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 |
|---|---|---|---|---|
| 6,823 | An Experimental Evaluation of SimRank-based Similarity Search Algorithms | 2017 | VLDB | 4.9098643e-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 |
|---|---|---|---|---|
| 753 | Accuracy Estimate and Optimization Techniques for SimRank Computation | 2008 | VLDB | 0.00017113124 |
| 2,118 | Efficient SimRank-based Similarity Join Over Large Graphs | 2013 | VLDB | 9.5036922e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,896 | More is Simpler: Effectively and Efficiently Assessing Node-Pair Similarities Based on Hyperlinks | 2014 | VLDB | 0.00010173473 |
| 2,875 | Efficient Partial-Pairs SimRank Search on Large Networks | 2015 | VLDB | 7.9744337e-05 |
| 4,992 | On Link-based Similarity Join | 2011 | VLDB | 5.7750116e-05 |
| 1,542 | Scalable Similarity Search for SimRank | 2014 | SIGMOD | 0.00011447877 |
| 4,888 | READS: A Random Walk Approach for Efficient and Accurate Dynamic SimRank | 2017 | VLDB | 5.8494448e-05 |
| 6,823 | An Experimental Evaluation of SimRank-based Similarity Search Algorithms | 2017 | VLDB | 4.9098643e-05 |
| 4,760 | An Efficient Similarity Search Framework for SimRank over Large Dynamic Graphs | 2015 | VLDB | 5.9342555e-05 |
| 2,118 | Efficient SimRank-based Similarity Join Over Large Graphs | 2013 | VLDB | 9.5036922e-05 |
| 9,326 | Efficient and Accurate SimRank-based Similarity Joins: Experiments, Analysis, and Improvement | 2024 | VLDB | 4.351469e-05 |
| 4,953 | Efficient Top-K SimRank-based Similarity Join | 2015 | VLDB | 5.8060034e-05 |