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Similarity search in the blink of an eye with compressed indices

Summary: LVQ—per-vector scaling plus scalar quantization—for graph-based indices, cuts memory and effective bandwidth with negligible accuracy loss to accelerate similarity computations. With a new high-performance graph engine, LVQ is SOTA on billion-scale search: up to 20.7× throughput with ~3× lower memory, and 5.8× with 1.4× memory savings. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID
13365
Venue
VLDB
Year
2023
Pagerank
8.4741476e-05
Overall Rank
2,519 | 82.72%
DOI
10.14778/3611479.3611537

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{aguerrebere_vldb23,
        title = {{Similarity search in the blink of an eye with compressed indices}},
        author = {Aguerrebere, Cecilia and Bhati, Ishwar Singh and Hildebrand, Mark and Tepper, Mariano and Willke, Theodore},
        journal = {PVLDB},
        series = {{VLDB} '23},
        volume = {16},
        number = {11},
        pages = {3433--3446},
        doi = {10.14778/3611479.3611537},
        url = {https://doi.org/10.14778/3611479.3611537},
        year = {2023}
}

Incoming Citations (Sorted by Pagerank)

Showing 23 of 23 citing papers.

Rank Citing Paper Year Venue Pagerank
1,357 RaBitQ: Quantizing High-Dimensional Vectors with a Theoretical Error Bound for Approximate Nearest Neighbor Search 2024 SIGMOD 0.00011043994
3,108 Practical and Asymptotically Optimal Quantization of High-Dimensional Vectors in Euclidean Space for Approximate Nearest Neighbor Search 2025 SIGMOD 7.7499741e-05
3,799 SymphonyQG: Towards Symphonious Integration of Quantization and Graph for Approximate Nearest Neighbor Search 2025 SIGMOD 7.114484e-05
7,124 GTI: Graph-based Tree Index with Logarithm Updates for Nearest Neighbor Search in High-Dimensional Spaces 2025 VLDB 5.6961208e-05
7,166 Accelerating Graph Indexing for ANNS on Modern CPUs 2025 SIGMOD 5.6846045e-05
7,259 Efficient Dynamic Indexing for Range Filtered Approximate Nearest Neighbor Search 2025 SIGMOD 5.6613405e-05
7,720 PDX: A Data Layout for Vector Similarity Search 2025 SIGMOD 5.559007e-05
9,889 SAQ: Pushing the Limits of Vector Quantization through Code Adjustment and Dimension Segmentation 2026 SIGMOD 5.1997534e-05
9,918 HAKES: Scalable Vector Database for Embedding Search Service 2025 VLDB 5.1955087e-05
10,035 CoTra: Towards Efficient and Scalable Distributed Vector Search with RDMA 2026 SIGMOD 5.173224e-05
10,227 Efficient Index Layout and Search Strategy for Large-scale High-dimensional Vector Similarity Search 2026 SIGMOD 5.093636e-05
10,251 GPS: Revisiting the Data Layout for Disk-based High-Dimensional Vector Search 2026 SIGMOD 5.093636e-05
10,299 Through the Lens of Hubness: A Revisit on Graph-Based Approximate Nearest Neighbor Search: [Experiments & Analysis] 2026 SIGMOD 5.093636e-05
10,336 Accelerating High-Dimensional ANN Search via Skipping Redundant Distance Computations 2026 SIGMOD 5.093636e-05
10,359 DiskJoin: Large-scale Vector Similarity Join with SSD 2026 SIGMOD 5.093636e-05
10,377 High-Throughput, Cost-Effective Billion-Scale Vector Search with a Single GPU 2026 SIGMOD 5.093636e-05
10,412 TRIM: Accelerating High-Dimensional Vector Similarity Search with Enhanced Triangle-Inequality-Based Pruning 2026 SIGMOD 5.093636e-05
10,454 Fast-Convergent Proximity Graphs for Approximate Nearest Neighbor Search 2026 SIGMOD 5.093636e-05
10,490 RAIRS: Optimizing Redundant Assignment and List Layout for IVF-Based ANN Search 2026 SIGMOD 5.093636e-05
10,493 Reveal Hidden Pitfalls and Navigate Next Generation of Vector Similarity Search from Task-Centric Views: [Experiments & Analysis] 2026 SIGMOD 5.093636e-05
10,525 Quantization Meets Projection: A Happy Marriage for Approximate k-Nearest Neighbor Search 2026 VLDB 5.093636e-05
10,548 JHQ: Johnson-Lindenstrauss Enhanced Hierarchical Quantization for High-Dimensional Approximate Nearest Neighbor Search 2026 VLDB 5.093636e-05
10,563 Balancing the Blend: An Experimental Analysis of Trade-offs in Hybrid Search 2026 VLDB 5.093636e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 4 of 4 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
93 Fast Approximate Nearest Neighbor Search With The Navigating Spreading-out Graph 2019 VLDB 0.00034701237
398 A Comprehensive Survey and Experimental Comparison of Graph-Based Approximate Nearest Neighbor Search 2021 VLDB 0.00019194947
805 Cache locality is not enough: High-Performance Nearest Neighbor Search with Product Quantization Fast Scan 2016 VLDB 0.00013891999
2,572 DeltaPQ: Lossless Product Quantization Code Compression for High Dimensional Similarity Search 2020 VLDB 8.4027322e-05
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