84 citations · 389 across the 28 of their papers we have counts for
4 papers · 2 filters
Detecting Overlapping Communities from Local Spectral Subspaces
Kun He, Yiwei Sun, David Bindel +2
Based on the definition of local spectral subspace, we propose a novel approach called LOSP for local overlapping community detection. Instead of using the invariant subspace spann…
Overlapping Community Detection via Local Spectral Clustering
Yixuan Li, Kun He, David Bindel +1
Large graphs arise in a number of contexts and understanding their structure and extracting information from them is an important research area. Early algorithms on mining communit…
Uncovering the Small Community Structure in Large Networks: A Local Spectral Approach
Yixuan Li, Kun He, David Bindel +1
Large graphs arise in a number of contexts and understanding their structure and extracting information from them is an important research area. Early algorithms on mining communit…
Revealing Multiple Layers of Hidden Community Structure in Networks
Kun He, Sucheta Soundarajan, Xuezhi Cao +2
We introduce a new conception of community structure, which we refer to as hidden community structure. Hidden community structure refers to a specific type of overlapping community…