Quantum walks, as a universal quantum computation model 1,2,3,4,5, have demonstrated remarkable computational advantages. They achieve exponential speedups in tasks such as the glued trees problem 6 ...

Influence maximization (IM) seeks to identify a subset of key nodes that maximize the spread of information or behavior through a network. While traditional IM approaches rely on static topologies or ...