DiskANN++: Efficient Page-based Search over Isomorphic Mapped Graph Index using Query-sensitivity Entry Vertex

no code implementations • 30 Sep 2023 • Jiongkang Ni, Xiaoliang Xu, Yuxiang Wang, Can Li, Jiajie Yao, Shihai Xiao, Xuecang Zhang

The main drawback of graph-based ANNS is that a graph index would be too large to fit into the memory especially for a large-scale $\mathcal{X}$.

Quantization

Navigable Proximity Graph-Driven Native Hybrid Queries with Structured and Unstructured Constraints

no code implementations • 25 Mar 2022 • Mengzhao Wang, Lingwei Lv, Xiaoliang Xu, Yuxiang Wang, Qiang Yue, Jiongkang Ni

We easily deploy existing various PGs on this framework to process hybrid queries efficiently.

Attribute Information Retrieval +2