dynamic-network-embedding topic

Awesome papers about machine learning (deep learning) on dynamic (temporal) graphs (networks / knowledge graphs).

SpaceLearner

GloDyNE: Global Topology Preserving Dynamic Network Embedding (accepted by IEEE TKDE in 2020) https://ieeexplore.ieee.org/document/9302718

houchengbin

Code and dataset for IEEE TKDE paper "Dynamic Heterogeneous Information Network Embedding with Meta-path based Proximity"

rootlu

Source code for CIKM 2019 paper "Temporal Network Embedding with Micro- and Macro-dynamics"

rootlu

Advances on machine learning of dynamic (temporal) graphs, covering the reading list of recent top academic conferences.

doujiang-zheng