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unknown

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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

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mit

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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

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unknown

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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