187 citations · 1.2k across the 72 of their papers we have counts for
4 papers · 1 filter
Graph Clustering with Dynamic Embedding
Carl Yang, Mengxiong Liu, Zongyi Wang +2
Graph clustering (or community detection) has long drawn enormous attention from the research on web mining and information networks. Recent literature on this topic has reached a…
Relationship Profiling over Social Networks: Reverse Smoothness from Similarity to Closeness
Carl Yang, Kevin Chen-Chuan Chang
On social networks, while nodes bear rich attributes, we often lack the `semantics' of why each link is formed-- and thus we are missing the `road signs' to navigate and organize t…
CONE: Community Oriented Network Embedding
Carl Yang, Hanqing Lu, Kevin Chen-Chuan Chang
Detecting communities has long been popular in the research on networks. It is usually modeled as an unsupervised clustering problem on graphs, based on heuristic assumptions about…
Gunrock: GPU Graph Analytics
Yangzihao Wang, Yuechao Pan, Andrew Davidson +8
For large-scale graph analytics on the GPU, the irregularity of data access and control flow, and the complexity of programming GPUs, have presented two significant challenges to d…