Abstract: Graph spectral filtering relies on a representation matrix to define the frequency-domain transformations. Conventional approaches use fixed graph representations, which limit their ...
Abstract: Community detection sheds light on various graph mining tasks such as social recommendation, which is becoming a long-standing issue in the realm of complex network analysis. A non-negative ...
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