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20232026
most citedIdentifying Key Nodes for the Influence Spread using a Machine Learning Approach

9 citations · 9 across the 4 of their papers we have counts for

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cs.LG2026

Towards Graph Foundation Models for Dynamics in Complex Networked Systems: Lessons from Super-Spreader Identification in Multilayer Networks

Michał Czuba, Mateusz Stolarski, Adam Piróg +2

Network dynamics - including spreading, influence maximisation, and epidemic modelling - remain largely confined to the transductive paradigm, where models are trained on a single…