We demonstrate the effectiveness of our method using a well-known task in complex networks, influence maximization, and validate it on eight different real-world networks of various structures. The ...

Visual Evolutionary Optimization on Graph-Structured Combinatorial Problems With MLLMs: A Case Study of Influence Maximization Graph-structured combinatorial problems in complex networks are prevalent ...