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jasperzhong / read-papers-and-code

My paper/code reading notes in Chinese
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IEEE Access '19 | DHNE: Network Representation Learning Method for Dynamic Heterogeneous Networks #343

Closed jasperzhong closed 1 year ago

jasperzhong commented 1 year ago

https://ieeexplore.ieee.org/document/8843962

jasperzhong commented 1 year ago

算是temporal HGNN的早期工作. DTDG. 方法DHNE就是sliding window(当前snapshot + 之前K个snapshot，称之为historical-current graph...)构成的graph上做metapath2vec #330 .

实验差不多选取window size为4. baseline方法是只看当前的snapshot. 当然DHNE更好.

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