Two-stage routing with optimized guided search and greedy algorithm on proximity graph. - Xiaoliang Xu; Mengzhao Wang; Yuxiang Wang 001; Dingcheng Ma (Knowl. Based Syst., 2021)

A Comprehensive Survey and Experimental Comparison of Graph-Based Approximate Nearest Neighbor Search. - Mengzhao Wang; Xiaoliang Xu; Qiang Yue; Yuxiang Wang 001 (Proc. VLDB Endow., 2021)

Navigable Proximity Graph-Driven Native Hybrid Queries with Structured and Unstructured Constraints. - Mengzhao Wang; Lingwei Lv; Xiaoliang Xu; Yuxiang Wang 001; Qiang Yue; Jiongkang Ni (CoRR, 2022)

An Efficient and Robust Framework for Approximate Nearest Neighbor Search with Attribute Constraint. - Mengzhao Wang; Lingwei Lv; Xiaoliang Xu; Yuxiang Wang 001; Qiang Yue; Jiongkang Ni (NeurIPS, 2023)

MUST: An Effective and Scalable Framework for Multimodal Search of Target Modality. - Mengzhao Wang; Xiangyu Ke; Xiaoliang Xu; Lu Chen 001; Yunjun Gao; Pinpin Huang; Runkai Zhu (ICDE, 2024)

Dual-task Mutual Reinforcing Embedded Joint Video Paragraph Retrieval and Grounding. - Mengzhao Wang; Huafeng Li; Yafei Zhang; Jinxing Li; Minghong Xie; Dapeng Tao (CoRR, 2024)

Starling: An I/O-Efficient Disk-Resident Graph Index Framework for High-Dimensional Vector Similarity Search on Data Segment. - Mengzhao Wang; Weizhi Xu 003; Xiaomeng Yi; Songlin Wu; Zhangyang Peng; Xiangyu Ke; Yunjun Gao; Xiaoliang Xu; Rentong Guo; Charles Xie (Proc. ACM Manag. Data, 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 001 (Proc. VLDB Endow., 2024)

Phrase Decoupling Cross-Modal Hierarchical Matching and Progressive Position Correction for Visual Grounding. - Minghong Xie; Mengzhao Wang; Huafeng Li; Yafei Zhang; Dapeng Tao; Zhengtao Yu 001 (IEEE Trans. Multim., 2025)

Accelerating Graph Indexing for ANNS on Modern CPUs. - Mengzhao Wang; Haotian Wu; Xiangyu Ke; Yunjun Gao; Yifan Zhu 002; Wenchao Zhou (Proc. ACM Manag. Data, 2025)

Balancing the Blend: An Experimental Analysis of Trade-offs in Hybrid Search. - Mengzhao Wang; Boyu Tan; Yunjun Gao; Hai Jin 011; Yingfeng Zhang; Xiangyu Ke; Xiaoliang Xu; Yifan Zhu 002 (CoRR, 2025)