8 results found Sort:

SpaceLearner
Awesome-DynamicGraphLearning SpaceLearner
81
579
unknown
15
Awesome papers about machine learning (deep learning) on dynamic (temporal) graphs (networks / knowledge graphs).
deep-learning temporal-graph temporal-network graph-neural-network graph-neural-networks dynamic-graph-embedding dynamic-network-embedding
Created 2021-07-12
147 commits to main branch, last one 14 days ago
cchao0116
EasyDGL cchao0116
17
124
mit
1
Code for paper "EasyDGL: Encode, Train and Interpret for Continuous-time Dynamic Graph Learning"
time-series traffic-data dynamic-graph-embedding sequential-recommendation
Created 2022-12-18
3 commits to main branch, last one about a year ago
jhljx
CTGCN jhljx
28
95
mit
4
CTGCN: k-core based Temporal Graph Convolutional Network for Dynamic Graphs (accepted by IEEE TKDE in 2020) https://ieeexplore.ieee.org/document/9240056
dynamic-graphs graph-embedding link-prediction network-embedding edge-classification node-classification graph-neural-network graph-neural-networks dynamic-graph-algorithm dynamic-graph-embedding temporal-graph-networks dynamic-graph-processing graph-embedding-approaches graph-centrality-prediction graph-convolutional-network graph-representation-learning
Created 2020-01-17
101 commits to master branch, last one about a year ago
houchengbin
GloDyNE houchengbin
19
65
mit
4
GloDyNE: Global Topology Preserving Dynamic Network Embedding (accepted by IEEE TKDE in 2020) https://ieeexplore.ieee.org/document/9302718
graph-embedding dynamic-networks network-embedding time-evolving-networks dynamic-graph-embedding dynamic-network-embedding
Created 2019-01-13
56 commits to master branch, last one 3 years ago
CRIPAC-DIG
DGSR CRIPAC-DIG
14
64
unknown
2
[TKDE 2022] The source code of "Dynamic Graph Neural Networks for Sequential Recommendation"
recommender-system graph-neural-networks dynamic-graph-embedding sequential-recommendation
Created 2022-03-29
12 commits to master branch, last one 6 months ago
doujiang-zheng
Dynamic-Temporal-Graph-Learning-Reading-List doujiang-zheng
4
53
unknown
2
Advances on machine learning of dynamic (temporal) graphs, covering the reading list of recent top academic conferences.
deep-learning temporal-graph temporal-network graph-neural-networks dynamic-graph-embedding dynamic-network-embedding
Created 2019-07-01
10 commits to main branch, last one about a year ago
KimMeen
Neural-Temporal-Walks KimMeen
10
52
mit
3
[NeurIPS 2022] The official PyTorch implementation of "Neural Temporal Walks: Motif-Aware Representation Learning on Continuous-Time Dynamic Graphs"
dynamic-graphs graph-neural-networks dynamic-graph-embedding graph-representation-learning
Created 2022-09-18
5 commits to main branch, last one about a year ago
KuroginQin
OpenTLP KuroginQin
8
48
unknown
3
[ACM Computing Surveys'23] Implementations or refactor of some temporal link prediction/dynamic link prediction methods and summary of related open resources for survey paper "Temporal Link Prediction...
nmf gnns rnns survey overview attention dynamic-graphs link-prediction weighted-graphs inductive-learning dynamic-graph-algorithm dynamic-graph-embedding dynamic-link-prediction temporal-link-prediction
Created 2022-06-21
20 commits to main branch, last one 10 months ago