Priyanka Gautam

Beyond Structure: A Causal Perspective on Network Influence

Identifying influential nodes in complex networks is a critical challenge across domains ranging from social media analytics to epidemiology and marketing. Traditional influence maximization algorithms often fall short because they rely primarily on the network structure, overlooking the intrinsic qualities of individu...