Global Reinforcement of Social Networks: The Anchored Coreness Problem
Summary: Global reinforcement of social networks via anchored coreness: anchor a small vertex set to maximize total coreness gain. NP-hard; introduces pruning-based heuristic that reuses intermediate results, with experiments on real data demonstrating effectiveness and efficiency. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Qingyuan Linghu (Guangdong University of Technology; University of New South Wales)
- 2. Fan Zhang (Guangdong University of Technology)
- 3. Xuemin Lin (University of New South Wales)
- 4. Wenjie Zhang (University of New South Wales)
- 5. Ying Zhang (University of Technology Sydney)
BibTeX Citation
@inproceedings{linghu_sigmod20,
title = {{Global Reinforcement of Social Networks: The Anchored Coreness Problem}},
author = {Linghu, Qingyuan and Zhang, Fan and Lin, Xuemin and Zhang, Wenjie and Zhang, Ying},
series = {{SIGMOD} '20},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/3318464.3389744},
url = {https://dl.acm.org/doi/10.1145/3318464.3389744},
year = {2020}
}
Incoming Citations (Sorted by Pagerank)
Showing 6 of 6 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,826 | Hierarchical Core Maintenance on Large Dynamic Graphs | 2021 | VLDB | 8.0865974e-05 |
| 3,613 | Scaling Up k-Clique Densest Subgraph Detection | 2023 | SIGMOD | 7.2572837e-05 |
| 4,579 | Cohesive Subgraph Search over Big Heterogeneous Information Networks: Applications, Challenges, and Solutions | 2021 | SIGMOD | 6.6203846e-05 |
| 6,465 | Fast Algorithms for Core Maximization on Large Graphs | 2022 | VLDB | 5.871325e-05 |
| 9,396 | Hindering Influence Diffusion of Community | 2022 | SIGMOD | 5.2755515e-05 |
| 10,534 | Anchored Maximum Communities over Large Directed Graphs | 2026 | VLDB | 5.093636e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 11 of 11 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 102 | Truss Decomposition in Massive Networks | 2012 | VLDB | 0.00034255289 |
| 189 | Querying K-Truss Community in Large and Dynamic Graphs | 2014 | SIGMOD | 0.00026114928 |
| 590 | Large Scale Cohesive Subgraphs Discovery for Social Network Visual Analysis | 2013 | VLDB | 0.0001605572 |
| 674 | Finding Maximal Cliques in Massive Networks by H*-graph | 2010 | SIGMOD | 0.00015081844 |
| 825 | K-Core Decomposition of Large Networks on a Single PC | 2016 | VLDB | 0.00013779895 |
| 1,378 | Effective Community Search over Large Spatial Graphs | 2017 | VLDB | 0.00010971508 |
| 1,640 | Distance-generalized Core Decomposition | 2019 | SIGMOD | 0.00010153865 |
| 3,254 | Skyline Community Search in Multi-valued Networks | 2018 | SIGMOD | 7.5928992e-05 |
| 4,485 | OLAK: An Efficient Algorithm to Prevent Unraveling in Social Networks | 2017 | VLDB | 6.6715036e-05 |
| 4,667 | Efficient Cohesive Subgraphs Detection in Parallel | 2014 | SIGMOD | 6.5768564e-05 |
| 5,540 | Efficiently Computing k-Edge Connected Components via Graph Decomposition | 2013 | SIGMOD | 6.1809407e-05 |
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Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 7,771 | Triangular Stability Maximization by Influence Spread over Social Networks | 2023 | VLDB |
| 2 | 6,179 | Densely Connected User Community and Location Cluster Search in Location-Based Social Networks | 2020 | SIGMOD |
| 3 | 2,826 | Hierarchical Core Maintenance on Large Dynamic Graphs | 2021 | VLDB |
| 4 | 3,358 | An efficient reconciliation algorithm for social networks | 2014 | VLDB |
| 5 | 6,415 | Influence Maximization in Real-World Closed Social Networks | 2023 | VLDB |
| 6 | 6,465 | Fast Algorithms for Core Maximization on Large Graphs | 2022 | VLDB |
| 7 | 4,485 | OLAK: An Efficient Algorithm to Prevent Unraveling in Social Networks | 2017 | VLDB |
| 8 | 10,656 | A Local Search Approach to Efficient (k, p)-Core Maintenance | 2025 | SIGMOD |
| 9 | 4,008 | When Engagement Meets Similarity: Efficient (k,r)-Core Computation on Social Networks | 2017 | VLDB |
| 10 | 10,534 | Anchored Maximum Communities over Large Directed Graphs | 2026 | VLDB |