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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

149 commits to main branch, last one 10 days ago

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mit

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A PyTorch implementation of ACM SIGKDD 2019 paper "Predicting Dynamic Embedding Trajectory in Temporal Interaction Networks"

kdd2019 embeddings dynamic-networks machine-learning temporal-network network-embedding embedding-trajectories representation-learning

Created 2019-06-26

38 commits to master branch, last one 2 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