Joey

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Joey

Joey

A Humble Apprentice
274 posts
23 categories
398 tags
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COMP5313 Week 07 Graph Machine Learning 与 GNN 讲课总结

Posted on 2026-05-24 Edited on 2026-09-29 In Course Notes , COMP5313 Word count in article: 1.7k Reading time ≈ 6 mins.

COMP5313 Week 07 讲课总结,整理图机器学习任务、图数据难点、node classification、neighbourhood aggregation、GCN、GraphSAGE、GIN 与 graph embedding 的考点重点。

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COMP5313 Week 08 Label Propagation 与 Feature Propagation 讲课总结

Posted on 2026-05-24 Edited on 2026-09-29 In Course Notes , COMP5313 Word count in article: 1.8k Reading time ≈ 6 mins.

COMP5313 Week 08 讲课总结,整理 label propagation、Correct and Smooth、PPR/APPNP、SGC 与 feature propagation 的考点重点。

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COMP5313 Week 04 社区检测讲课总结

Posted on 2026-05-24 Edited on 2026-09-29 In Course Notes , COMP5313 Word count in article: 999 Reading time ≈ 4 mins.

COMP5313 Week 04 讲课总结,整理 community detection、edge betweenness、Girvan-Newman、modularity、Louvain 与复杂度的考点重点。

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Word count total: 1.2m Reading time total ≈ 75:19
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