DQ4FairIM: Fairness-aware Influence Maximization using Deep Reinforcement Learning

NetSciX 2026 Conference Submission158 Authors

Published: 30 Oct 2025, Last Modified: 30 Oct 2025NetSciX 2026 OralEveryoneRevisionsBibTeXCC BY 4.0
Keywords: Algorithmic Fairness, Fairness-aware Influence Maximization, Reinforcement Learning
TL;DR: This work proposes DQ4FairIM, a deep reinforcement learning framework that achieves fair and scalable influence maximization by optimizing maximin group fairness in information spread.
Submission Number: 158
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