Xiaofei Liao

PNPFI: An Efficient Parallel Frequent Itemsets Mining Algorithm

2018

Frequent itemsets mining (FIM) plays an important role in many data mining areas. With the explosion of data scale, a number of parallel FIM algorithms have been proposed. Although existing solutions have outstanding scalability, they …

GIDN: A Lightweight Graph Inception Diffusion Network for High-efficient Link Prediction

2022 · arXiv (Cornell University)

In this paper, we propose a Graph Inception Diffusion Networks(GIDN) model. This model generalizes graph diffusion in different feature spaces, and uses the inception module to avoid the large amount of computations caused by complex …