RIPPLE++: An Incremental Framework for Efficient GNN Inference on Evolving Graphs

Pranjal Naman, Parv Agarwal, Hrishikesh Haritas +1

Real-world graphs are dynamic, with frequent updates to their structure and features due to evolving vertex and edge properties. These continual changes pose significant challenges…