62 citations · 178 across the 15 of their papers we have counts for
3 papers · 1 filter
GNN-Based Candidate Node Predictor for Influence Maximization in Temporal Graphs
Priyanka Gautam, Balasubramaniam Natarajan, Sai Munikoti +2
In an age where information spreads rapidly across social media, effectively identifying influential nodes in dynamic networks is critical. Traditional influence maximization strat…
Bayesian Graph Neural Network for Fast identification of critical nodes in Uncertain Complex Networks
Sai Munikoti, Laya Das, Balasubramaniam Natarajan
In the quest to improve efficiency, interdependence and complexity are becoming defining characteristics of modern complex networks representing engineered and natural systems. Gra…
Scalable Graph Neural Network-based framework for identifying critical nodes and links in Complex Networks
Sai Munikoti, Laya Das, Balasubramaniam Natarajan
Identifying critical nodes and links in graphs is a crucial task. These nodes/links typically represent critical elements/communication links that play a key role in a system's per…