Tracing the Propagation Path: A Flow Perspective of Representation Learning on Graphs

no code implementations • 12 Dec 2019 • Menghan Wang, Kun Zhang, Gulin Li, Keping Yang, Luo Si

We generalize the propagation strategies of current GCNs as a \emph{"Sink$\to$Source"} mode, which seems to be an underlying cause of the two challenges.

Representation Learning