Mengzhao Wang

Starling: An I/O-Efficient Disk-Resident Graph Index Framework for High-Dimensional Vector Similarity Search on Data Segment

Mengzhao Wang, Weizhi Xu, Xiaomeng Yi et al. · Proceedings of the ACM on Management of Data · 2024 · 36 citations · Full text

Cluster Computing, Engineering, Big Data Indexing +26

A comprehensive survey and experimental comparison of graph-based approximate nearest neighbor search

Mengzhao Wang, Xiaoliang Xu, Qiang Yue et al. · Proceedings of the VLDB Endowment · 2021 · 14 citations · Full text

Engineering, Machine Learning, Graph Database +22

Two-stage routing with optimized guided search and greedy algorithm on proximity graph

Xiaoliang Xu, Mengzhao Wang, Yuxiang Wang et al. · Knowledge-Based Systems · 2021 · 13 citations

Network Routing Algorithm, Engineering, Graph Theory +10

MUST: An Effective and Scalable Framework for Multimodal Search of Target Modality

Mengzhao Wang, Xiangyu Ke, Xiaoliang Xu et al. · 2024 · 10 citations