We consider a common case in which edges can be short term interactions (e. g., messaging) or long term structural connections (e. g., friendship).
Representation learning over graph structured data has been mostly studied in static graph settings while efforts for modeling dynamic graphs are still scant.
DYNAMIC LINK PREDICTION REPRESENTATION LEARNING VARIATIONAL INFERENCE