Mengzhao Wang

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 10

Top Topics

Approximate Nearest Neighbor Search

Greedy Algorithm

Similarity Search

Proximity Graph

Top Venues

Proc. ACM Manag. Data

Proc. VLDB Endow.

Publications

Mengzhao Wang, Weizhi Xu, Xiaomeng Yi, Songlin Wu, Zhangyang Peng, Xiangyu Ke, Yunjun Gao, Xiaoliang Xu, Rentong Guo, Charles Xie
Starling: An I/O-Efficient Disk-Resident Graph Index Framework for High-Dimensional Vector Similarity Search on Data Segment. CoRR (2024)
Mengzhao Wang, Xiangyu Ke, Xiaoliang Xu, Lu Chen, Yunjun Gao, Pinpin Huang, Runkai Zhu
MUST: An Effective and Scalable Framework for Multimodal Search of Target Modality. ICDE (2024)
Mengzhao Wang, Haotian Wu, Xiangyu Ke, Yunjun Gao, Xiaoliang Xu, Lu Chen
An Interactive Multi-modal Query Answering System with Retrieval-Augmented Large Language Models. CoRR (2024)
Mengzhao Wang, Weizhi Xu, Xiaomeng Yi, Songlin Wu, Zhangyang Peng, Xiangyu Ke, Yunjun Gao, Xiaoliang Xu, Rentong Guo, Charles Xie
Starling: An I/O-Efficient Disk-Resident Graph Index Framework for High-Dimensional Vector Similarity Search on Data Segment. Proc. ACM Manag. Data 2 (1) (2024)
Mengzhao Wang, Lingwei Lv, Xiaoliang Xu, Yuxiang Wang, Qiang Yue, Jiongkang Ni
An Efficient and Robust Framework for Approximate Nearest Neighbor Search with Attribute Constraint. NeurIPS (2023)
Mengzhao Wang, Xiangyu Ke, Xiaoliang Xu, Lu Chen, Yunjun Gao, Pinpin Huang, Runkai Zhu
MUST: An Effective and Scalable Framework for Multimodal Search of Target Modality. CoRR (2023)
Mengzhao Wang, Lingwei Lv, Xiaoliang Xu, Yuxiang Wang, Qiang Yue, Jiongkang Ni
Navigable Proximity Graph-Driven Native Hybrid Queries with Structured and Unstructured Constraints. CoRR (2022)
Mengzhao Wang, Xiaoliang Xu, Qiang Yue, Yuxiang Wang
A Comprehensive Survey and Experimental Comparison of Graph-Based Approximate Nearest Neighbor Search. CoRR (2021)
Xiaoliang Xu, Mengzhao Wang, Yuxiang Wang, Dingcheng Ma
Two-stage routing with optimized guided search and greedy algorithm on proximity graph. Knowl. Based Syst. 229 (2021)
Mengzhao Wang, Xiaoliang Xu, Qiang Yue, Yuxiang Wang
A Comprehensive Survey and Experimental Comparison of Graph-Based Approximate Nearest Neighbor Search. Proc. VLDB Endow. 14 (11) (2021)