Search Results for author: Shiyue Huang

Found 1 papers, 0 papers with code

Memory-aware framework for fast and scalable second-order random walk over billion-edge natural graphs

no code implementations The VLDB Journal 2021 Yingxia Shao, Shiyue Huang, Yawen Li, Xupeng Miao, Bin Cui & Lei Chen

In this paper, to clearly compare the efficiency of various node sampling methods, we first design a cost model and propose two new node sampling methods: one follows the acceptance-rejection paradigm to achieve a better balance between memory and time cost, and the other is optimized for fast sampling the skewed probability distributions existed in natural graphs.

Community Detection Graph Embedding

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