Efficient Top-K SimRank-based Similarity Join
Summary: First attempt at top-k SimRank-based similarity join. Random-walk-based method to efficiently identify top-k pairs, with strong experimental gains over baselines on real graphs. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Wenbo Tao
Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 6,789 | An Experimental Evaluation of SimRank-based Similarity Search Algorithms | 2017 | VLDB | 4.9251746e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 2 of 2 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 756 | Accuracy Estimate and Optimization Techniques for SimRank Computation | 2008 | VLDB | 0.00017088023 |
| 2,117 | Efficient SimRank-based Similarity Join Over Large Graphs | 2013 | VLDB | 9.5155578e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,903 | More is Simpler: Effectively and Efficiently Assessing Node-Pair Similarities Based on Hyperlinks | 2014 | VLDB | 0.00010155777 |
| 2,885 | Efficient Partial-Pairs SimRank Search on Large Networks | 2015 | VLDB | 7.9613842e-05 |
| 4,995 | On Link-based Similarity Join | 2011 | VLDB | 5.7787414e-05 |
| 1,539 | Scalable Similarity Search for SimRank | 2014 | SIGMOD | 0.00011460415 |
| 4,922 | READS: A Random Walk Approach for Efficient and Accurate Dynamic SimRank | 2017 | VLDB | 5.8233726e-05 |
| 6,789 | An Experimental Evaluation of SimRank-based Similarity Search Algorithms | 2017 | VLDB | 4.9251746e-05 |
| 4,791 | An Efficient Similarity Search Framework for SimRank over Large Dynamic Graphs | 2015 | VLDB | 5.9188595e-05 |
| 2,117 | Efficient SimRank-based Similarity Join Over Large Graphs | 2013 | VLDB | 9.5155578e-05 |
| 9,321 | Efficient and Accurate SimRank-based Similarity Joins: Experiments, Analysis, and Improvement | 2024 | VLDB | 4.3556432e-05 |
| 4,976 | Efficient Top-K SimRank-based Similarity Join | 2015 | VLDB | 5.7882361e-05 |