Machine Learning · Computer Science
A Survey on Embedding Dynamic Graphs
Claudio D. T. Barros, Matheus R. F. Mendonça, Alex B. Vieira, Artur Ziviani
2021-07-23
Machine Learning · Computer Science
Continuous Temporal Graph Networks for Event-Based Graph Data
Jin Guo, Zhen Han, Zhou Su, Jiliang Li +2
2022-06-01
Machine Learning · Computer Science
Time-aware Dynamic Graph Embedding for Asynchronous Structural Evolution
Yu Yang, Hongzhi Yin, Jiannong Cao, Tong Chen +3
2023-11-02
Machine Learning · Computer Science
Temporal Graph Network Embedding with Causal Anonymous Walks Representations
Ilya Makarov, Andrey Savchenko, Arseny Korovko, Leonid Sherstyuk +3
2021-08-25
Physics and Society · Physics
DyANE: Dynamics-aware node embedding for temporal networks
Koya Sato, Mizuki Oka, Alain Barrat, Ciro Cattuto
2021-05-04
Machine Learning · Computer Science
Dynamic Node Embeddings from Edge Streams
John Boaz Lee, Giang Nguyen, Ryan A. Rossi, Nesreen K. Ahmed +2
2020-07-20
Artificial Intelligence · Computer Science
HGE: Embedding Temporal Knowledge Graphs in a Product Space of Heterogeneous Geometric Subspaces
Jiaxin Pan, Mojtaba Nayyeri, Yinan Li, Steffen Staab
2023-12-27
Machine Learning · Computer Science
Graph-Level Embedding for Time-Evolving Graphs
Lili Wang, Chenghan Huang, Weicheng Ma, Xinyuan Cao +1
2023-06-05
Machine Learning · Computer Science
Inductive Representation Learning on Temporal Graphs
Da Xu, Chuanwei Ruan, Evren Korpeoglu, Sushant Kumar +1
2020-02-20
Social and Information Networks · Computer Science
Graphlets over Time: A New Lens for Temporal Network Analysis
Deukryeol Yoon, Dongjin Lee, Minyoung Choe, Kijung Shin
2023-01-04
Machine Learning · Computer Science
An Explainer for Temporal Graph Neural Networks
Wenchong He, Minh N. Vu, Zhe Jiang, My T. Thai
2022-09-05