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One Index for All: Towards Efficient Personalized PageRank Computation for Every Damping Factor
Summary: Introduces StackIndex: a single stack-style meta-index built via loop-erased α-random walks with a large ᾱ that can be efficiently transformed to answer SSPPR for any damping factor α without rebuilding. Provably O(ω n) time/space construction, supports dynamic updates and yields large empirical speedups.
(summarized by gpt-5-mini on Feb 11 2026)
- Paper ID
- 7334
- Venue
- SIGMOD
- Year
- 2026
- Pagerank
- 4.1905499e-05
- Overall Rank
- 10,028 | 30.31%
- DOI
-
10.1145/3749176
Incoming Non-self Citations Over Time
No non-self incoming citations found for this paper in this database.
Incoming Citations (Sorted by Pagerank)
Showing 0 of 0 citing papers.
| Rank |
Citing Paper |
Year |
Venue |
Pagerank |
Outgoing Citations (Sorted by Pagerank)
Showing 12 of 12 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank |
Cited Paper |
Year |
Venue |
Pagerank |
| 1,809 |
Computing Personalized PageRank Quickly by Exploiting Graph Structures |
2014 |
VLDB |
0.00010472588 |
| 2,110 |
HubPPR: Effective Indexing for Approximate Personalized PageRank |
2017 |
VLDB |
9.5280826e-05 |
| 2,189 |
BEAR: Block Elimination Approach for Random Walk with Restart on Large Graphs |
2015 |
SIGMOD |
9.3358152e-05 |
| 2,515 |
BePI: Fast and Memory-Efficient Method for Billion-Scale Random Walk with Restart |
2017 |
SIGMOD |
8.6115215e-05 |
| 2,522 |
Unifying the Global and Local Approaches: An Efficient Power Iteration with Forward Push |
2021 |
SIGMOD |
8.6029608e-05 |
| 2,566 |
Combating Web Spam with TrustRank |
2004 |
VLDB |
8.5304697e-05 |
| 2,745 |
Incremental and Accuracy-Aware Personalized PageRank through Scheduled Approximation |
2013 |
VLDB |
8.1831695e-05 |
| 3,600 |
Parallel Local Graph Clustering |
2016 |
VLDB |
6.9285467e-05 |
| 5,666 |
Personalized PageRank on Evolving Graphs with an Incremental Index-Update Scheme |
2023 |
SIGMOD |
5.3824583e-05 |
| 5,713 |
Efficient Estimation of Heat Kernel PageRank for Local Clustering |
2019 |
SIGMOD |
5.3595796e-05 |
| 7,081 |
Efficient Personalized PageRank Computation: A Spanning Forests Sampling Based Approach |
2022 |
SIGMOD |
4.833459e-05 |
| 9,330 |
Efficient Personalized PageRank Computation: The Power of Variance-Reduced Monte Carlo Approaches |
2023 |
SIGMOD |
4.351469e-05 |
Semantically Similar Papers
| Overall Rank |
Paper |
Year |
Venue |
Pagerank |
| 5,237 |
Edge-based Local Push for Personalized PageRank |
2022 |
VLDB |
5.6071758e-05 |
| 2,745 |
Incremental and Accuracy-Aware Personalized PageRank through Scheduled Approximation |
2013 |
VLDB |
8.1831695e-05 |
| 9,330 |
Efficient Personalized PageRank Computation: The Power of Variance-Reduced Monte Carlo Approaches |
2023 |
SIGMOD |
4.351469e-05 |
| 5,693 |
Parallel Personalized PageRank on Dynamic Graphs |
2018 |
VLDB |
5.3683002e-05 |
| 4,688 |
TopPPR: Top-k Personalized PageRank Queries with Precision Guarantees on Large Graphs |
2018 |
SIGMOD |
5.9900111e-05 |
| 1,809 |
Computing Personalized PageRank Quickly by Exploiting Graph Structures |
2014 |
VLDB |
0.00010472588 |
| 2,522 |
Unifying the Global and Local Approaches: An Efficient Power Iteration with Forward Push |
2021 |
SIGMOD |
8.6029608e-05 |
| 2,110 |
HubPPR: Effective Indexing for Approximate Personalized PageRank |
2017 |
VLDB |
9.5280826e-05 |
| 7,081 |
Efficient Personalized PageRank Computation: A Spanning Forests Sampling Based Approach |
2022 |
SIGMOD |
4.833459e-05 |
| 5,666 |
Personalized PageRank on Evolving Graphs with an Incremental Index-Update Scheme |
2023 |
SIGMOD |
5.3824583e-05 |