Proximity Rank Join
Summary: Proximity rank join: relations with scores and feature vectors; return top-K combos closest to a target and to each other. A tight bound guarantees instance-optimal I/O and drives adaptive pulling; experiments show gains vs HRJN-based methods. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
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Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,474 | Top-k Bounded Diversification | 2012 | SIGMOD | 8.6956353e-05 |
| 12,190 | Search Computing: Multi-domain Search on Ranked Data | 2011 | SIGMOD | 4.1905499e-05 |
| 12,199 | Efficient Rank Join with Aggregation Constraints | 2011 | VLDB | 4.1905499e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 7 of 7 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 8 | Optimal Aggregation Algorithms for Middleware [Extended Abstract] | 2001 | PODS | 0.0015436578 |
| 673 | Supporting Top-k Join Queries in Relational Databases | 2003 | VLDB | 0.00018325667 |
| 1,535 | Efficient Search for the Top-k Probable Nearest Neighbors in Uncertain Databases | 2008 | VLDB | 0.00011461371 |
| 1,605 | Incremental Distance Join Algorithms for Spatial Databases | 1998 | SIGMOD | 0.00011180126 |
| 2,965 | Evaluating Rank Joins with Optimal Cost | 2008 | PODS | 7.8049517e-05 |
| 5,379 | Robust and Efficient Algorithms for Rank Join Evaluation | 2009 | SIGMOD | 5.5375923e-05 |
| 6,826 | Depth Estimation for Ranking Query Optimization | 2007 | VLDB | 4.9090969e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,831 | Output-optimal Parallel Algorithms for Similarity Joins | 2017 | PODS | 6.7146681e-05 |
| 8,899 | Fast Approximate Similarity Join in Vector Databases | 2025 | SIGMOD | 4.4229886e-05 |
| 8,065 | Efficient Computation of Quantiles over Joins | 2023 | PODS | 4.5899218e-05 |
| 551 | Supporting Incremental Join Queries on Ranked Inputs | 2001 | VLDB | 0.00020310856 |
| 5,845 | Optimal Join Algorithms Meet Top-k | 2020 | SIGMOD | 5.3057391e-05 |
| 7,660 | Processing Top-k Join Queries | 2010 | VLDB | 4.6814547e-05 |
| 2,249 | Rank-aware Query Optimization | 2004 | SIGMOD | 9.1956569e-05 |
| 12,199 | Efficient Rank Join with Aggregation Constraints | 2011 | VLDB | 4.1905499e-05 |
| 5,379 | Robust and Efficient Algorithms for Rank Join Evaluation | 2009 | SIGMOD | 5.5375923e-05 |
| 2,965 | Evaluating Rank Joins with Optimal Cost | 2008 | PODS | 7.8049517e-05 |