152 citations · 454 across the 15 of their papers we have counts for
5 papers · 1 filter
Neural PathSim for Inductive Similarity Search in Heterogeneous Information Networks
Wenyi Xiao, Huan Zhao, Vincent W. Zheng +1
PathSim is a widely used meta-path-based similarity in heterogeneous information networks. Numerous applications rely on the computation of PathSim, including similarity search and…
Social Explorative Attention based Recommendation for Content Distribution Platforms
Wenyi Xiao, Huan Zhao, Haojie Pan +3
In modern social media platforms, an effective content recommendation should benefit both creators to bring genuine benefits to them and consumers to help them get really interesti…
Vertex-reinforced Random Walk for Network Embedding
Wenyi Xiao, Huan Zhao, Vincent W. Zheng +1
In this paper, we study the fundamental problem of random walk for network embedding. We propose to use non-Markovian random walk, variants of vertex-reinforced random walk (VRRW),…
From Community Detection to Community Profiling
Hongyun Cai, Vincent W. Zheng, Fanwei Zhu +2
Most existing community-related studies focus on detection, which aim to find the community membership for each user from user friendship links. However, membership alone, without…
From Node Embedding To Community Embedding
Vincent W. Zheng, Sandro Cavallari, Hongyun Cai +2
Most of the existing graph embedding methods focus on nodes, which aim to output a vector representation for each node in the graph such that two nodes being "close" on the graph a…