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jasperzhong / read-papers-and-code

My paper/code reading notes in Chinese
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ICML '17 | Know-evolve: Deep temporal reasoning for dynamic knowledge graphs #286

Closed jasperzhong closed 2 years ago

jasperzhong commented 2 years ago

http://proceedings.mlr.press/v70/trivedi17a/trivedi17a.pdf

一作和 #276 是同一个人

jasperzhong commented 2 years ago

288 综述总结的挺不错. 原文反而写得复杂.

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看上去很 #289 比较像，也是考虑temporal graph，只有temporal interactions. 不过这里每个node维护一个embedding（不过JODIE那个static embedding可以看作是node features）. 也是用RNN来更新node embedding.

不过这里考虑的是knowledge graph (KG)，而且是从TPP角度分析的，或许是我没看懂原paper的原因...