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phanein / deepwalk

DeepWalk - Deep Learning for Graphs
http://www.perozzi.net/projects/deepwalk/
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Is there any detail about adaptability which been mentioned in section 3? #106

Open zhangdongaoZzz opened 4 years ago

zhangdongaoZzz commented 4 years ago

Adaptability:"Real social networks are constantly evolving; new social relations should not require repeating the learning process all over again." Is there any solution to get a new node's embedding? Thx.

Edgis commented 3 years ago

i have same question...who can help me ?

GTmac commented 3 years ago

You could try searching for something like "network embedding dynamic update" -- there are quite some recent literatures on this topic. For example: https://www.ijcai.org/Proceedings/2018/0288.pdf