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Elastic Index Selection for Label-Hybrid AKNN Search
Summary: Elastic index selection for label-hybrid AKNN: index a subset of label-sets and exploit containment—an index for L serves supersets L' with query cost bounded by an elastic factor. Formulate NP‑complete constrained optimization and give greedy space/efficiency‑constrained algorithms; index‑agnostic, achieves 10×–800× speedups.
(summarized by gpt-5-mini on Mar 13 2026)
- Paper ID
- 14345
- Venue
- VLDB
- Year
- 2026
- Pagerank
- 4.1945683e-05
- Overall Rank
- 10,303 | 28.33%
- DOI
-
10.14778/3785297.3785304
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| Rank |
Citing Paper |
Year |
Venue |
Pagerank |
Outgoing Citations (Sorted by Pagerank)
Showing 24 of 24 cited papers.
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| Rank |
Cited Paper |
Year |
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Pagerank |
| 6 |
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1990 |
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0.0016162015 |
| 11 |
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1996 |
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0.0011708144 |
| 34 |
Similarity Search in High Dimensions via Hashing |
1999 |
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0.00076637636 |
| 181 |
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2000 |
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0.00036992674 |
| 212 |
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2019 |
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| 495 |
Milvus: A Purpose-Built Vector Data Management System |
2021 |
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| 736 |
AnalyticDB-V: A Hybrid Analytical Engine Towards Query Fusion for Structured and Unstructured Data |
2020 |
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0.00017447617 |
| 770 |
A Comprehensive Survey and Experimental Comparison of Graph-Based Approximate Nearest Neighbor Search |
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| 1,269 |
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2016 |
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0.00012930432 |
| 1,683 |
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2018 |
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0.00010922679 |
| 2,023 |
Efficient Approximate Nearest Neighbor Search in Multi-dimensional Databases |
2023 |
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9.7544991e-05 |
| 2,181 |
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2020 |
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9.3451821e-05 |
| 2,324 |
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2024 |
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9.0326444e-05 |
| 2,523 |
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2024 |
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8.604576e-05 |
| 2,690 |
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8.293714e-05 |
| 2,725 |
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8.2294908e-05 |
| 2,811 |
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2023 |
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8.0806307e-05 |
| 3,225 |
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2020 |
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| 3,624 |
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6.9056e-05 |
| 4,551 |
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6.092287e-05 |
| 4,598 |
Practical and Asymptotically Optimal Quantization of High-Dimensional Vectors in Euclidean Space for Approximate Nearest Neighbor Search |
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2025 |
SIGMOD |
4.4981377e-05 |
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