no code implementations • 7 Jun 2022 • Alice Moallemy-Oureh, Silvia Beddar-Wiesing, Rüdiger Nather, Josephine M. Thomas
The few GNN models on dynamic graphs only consider exceptional cases of dynamics, e. g., node attribute-dynamic graphs or structure-dynamic graphs limited to additions or changes to the graph's edges, etc.
no code implementations • 6 Apr 2022 • Josephine M. Thomas, Alice Moallemy-Oureh, Silvia Beddar-Wiesing, Clara Holzhüter
Moreover, we distinguish between GNN models for discrete-time or continuous-time dynamic graphs and group the models according to their architecture.