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Personalized PageRank on Evolving Graphs with an Incremental Index-Update Scheme
Summary: Incremental PPR index-update for evolving graphs; fuses forward-push with a random-walk index for fast SSPPR. Achieves O(1) update time with compact structures; a sampling scheme removes vertex data while preserving updates and query quality.
(summarized by gpt-5-nano on Feb 09 2026)
- Paper ID
- 6528
- Venue
- SIGMOD
- Year
- 2023
- Pagerank
- 5.387631e-05
- Overall Rank
- 5,655 | 60.67%
- DOI
-
10.1145/3588705
Incoming Non-self Citations Over Time
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| 8,610 |
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2024 |
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4.4853485e-05 |
| 9,642 |
Efficient Index Maintenance for Effective Resistance Computation on Evolving Graphs |
2025 |
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4.3109001e-05 |
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ACGraph: An Efficient Asynchronous Out-of-Core Graph Processing Framework |
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LEGO-GraphRAG: Modularizing Graph-based Retrieval-Augmented Generation for Design Space Exploration |
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Approximate Anchored Densest Subgraph Search on Large Static and Dynamic Graphs |
2025 |
VLDB |
4.1945683e-05 |
| 10,958 |
Efficient Approximation of Kemeny’s Constant for Large Graphs |
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4.1945683e-05 |
| 11,027 |
BIRD: Efficient Approximation of Bidirectional Hidden Personalized PageRank |
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VLDB |
4.1945683e-05 |
| 11,217 |
Efficient Approximation Framework for Attribute Recommendation |
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Outgoing Citations (Sorted by Pagerank)
Showing 17 of 17 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank |
Cited Paper |
Year |
Venue |
Pagerank |
| 486 |
Fast Incremental and Personalized PageRank |
2011 |
VLDB |
0.00022068545 |
| 1,474 |
Homogeneous Network Embedding for Massive Graphs via Reweighted Personalized PageRank |
2020 |
VLDB |
0.00011825229 |
| 1,821 |
Computing Personalized PageRank Quickly by Exploiting Graph Structures |
2014 |
VLDB |
0.00010423565 |
| 2,098 |
Efficient Ad-hoc Search for Personalized PageRank |
2013 |
SIGMOD |
9.5480012e-05 |
| 2,210 |
BEAR: Block Elimination Approach for Random Walk with Restart on Large Graphs |
2015 |
SIGMOD |
9.2856573e-05 |
| 2,242 |
HubPPR: Effective Indexing for Approximate Personalized PageRank |
2017 |
VLDB |
9.218875e-05 |
| 2,537 |
BePI: Fast and Memory-Efficient Method for Billion-Scale Random Walk with Restart |
2017 |
SIGMOD |
8.5834428e-05 |
| 2,780 |
Incremental and Accuracy-Aware Personalized PageRank through Scheduled Approximation |
2013 |
VLDB |
8.1317773e-05 |
| 2,827 |
Unifying the Global and Local Approaches: An Efficient Power Iteration with Forward Push |
2021 |
SIGMOD |
8.0551884e-05 |
| 3,872 |
Distributed Algorithms on Exact Personalized PageRank |
2017 |
SIGMOD |
6.6785582e-05 |
| 4,562 |
Massively Parallel Algorithms for Personalized PageRank |
2021 |
VLDB |
6.0846728e-05 |
| 4,671 |
Realtime Top-k Personalized PageRank over Large Graphs on GPUs |
2020 |
VLDB |
6.0085645e-05 |
| 4,733 |
TopPPR: Top-k Personalized PageRank Queries with Precision Guarantees on Large Graphs |
2018 |
SIGMOD |
5.9631943e-05 |
| 5,147 |
Efficient Tree-SVD for Subset Node Embedding over Large Dynamic Graphs |
2023 |
SIGMOD |
5.6643767e-05 |
| 5,226 |
Link Spam Detection Based on Mass Estimation |
2006 |
VLDB |
5.6187905e-05 |
| 5,680 |
Parallel Personalized PageRank on Dynamic Graphs |
2018 |
VLDB |
5.3734643e-05 |
| 6,309 |
Efficient Algorithms for Finding Approximate Heavy Hitters in Personalized PageRanks |
2018 |
SIGMOD |
5.1167347e-05 |
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