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DynG2G: An Efficient Stochastic Graph Embedding Method for Temporal
  Graphs

DynG2G: An Efficient Stochastic Graph Embedding Method for Temporal Graphs

28 September 2021
Mengjia Xu
Apoorva Vikram Singh
George Karniadakis
    AI4CE
ArXivPDFHTML

Papers citing "DynG2G: An Efficient Stochastic Graph Embedding Method for Temporal Graphs"

7 / 7 papers shown
Title
A Comparative Study on Dynamic Graph Embedding based on Mamba and Transformers
A Comparative Study on Dynamic Graph Embedding based on Mamba and Transformers
Ashish Parmanand Pandey
Alan John Varghese
Sarang Patil
Mengjia Xu
Mamba
120
0
0
15 Dec 2024
Gaussian Embedding of Temporal Networks
Gaussian Embedding of Temporal Networks
Raphaël Romero
Jefrey Lijffijt
Riccardo Rastelli
Marco Corneli
Tijl De Bie
39
1
0
27 May 2024
TransformerG2G: Adaptive time-stepping for learning temporal graph
  embeddings using transformers
TransformerG2G: Adaptive time-stepping for learning temporal graph embeddings using transformers
Alan John Varghese
Aniruddha Bora
Mengjia Xu
George Karniadakis
36
5
0
05 Jul 2023
Learnable Spectral Wavelets on Dynamic Graphs to Capture Global
  Interactions
Learnable Spectral Wavelets on Dynamic Graphs to Capture Global Interactions
Anson Bastos
Abhishek Nadgeri
Kuldeep Singh
Toyotaro Suzumura
Manish Singh
41
7
0
22 Nov 2022
Scalable algorithms for physics-informed neural and graph networks
Scalable algorithms for physics-informed neural and graph networks
K. Shukla
Mengjia Xu
N. Trask
George Karniadakis
PINN
AI4CE
72
40
0
16 May 2022
A Survey on Knowledge Graphs: Representation, Acquisition and
  Applications
A Survey on Knowledge Graphs: Representation, Acquisition and Applications
Shaoxiong Ji
Shirui Pan
Erik Cambria
Pekka Marttinen
Philip S. Yu
181
1,940
0
02 Feb 2020
Efficient Estimation of Word Representations in Vector Space
Efficient Estimation of Word Representations in Vector Space
Tomáš Mikolov
Kai Chen
G. Corrado
J. Dean
3DV
245
31,257
0
16 Jan 2013
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