dynamic-network-embedding

There are 1 repository under dynamic-network-embedding topic.

SpaceLearner / Awesome-DynamicGraphLearning
Awesome papers about machine learning (deep learning) on dynamic (temporal) graphs (networks / knowledge graphs).
deep-learning dynamic-graph-embedding dynamic-network-embedding graph-neural-network graph-neural-networks temporal-graph temporal-network
Language:Shell 447
houchengbin / GloDyNE
GloDyNE: Global Topology Preserving Dynamic Network Embedding (accepted by IEEE TKDE in 2020) https://ieeexplore.ieee.org/document/9302718
dynamic-graph-embedding dynamic-network-embedding dynamic-networks graph-embedding network-embedding time-evolving-networks
Language:Python 62
doujiang-zheng / Dynamic-Temporal-Graph-Learning-Reading-List
Advances on machine learning of dynamic (temporal) graphs, covering the reading list of recent top academic conferences.
deep-learning dynamic-graph-embedding dynamic-network-embedding graph-neural-networks temporal-graph temporal-network
45
rootlu / DyHNE
Code and dataset for IEEE TKDE paper "Dynamic Heterogeneous Information Network Embedding with Meta-path based Proximity"
dynamic-network-embedding dynamic-networks heterogeneous-information-networks ieee-tkde-paper meta-path
Language:Jupyter Notebook 38
rootlu / MMDNE
Source code for CIKM 2019 paper "Temporal Network Embedding with Micro- and Macro-dynamics"
cikm2019 dynamic-network-embedding dynamic-networks network-embedding temporal-networks
Language:Python 37
houchengbin / SG-EDNE
SG-EDNE: Skip-Gram based Ensembles Dynamic Network Embedding (for our paper "Robust Dynamic Network Embedding via Ensembles")
dynamic-network-embedding ensemble-learning network-embedding
Language:Python 10
GemsLab / node2bits
Compact time- and attribute-aware node representations
representation-learning temporal-networks dynamic-network-embedding user-stitching entity-resolution identity-stitching heterogeneous-network
Language:Python 6
KuroginQin / IDEA
[TKDE'23] Demo code of the paper entitled "High-Quality Temporal Link Prediction for Weighted Dynamic Graphs via Inductive Embedding Aggregation", which has been accepted by IEEE TKDE
dynamic-graphs dynamic-link-prediction link-prediction temporal-graphs temporal-link-prediction weighted-graphs dynamic-graph-representation-learning dynamic-network-embedding graph-representation-learning inductive-learning network-embedding tkde
Language:Python 6
pietrocinaglia / dante
DANTE is a software tool for pairwise alignment of dynamic networks. It computes the topological node similarities via temporal embedding.
alignment biological-networks dynamic-network-embedding dynamic-networks embeddings network-alignment network-embedding temporal-networks
1