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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
- 5955
- Venue
- SIGMOD
- Year
- 2020
- Pagerank
- 8.3512717e-05
- Overall Rank
- 2,664 | 81.47%
- 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 |
| 7,451 |
Scalable Approximate Butterfly and Bi-triangle Counting for Large Bipartite Networks |
2023 |
SIGMOD |
4.7263711e-05 |
| 7,798 |
Triangular Stability Maximization by Influence Spread over Social Networks |
2023 |
VLDB |
4.6482149e-05 |
| 7,988 |
Minimizing the Regret of an Influence Provider |
2021 |
SIGMOD |
4.6128031e-05 |
| 8,003 |
Analysis of Influence Contribution in Social Advertising |
2022 |
VLDB |
4.6085729e-05 |
| 8,807 |
Efficient and Effective Algorithms for Revenue Maximization in Social Advertising |
2021 |
SIGMOD |
4.4455759e-05 |
| 9,098 |
Scapin: Scalable Graph Structure Perturbation by Augmented Influence Maximization |
2023 |
SIGMOD |
4.3967784e-05 |
| 9,099 |
Minimum Vertex Augmentation |
2021 |
VLDB |
4.3967784e-05 |
| 10,120 |
Time-Critical Influence Minimization via Node Blocking |
2026 |
SIGMOD |
4.1945683e-05 |
| 10,206 |
Robust Fair Influence Maximization under Multiple Community Partitions |
2026 |
SIGMOD |
4.1945683e-05 |
| 10,537 |
Efficient and Effective Algorithms for A Family of Influence Maximization Problems with A Matroid Constraint |
2025 |
VLDB |
4.1945683e-05 |
| 10,920 |
Optimal Dynamic Parameterized Subset Sampling |
2024 |
PODS |
4.1945683e-05 |
| 11,005 |
Influence Maximization via Vertex Countering |
2024 |
VLDB |
4.1945683e-05 |
| 11,080 |
Fast and Space-Efficient Parallel Algorithms for Influence Maximization |
2024 |
VLDB |
4.1945683e-05 |
| 11,139 |
Host Profit Maximization: Leveraging Performance Incentives and User Flexibility |
2024 |
VLDB |
4.1945683e-05 |
| 11,208 |
Efficient Algorithm for Budgeted Adaptive Influence Maximization: An Incremental RR-set Update Approach |
2023 |
SIGMOD |
4.1945683e-05 |
| 11,537 |
Towards an Efficient Weighted Random Walk Domination |
2021 |
VLDB |
4.1945683e-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 |
0.00052068982 |
| 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 |
| 1,652 |
Debunking the Myths of Influence Maximization: An In-Depth Benchmarking Study |
2017 |
SIGMOD |
0.00011010086 |
| 1,801 |
Online Processing Algorithms for Influence Maximization |
2018 |
SIGMOD |
0.00010510943 |
| 1,850 |
Real-time Targeted Influence Maximization for Online Advertisements |
2015 |
VLDB |
0.00010328335 |
| 2,220 |
Holistic Influence Maximization: Combining Scalability and Efficiency with Opinion-Aware Models |
2016 |
SIGMOD |
9.2622402e-05 |
| 2,371 |
From Competition to Complementarity: Comparative Influence Diffusion and Maximization |
2016 |
VLDB |
8.9482922e-05 |
| 2,490 |
Online Topic-Aware Influence Maximization |
2015 |
VLDB |
8.6584707e-05 |
| 4,220 |
Revisiting the Stop-and-Stare Algorithms for Influence Maximization |
2017 |
VLDB |
6.3493792e-05 |
| 4,371 |
Real-Time Influence Maximization on Dynamic Social Streams |
2017 |
VLDB |
6.2459569e-05 |
| 5,090 |
Efficient Algorithms for Adaptive Influence Maximization |
2018 |
VLDB |
5.7042676e-05 |
| 6,179 |
Efficient Approximation Algorithms for Adaptive Seed Minimization |
2019 |
SIGMOD |
5.1691599e-05 |
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