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TaCo: Data-adaptive and Query-aware Subspace Collision for High-dimensional Approximate Nearest Neighbor Search

Summary: TaCo makes subspace collision data-adaptive via entropy-balanced transformations and query-aware through dynamically allocated probing. It delivers up to 8× faster indexing, 0.6× memory use, and 1.5× higher query throughput. (summarized by gpt-5.6-luna on Jul 26 2026)

Paper ID
h170314f1d20b9c63
Venue
SIGMOD
Year
2026
Pagerank
4.9605343e-05
Overall Rank
10,586 | 29.05%
DOI
10.1145/3802118
PDF
Download (CC BY 4.0)

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Authors

BibTeX Citation

@inproceedings{wei_sigmod26,
        title = {{TaCo: Data-adaptive and Query-aware Subspace Collision for High-dimensional Approximate Nearest Neighbor Search}},
        author = {Wei, Jiuqi and Liao, Zhenyu and Han, Ruoyu and Xu, Quanqing and Yang, Chuanhui and Palpanas, Themis},
        series = {{SIGMOD} '26},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3802118},
        url = {https://dl.acm.org/doi/10.1145/3802118},
        year = {2026}
}

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Outgoing Citations (Sorted by Pagerank)

Showing 33 of 33 cited papers.

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

Rank Cited Paper Year Venue Pagerank
75 Fast Approximate Nearest Neighbor Search With The Navigating Spreading-out Graph 2019 VLDB 0.00037163157
181 Milvus: A Purpose-Built Vector Data Management System 2021 SIGMOD 0.00026425782
325 AnalyticDB-V: A Hybrid Analytical Engine Towards Query Fusion for Structured and Unstructured Data 2020 VLDB 0.00020930941
335 A Comprehensive Survey and Experimental Comparison of Graph-Based Approximate Nearest Neighbor Search 2021 VLDB 0.0002067515
802 RaBitQ: Quantizing High-Dimensional Vectors with a Theoretical Error Bound for Approximate Nearest Neighbor Search 2024 SIGMOD 0.00013822222
1,229 ACORN: Performant and Predicate-Agnostic Search Over Vector Embeddings and Structured Data 2024 SIGMOD 0.00011420277
1,371 High-Throughput Vector Similarity Search in Knowledge Graphs 2023 SIGMOD 0.00010874981
1,460 PM-LSH: A Fast and Accurate LSH Framework for High-Dimensional Approximate NN Search 2020 VLDB 0.00010558941
1,610 Starling: An I/O-Efficient Disk-Resident Graph Index Framework for High-Dimensional Vector Similarity Search on Data Segment 2024 SIGMOD 0.00010066881
1,618 Towards Efficient Index Construction and Approximate Nearest Neighbor Search in High-Dimensional Spaces 2023 VLDB 0.00010045437
1,968 SeRF: Segment Graph for Range-Filtering Approximate Nearest Neighbor Search 2024 SIGMOD 9.2810141e-05
2,129 What is the nearest neighbor in high dimensional spaces? 2000 VLDB 8.9877592e-05
2,268 ELPIS: Graph-Based Similarity Search for Scalable Data Science 2023 VLDB 8.7144632e-05
2,728 iRangeGraph: Improvising Range-dedicated Graphs for Range-filtering Nearest Neighbor Search 2024 SIGMOD 8.0686023e-05
2,733 Return of the Lernaean Hydra: Experimental Evaluation of Data Series Approximate Similarity Search 2020 VLDB 8.0653682e-05
2,791 Navigating Labels and Vectors: A Unified Approach to Filtered Approximate Nearest Neighbor Search 2024 SIGMOD 7.9939669e-05
2,824 OceanBase: A 707 Million tpmC Distributed Relational Database System 2022 VLDB 7.9511637e-05
2,836 Practical and Asymptotically Optimal Quantization of High-Dimensional Vectors in Euclidean Space for Approximate Nearest Neighbor Search 2025 SIGMOD 7.9410774e-05
2,879 The Lernaean Hydra of Data Series Similarity Search: An Experimental Evaluation of the State of the Art 2019 VLDB 7.8951769e-05
2,885 Graph-Based Vector Search: An Experimental Evaluation of the State-of-the-Art 2025 SIGMOD 7.8929868e-05
2,968 Locality-Sensitive Hashing Scheme based on Longest Circular Co-Substring 2020 SIGMOD 7.7879589e-05
3,389 SymphonyQG: Towards Symphonious Integration of Quantization and Graph for Approximate Nearest Neighbor Search 2025 SIGMOD 7.329962e-05
3,972 PQCache: Product Quantization-based KVCache for Long Context LLM Inference 2025 SIGMOD 6.8744954e-05
4,157 Steiner-Hardness: A Query Hardness Measure for Graph-Based ANN Indexes 2024 VLDB 6.7596305e-05
4,693 Coconut: A Scalable Bottom-Up Approach for Building Data Series Indexes 2018 VLDB 6.4490657e-05
4,703 Learned Cardinality Estimation for Similarity Queries 2021 SIGMOD 6.4458272e-05
5,903 MIRAGE-ANNS: Mixed Approach Graph-based Indexing for Approximate Nearest Neighbor Search 2025 SIGMOD 5.9357915e-05
6,621 Dumpy: A Compact and Adaptive Index for Large Data Series Collections 2023 SIGMOD 5.7145251e-05
7,286 Subspace Collision: An Efficient and Accurate Framework for High-dimensional Approximate Nearest Neighbor Search 2025 SIGMOD 5.5493084e-05
9,168 DARTH: Declarative Recall Through Early Termination for Approximate Nearest Neighbor Search 2026 SIGMOD 5.2026953e-05
9,562 SAQ: Pushing the Limits of Vector Quantization through Code Adjustment and Dimension Segmentation 2026 SIGMOD 5.1465543e-05
9,596 LeaFi: Data Series Indexes on Steroids with Learned Filters 2025 SIGMOD 5.1376962e-05
10,117 Accelerating Approximate Nearest Neighbor Search in Hierarchical Graphs: Efficient Level Navigation with Shortcuts 2025 VLDB 5.0638787e-05
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