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Influence Maximization Revisited: Efficient Reverse Reachable Set Generation with Bound Tightened
Summary: Efficient random RR-set generation for IC accelerates IM; runtime becomes O(k n log n / epsilon^2) with bounded in-degree. Reduces RR-set size to boost scalability in high-influence networks while preserving (1 - 1/e - epsilon); experiments show orders-of-magnitude speedups.
(summarized by gpt-5-nano on Feb 09 2026)
- Paper ID
- 5956
- Venue
- SIGMOD
- Year
- 2020
- Pagerank
- 8.3432296e-05
- Overall Rank
- 2,668 | 81.46%
- DOI
-
10.1145/3318464.3389740
Incoming Non-self Citations Over Time
Incoming Citations (Sorted by Pagerank)
Showing 16 of 16 citing papers.
| Rank |
Citing Paper |
Year |
Venue |
Pagerank |
| 7,450 |
Scalable Approximate Butterfly and Bi-triangle Counting for Large Bipartite Networks |
2023 |
SIGMOD |
4.7218383e-05 |
| 7,800 |
Triangular Stability Maximization by Influence Spread over Social Networks |
2023 |
VLDB |
4.6437574e-05 |
| 7,991 |
Minimizing the Regret of an Influence Provider |
2021 |
SIGMOD |
4.6083801e-05 |
| 8,007 |
Analysis of Influence Contribution in Social Advertising |
2022 |
VLDB |
4.604154e-05 |
| 8,808 |
Efficient and Effective Algorithms for Revenue Maximization in Social Advertising |
2021 |
SIGMOD |
4.4413146e-05 |
| 9,095 |
Scapin: Scalable Graph Structure Perturbation by Augmented Influence Maximization |
2023 |
SIGMOD |
4.3925641e-05 |
| 9,096 |
Minimum Vertex Augmentation |
2021 |
VLDB |
4.3925641e-05 |
| 10,120 |
Time-Critical Influence Minimization via Node Blocking |
2026 |
SIGMOD |
4.1905499e-05 |
| 10,206 |
Robust Fair Influence Maximization under Multiple Community Partitions |
2026 |
SIGMOD |
4.1905499e-05 |
| 10,546 |
Efficient and Effective Algorithms for A Family of Influence Maximization Problems with A Matroid Constraint |
2025 |
VLDB |
4.1905499e-05 |
| 10,924 |
Optimal Dynamic Parameterized Subset Sampling |
2024 |
PODS |
4.1905499e-05 |
| 11,008 |
Influence Maximization via Vertex Countering |
2024 |
VLDB |
4.1905499e-05 |
| 11,083 |
Fast and Space-Efficient Parallel Algorithms for Influence Maximization |
2024 |
VLDB |
4.1905499e-05 |
| 11,142 |
Host Profit Maximization: Leveraging Performance Incentives and User Flexibility |
2024 |
VLDB |
4.1905499e-05 |
| 11,210 |
Efficient Algorithm for Budgeted Adaptive Influence Maximization: An Incremental RR-set Update Approach |
2023 |
SIGMOD |
4.1905499e-05 |
| 11,541 |
Towards an Efficient Weighted Random Walk Domination |
2021 |
VLDB |
4.1905499e-05 |
Outgoing Citations (Sorted by Pagerank)
Showing 14 of 14 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank |
Cited Paper |
Year |
Venue |
Pagerank |
| 90 |
A Data-Based Approach to Social Influence Maximization |
2012 |
VLDB |
0.00052018478 |
| 180 |
Influence Maximization: Near-Optimal Time Complexity Meets Practical Efficiency |
2014 |
SIGMOD |
0.00037101192 |
| 338 |
Influence Maximization in Near-Linear Time: A Martingale Approach |
2015 |
SIGMOD |
0.00026987013 |
| 437 |
Stop-and-Stare: Optimal Sampling Algorithms for Viral Marketing in Billion-scale Networks |
2016 |
SIGMOD |
0.00023237348 |
| 1,652 |
Debunking the Myths of Influence Maximization: An In-Depth Benchmarking Study |
2017 |
SIGMOD |
0.00010999442 |
| 1,798 |
Online Processing Algorithms for Influence Maximization |
2018 |
SIGMOD |
0.00010500792 |
| 1,857 |
Real-time Targeted Influence Maximization for Online Advertisements |
2015 |
VLDB |
0.00010318371 |
| 2,226 |
Holistic Influence Maximization: Combining Scalability and Efficiency with Opinion-Aware Models |
2016 |
SIGMOD |
9.2532857e-05 |
| 2,375 |
From Competition to Complementarity: Comparative Influence Diffusion and Maximization |
2016 |
VLDB |
8.9401216e-05 |
| 2,490 |
Online Topic-Aware Influence Maximization |
2015 |
VLDB |
8.6500989e-05 |
| 4,219 |
Revisiting the Stop-and-Stare Algorithms for Influence Maximization |
2017 |
VLDB |
6.3432726e-05 |
| 4,369 |
Real-Time Influence Maximization on Dynamic Social Streams |
2017 |
VLDB |
6.2399378e-05 |
| 5,092 |
Efficient Algorithms for Adaptive Influence Maximization |
2018 |
VLDB |
5.6987819e-05 |
| 6,181 |
Efficient Approximation Algorithms for Adaptive Seed Minimization |
2019 |
SIGMOD |
5.1641945e-05 |
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