Efficient Index Layout and Search Strategy for Large-scale High-dimensional Vector Similarity Search

Authors

• 1. Weijian Chen (Southern University of Science and Technology)
• 2. Haotian Liu (AlayaDB AI)
• 3. Yangshen Deng (University of Edinburgh)
• 4. Long Xiang (AlayaDB AI)
• 5. Liang Huang (Southern University of Science and Technology)
• 6. Bo Tang (Southern University of Science and Technology)

@inproceedings{chen_sigmod26,
        title = {{Efficient Index Layout and Search Strategy for Large-scale High-dimensional Vector Similarity Search}},
        author = {Chen, Weijian and Liu, Haotian and Deng, Yangshen and Xiang, Long and Huang, Liang and Tang, Bo},
        series = {{SIGMOD} '26},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3802045},
        url = {https://dl.acm.org/doi/10.1145/3802045},
        year = {2026}
}

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