Mengzhao Wang

According to our database, Mengzhao Wang authored at least 10 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

VikingMem: A Memory Base Management System for Stateful LLM-based Applications.

Jiajie Fu, Junwen Chen, Mengzhao Wang, Aoxiang He, Maojia Sheng, Xiangyu Ke, Yifan Zhu, Yunjun Gao

CoRR, May, 2026

2025

Balancing the Blend: An Experimental Analysis of Trade-offs in Hybrid Search.

Mengzhao Wang, Boyu Tan, Yunjun Gao, Hai Jin, Yingfeng Zhang, Xiangyu Ke, Xiaoliang Xu, Yifan Zhu

CoRR, August, 2025

Accelerating Graph Indexing for ANNS on Modern CPUs.

Mengzhao Wang, Haotian Wu, Xiangyu Ke, Yunjun Gao, Yifan Zhu, Wenchao Zhou

Proc. ACM Manag. Data, June, 2025

2024

An Interactive Multi-modal Query Answering System with Retrieval-Augmented Large Language Models.

Mengzhao Wang, Haotian Wu, Xiangyu Ke, Yunjun Gao, Xiaoliang Xu, Lu Chen

Proc. VLDB Endow., August, 2024

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, Songlin Wu, Zhangyang Peng, Xiangyu Ke, Yunjun Gao, Xiaoliang Xu, Rentong Guo, Charles Xie

Proc. ACM Manag. Data, February, 2024

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

Mengzhao Wang, Xiangyu Ke, Xiaoliang Xu, Lu Chen, Yunjun Gao, Pinpin Huang, Runkai Zhu

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

2023

An Efficient and Robust Framework for Approximate Nearest Neighbor Search with Attribute Constraint.

Mengzhao Wang, Lingwei Lv, Xiaoliang Xu, Yuxiang Wang, Qiang Yue, Jiongkang Ni

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

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

Mengzhao Wang, Lingwei Lv, Xiaoliang Xu, Yuxiang Wang, Qiang Yue, Jiongkang Ni

CoRR, 2022

2021

A Comprehensive Survey and Experimental Comparison of Graph-Based Approximate Nearest Neighbor Search.

Mengzhao Wang, Xiaoliang Xu, Qiang Yue, Yuxiang Wang

Proc. VLDB Endow., 2021

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

Xiaoliang Xu, Mengzhao Wang, Yuxiang Wang, Dingcheng Ma

Knowl. Based Syst., 2021