16 citations · 35 across the 10 of their papers we have counts for
Showing cs.IRShow all
3 papers · 1 filter
cs.IR2023★ 1 cited
Routing-Guided Learned Product Quantization for Graph-Based Approximate Nearest Neighbor Search
Qiang Yue, Xiaoliang Xu, Yuxiang Wang +2
Given a vector dataset , a query vector , graph-based Approximate Nearest Neighbor Search (ANNS) aims to build a proximity graph (PG) as an index of $\mathc…
cs.IR2023
DiskANN++: Efficient Page-based Search over Isomorphic Mapped Graph Index using Query-sensitivity Entry Vertex
Jiongkang Ni, Xiaoliang Xu, Yuxiang Wang +4
Given a vector dataset and a query vector , graph-based Approximate Nearest Neighbor Search (ANNS) aims to build a graph index and approximately return…
cs.IR2021★ 10 cited
A Comprehensive Survey and Experimental Comparison of Graph-Based Approximate Nearest Neighbor Search
Mengzhao Wang, Xiaoliang Xu, Qiang Yue +1
Approximate nearest neighbor search (ANNS) constitutes an important operation in a multitude of applications, including recommendation systems, information retrieval, and pattern r…