Early-Exit Graph Neural Networks

Andrea Giuseppe Di Francesco, Maria Sofia Bucarelli, Franco Maria Nardini +3

Early-exit mechanisms allow deep neural networks to stop inference once prediction confidence is high, reducing latency and energy on easy inputs while retaining full-depth accurac…