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Bitan Hou

2 papers

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papers

Publications (2)

cs.LG2020

Customized Graph Embedding: Tailoring Embedding Vectors to different Applications

Bitan Hou, Yujing Wang, Ming Zeng +4

Graph is a natural representation of data for a variety of real-word applications, such as knowledge graph mining, social network analysis and biological network comparison. For th…

cs.LG2024

Customizing Graph Neural Networks using Path Reweighting

Jianpeng Chen, Yujing Wang, Ming Zeng +5

Graph Neural Networks (GNNs) have been extensively used for mining graph-structured data with impressive performance. However, because these traditional GNNs do not distinguish amo…

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