125 citations · 195 across the 18 of their papers we have counts for
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cs.SI2017★ 25 cited
Nationality Classification Using Name Embeddings
Junting Ye, Shuchu Han, Yifan Hu +4
Nationality identification unlocks important demographic information, with many applications in biomedical and sociological research. Existing name-based nationality classifiers us…
cs.SI2017★ 125 cited
HARP: Hierarchical Representation Learning for Networks
Haochen Chen, Bryan Perozzi, Yifan Hu +1
We present HARP, a novel method for learning low dimensional embeddings of a graph's nodes which preserves higher-order structural features. Our proposed method achieves this by co…