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Mengzhao Wang
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2020 – today
- 2024
- [j4]Mengzhao Wang
, Weizhi Xu
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): V2mod014:1-V2mod014:27 (2024) - [j3]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. Proc. VLDB Endow. 17(12): 4333-4336 (2024) - [c2]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: 4747-4759 - [i5]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 abs/2401.02116 (2024) - [i4]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 abs/2407.04217 (2024) - 2023
- [c1]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 - [i3]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 abs/2312.06397 (2023) - 2022
- [i2]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 abs/2203.13601 (2022) - 2021
- [j2]Xiaoliang Xu
Two-stage routing with optimized guided search and greedy algorithm on proximity graph. Knowl. Based Syst. 229: 107305 (2021) - [j1]Mengzhao Wang
A Comprehensive Survey and Experimental Comparison of Graph-Based Approximate Nearest Neighbor Search. Proc. VLDB Endow. 14(11): 1964-1978 (2021) - [i1]Mengzhao Wang, Xiaoliang Xu, Qiang Yue, Yuxiang Wang:
A Comprehensive Survey and Experimental Comparison of Graph-Based Approximate Nearest Neighbor Search. CoRR abs/2101.12631 (2021)
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