Efficient Algorithms for Adaptive Influence Maximization
Summary: Introduces AdaptGreedy, the first practical batch-adaptive influence-maximization algorithms with provable guarantees as seeds are selected after observing prior cascades. EPIC reduces expected approximation error, improving adaptive performance over existing non-adaptive IM subroutines in theory and experiments. (summarized by gpt-5.6-luna on Jul 24 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Kai Han (University of Science and Technology Beijing)
- 2. Keke Huang (Nanyang Technological University)
- 3. Xiaokui Xiao (National University of Singapore)
- 4. Jing Tang (National University of Singapore)
- 5. Aixin Sun (Nanyang Technological University)
- 6. Xueyan Tang (Nanyang Technological University)
BibTeX Citation
@article{han_vldb18,
title = {{Efficient Algorithms for Adaptive Influence Maximization}},
author = {Han, Kai and Huang, Keke and Xiao, Xiaokui and Tang, Jing and Sun, Aixin and Tang, Xueyan},
journal = {PVLDB},
series = {{VLDB} '18},
volume = {11},
number = {9},
pages = {1029--1040},
doi = {10.14778/3213880.3213883},
url = {https://doi.org/10.14778/3213880.3213883},
year = {2018}
}Incoming Citations (Sorted by Pagerank)
Showing 9 of 9 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,320 | Influence Maximization Revisited: Efficient Reverse Reachable Set Generation with Bound Tightened | 2020 | SIGMOD | 8.7576221e-05 |
| 5,095 | Pricing Influential Nodes in Online Social Networks | 2020 | VLDB | 6.3654556e-05 |
| 5,920 | Efficient Approximation Algorithms for Adaptive Seed Minimization | 2019 | SIGMOD | 6.0418521e-05 |
| 6,415 | Influence Maximization in Real-World Closed Social Networks | 2023 | VLDB | 5.8830469e-05 |
| 7,315 | Analysis of Influence Contribution in Social Advertising | 2022 | VLDB | 5.6470323e-05 |
| 7,810 | Minimizing the Regret of an Influence Provider | 2021 | SIGMOD | 5.5393525e-05 |
| 8,813 | Efficient and Effective Algorithms for Revenue Maximization in Social Advertising | 2021 | SIGMOD | 5.3652634e-05 |
| 8,913 | Efficient Approximation Algorithms for Minimum Cost Seed Selection with Probabilistic Coverage Guarantee | 2024 | SIGMOD | 5.3483178e-05 |
| 11,409 | Efficient Algorithm for Budgeted Adaptive Influence Maximization: An Incremental RR-set Update Approach | 2023 | SIGMOD | 5.093636e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 5 of 5 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 194 | Influence Maximization: Near-Optimal Time Complexity Meets Practical Efficiency | 2014 | SIGMOD | 0.000259047 |
| 315 | Influence Maximization in Near-Linear Time: A Martingale Approach | 2015 | SIGMOD | 0.00021436156 |
| 453 | Stop-and-Stare: Optimal Sampling Algorithms for Viral Marketing in Billion-scale Networks | 2016 | SIGMOD | 0.00018145895 |
| 1,478 | Online Processing Algorithms for Influence Maximization | 2018 | SIGMOD | 0.00010651983 |
| 3,639 | Revisiting the Stop-and-Stare Algorithms for Influence Maximization | 2017 | VLDB | 7.2335041e-05 |
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Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 2,320 | Influence Maximization Revisited: Efficient Reverse Reachable Set Generation with Bound Tightened | 2020 | SIGMOD |
| 2 | 2,260 | Online Topic-Aware Influence Maximization | 2015 | VLDB |
| 3 | 4,725 | Efficient Location-Aware Influence Maximization | 2014 | SIGMOD |
| 4 | 296 | A Data-Based Approach to Social Influence Maximization | 2012 | VLDB |
| 5 | 3,989 | Real-Time Influence Maximization on Dynamic Social Streams | 2017 | VLDB |
| 6 | 194 | Influence Maximization: Near-Optimal Time Complexity Meets Practical Efficiency | 2014 | SIGMOD |
| 7 | 11,409 | Efficient Algorithm for Budgeted Adaptive Influence Maximization: An Incremental RR-set Update Approach | 2023 | SIGMOD |
| 8 | 315 | Influence Maximization in Near-Linear Time: A Martingale Approach | 2015 | SIGMOD |
| 9 | 5,920 | Efficient Approximation Algorithms for Adaptive Seed Minimization | 2019 | SIGMOD |
| 10 | 2,752 | Efficient Algorithms for Budgeted Influence Maximization on Massive Social Networks | 2020 | VLDB |