575 citations · 713 across the 9 of their papers we have counts for
5 papers · 1 filter
Representation Learning in Heterogeneous Professional Social Networks with Ambiguous Social Connections
Baoxu Shi, Jaewon Yang, Tim Weninger +2
Network representations have been shown to improve performance within a variety of tasks, including classification, clustering, and link prediction. However, most models either foc…
Detecting Cohesive and 2-mode Communities in Directed and Undirected Networks
Jaewon Yang, Julian McAuley, Jure Leskovec
Networks are a general language for representing relational information among objects. An effective way to model, reason about, and summarize networks, is to discover sets of nodes…
Community Detection in Networks with Node Attributes
Jaewon Yang, Julian McAuley, Jure Leskovec
Community detection algorithms are fundamental tools that allow us to uncover organizational principles in networks. When detecting communities, there are two possible sources of i…
Defining and Evaluating Network Communities based on Ground-truth
Jaewon Yang, Jure Leskovec
Nodes in real-world networks organize into densely linked communities where edges appear with high concentration among the members of the community. Identifying such communities of…
Structure and Overlaps of Communities in Networks
Jaewon Yang, Jure Leskovec
One of the main organizing principles in real-world social, information and technological networks is that of network communities, where sets of nodes organize into densely linked…