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cs.SI2026
From Propagation to Protection: Risk-Aware Diffusion for Harm Minimization in Signed Social Networks
Aaqib Zahoor, Janibul Bashir, Iqra Altaf Gillani
Real-world social relationships are not uniformly supportive. Information through hostile connections can increase resistance, anxiety, or misinformation rather than adoption. Clas…
cs.SI2025
Diffusion Models for Influence Maximization on Temporal Networks: A Guide to Make the Best Choice
Aaqib Zahoor, Iqra Altaf Gillani, Janibul Bashir
The increasing prominence of temporal networks in online social platforms and dynamic communication systems has made influence maximization a critical research area. Various diffus…
cs.SI2025
Influence Maximization in Temporal Networks with Persistent and Reactive Behaviors
Aaqib Zahoor, Iqra Altaf Gillani, Janib ul Bashir
Influence maximization in temporal social networks presents unique challenges due to the dynamic interactions that evolve over time. Traditional diffusion models often fall short i…