Publications

Mengzhao Wang, Haotian Wu, Xiangyu Ke, Yunjun Gao, Yifan Zhu, Wenchao Zhou (2025). Accelerating Graph Indexing for ANNS on Modern CPUs. In SIGMOD 2025.

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Mengzhao Wang, Haotian Wu, Xiangyu Ke, Yunjun Gao, Xiaoliang Xu, Lu Chen (2024). An Interactive Multi-modal Query Answering System with Retrieval-Augmented Large Language Models. In VLDB 2024 (Demo).

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

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

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

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

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

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Xiaoliang Xu, Mengzhao Wang, Yuxiang Wang, Dingcheng Ma (2021). Two-Stage Routing with Optimized Guided Search and Greedy Algorithm on Proximity Graph. In KBS 2021.

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