Efficient and Effective Algorithms for A Family of Influence Maximization Problems with A Matroid Constraint

Summary: Matroid-constrained multi-set influence maximization: AMP attains a (1-1/e-ε)-approximation efficiently, closing the gap between costly near-optimal and cheap 1/2-approx methods. RAMP is a fast, memory-efficient implementation that outperforms baselines on real graphs and in an online gaming deployment. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID: 13788
Venue: VLDB
Year: 2025
Pagerank: 4.1945683e-05
Overall Rank: 10,537 | 26.70%
DOI: 10.14778/3705829.3705833

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Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank	Cited Paper	Year	Venue	Pagerank
180	Influence Maximization: Near-Optimal Time Complexity Meets Practical Efficiency	2014	SIGMOD	0.00037135181
337	Influence Maximization in Near-Linear Time: A Martingale Approach	2015	SIGMOD	0.00027011645
436	Stop-and-Stare: Optimal Sampling Algorithms for Viral Marketing in Billion-scale Networks	2016	SIGMOD	0.00023259324
1,801	Online Processing Algorithms for Influence Maximization	2018	SIGMOD	0.00010510943
2,486	Efficient Algorithms for Budgeted Influence Maximization on Massive Social Networks	2020	VLDB	8.6741469e-05
2,664	Influence Maximization Revisited: Efficient Reverse Reachable Set Generation with Bound Tightened	2020	SIGMOD	8.3512717e-05
5,083	Revenue Maximization in Incentivized Social Advertising	2017	VLDB	5.7108274e-05
5,170	Pricing Influential Nodes in Online Social Networks	2020	VLDB	5.6471109e-05
7,267	Misinformation Mitigation under Differential Propagation Rates and Temporal Penalties	2022	VLDB	4.7819966e-05
7,935	Popularity Ratio Maximization: Surpassing Competitors through Influence Propagation	2023	SIGMOD	4.613363e-05
8,807	Efficient and Effective Algorithms for Revenue Maximization in Social Advertising	2021	SIGMOD	4.4455759e-05

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