jun 2021
ChronoR: Rotation Based Temporal Knowledge Graph Embedding A. Sadeghian Mohammadreza Armandpour Anthony Colas D. Wang BDL 14 111 0 18 Mar 2021
On the Equivalence Between Temporal and Static Graph Representations for Observational Predictions Jianfei Gao Bruno Ribeiro 29 11 0 12 Mar 2021
Size-Invariant Graph Representations for Graph Classification Extrapolations Beatrice Bevilacqua Yangze Zhou Bruno Ribeiro OOD 35 108 0 08 Mar 2021
SLAPS: Self-Supervision Improves Structure Learning for Graph Neural Networks Bahare Fatemi Layla El Asri Seyed Mehran Kazemi GNN SSL 22 159 0 09 Feb 2021
Compound Word Transformer: Learning to Compose Full-Song Music over Dynamic Directed Hypergraphs Wen-Yi Hsiao Jen-Yu Liu Yin-Cheng Yeh Yi-Hsuan Yang 113 180 0 07 Jan 2021
A Survey on Concept Factorization: From Shallow to Deep Representation Learning Zhao Zhang Yan Zhang Mingliang Xu Li Zhang Yi Yang Shuicheng Yan 24 30 0 31 Jul 2020
Temporal Graph Networks for Deep Learning on Dynamic Graphs Emanuele Rossi B. Chamberlain Fabrizio Frasca D. Eynard Federico Monti M. Bronstein AI4CE 40 629 0 18 Jun 2020
The role of exchangeability in causal inference O. Saarela D. Stephens E. Moodie 36 5 0 02 Jun 2020
Out-of-Sample Representation Learning for Multi-Relational Graphs Marjan Albooyeh Rishab Goel Seyed Mehran Kazemi OOD 21 3 0 28 Apr 2020
ExEm: Expert Embedding using dominating set theory with deep learning approaches Narjes Nikzad Khasmakhi M. Balafar M. Feizi-Derakhshi C. Motamed 24 18 0 16 Jan 2020
Learning Sequence Encoders for Temporal Knowledge Graph Completion Alberto García-Durán Sebastijan Dumancic Mathias Niepert 198 398 0 10 Sep 2018
Dynamic Word Embeddings Robert Bamler Stephan Mandt BDL 161 231 0 27 Feb 2017
Geometric deep learning: going beyond Euclidean data M. Bronstein Joan Bruna Yann LeCun Arthur Szlam P. Vandergheynst GNN 261 3,240 0 24 Nov 2016
On the representation and embedding of knowledge bases beyond binary relations Jianfeng Wen Jianxin Li Yongyi Mao Shini Chen Richong Zhang 63 116 0 28 Apr 2016
Scalable Link Prediction in Dynamic Networks via Non-Negative Matrix Factorization Linhong Zhu Dong Guo Junming Yin Greg Ver Steeg Aram Galstyan 51 199 0 13 Nov 2014