125 citations · 171 across the 6 of their papers we have counts for
3 papers · 1 filter
Enhanced Network Embeddings via Exploiting Edge Labels
Haochen Chen, Xiaofei Sun, Yingtao Tian +3
Network embedding methods aim at learning low-dimensional latent representation of nodes in a network. While achieving competitive performance on a variety of network inference tas…
A Tutorial on Network Embeddings
Haochen Chen, Bryan Perozzi, Rami Al-Rfou +1
Network embedding methods aim at learning low-dimensional latent representation of nodes in a network. These representations can be used as features for a wide range of tasks on gr…
Learning to Represent Bilingual Dictionaries
Muhao Chen, Yingtao Tian, Haochen Chen +3
Bilingual word embeddings have been widely used to capture the similarity of lexical semantics in different human languages. However, many applications, such as cross-lingual seman…