no code implementations • 14 Aug 2021 • Qinyi Zhu, Yiou Xiao
However, one single embedding space usually fails to capture all aspects of graph signals.
no code implementations • 16 Jun 2020 • Matthew Walker, Bo Yan, Yiou Xiao, Yafei Wang, Ayan Acharya
Many tasks that rely on representations of nodes in graphs would benefit if those representations were faithful to distances between nodes in the graph.
no code implementations • 4 Nov 2019 • Carl Yang, Jieyu Zhang, Haonan Wang, Sha Li, Myungwan Kim, Matt Walker, Yiou Xiao, Jiawei Han
While node semantics have been extensively explored in social networks, little research attention has been paid to profile edge semantics, i. e., social relations.