DESIRE: An Efficient Dynamic Cluster-based Forest Indexing for Similarity Search in Multi-Metric Spaces
Summary: DESIRE indexes multi-metric spaces via compact, high-quality center clusters and B+-trees over center–object distances. Dynamic updates and query filtering enable scalable similarity search across heterogeneous data and metrics, outperforming existing indexes. (summarized by gpt-5.6-luna on Jul 24 2026)
Incoming Non-self Citations Over Time
No non-self incoming citations found for this paper in this database.
Authors
- 1. Yifan Zhu (Zhejiang University)
- 2. Lu Chen (Zhejiang University)
- 3. Yunjun Gao (Zhejiang University)
- 4. Baihua Zheng (Singapore Management University)
- 5. Pengfei Wang (Zhejiang University)
BibTeX Citation
@article{zhu_vldb22,
title = {{DESIRE: An Efficient Dynamic Cluster-based Forest Indexing for Similarity Search in Multi-Metric Spaces}},
author = {Zhu, Yifan and Chen, Lu and Gao, Yunjun and Zheng, Baihua and Wang, Pengfei},
journal = {PVLDB},
series = {{VLDB} '22},
volume = {15},
number = {10},
pages = {2121--2133},
doi = {10.14778/3547305.3547317},
url = {https://doi.org/10.14778/3547305.3547317},
year = {2022}
}Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 7,474 | GTS: GPU-based Tree Index for Fast Similarity Search | 2024 | SIGMOD | 5.6093517e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 6 of 6 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 56 | M-tree: An Efficient Access Method for Similarity Search in Metric Spaces | 1997 | VLDB | 0.00040719947 |
| 592 | Distance-Based Indexing For High-Dimensional Metric Spaces | 1997 | SIGMOD | 0.00016029789 |
| 784 | Near Neighbor Search in Large Metric Spaces | 1995 | VLDB | 0.00014069958 |
| 2,427 | Processing a Large Number of Continuous Preference Top-k Queries | 2012 | SIGMOD | 8.5915976e-05 |
| 4,627 | Pivot-based Metric Indexing | 2017 | VLDB | 6.5963674e-05 |
| 5,846 | Continuously Adaptive Similarity Search | 2020 | SIGMOD | 6.0679671e-05 |
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