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MUST: An Effective and Scalable Framework for Multimodal Search of Target Modality
We investigate the problem of multimodal search of target modality, where the task involves enhancing a query in a specific target …
Mengzhao Wang
,
Xiangyu Ke
,
Xiaoliang Xu
,
Lu Chen
,
Yunjun Gao
,
Pinpin Huang
,
Runkai Zhu
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Dataset
Starling: An I/O-Efficient Disk-Resident Graph Index Framework for High-Dimensional Vector Similarity Search on Data Segment
High-dimensional vector similarity search (HVSS) is receiving a spotlight as a powerful tool for various data science and AI …
Mengzhao Wang
,
Weizhi Xu
,
Xiaomeng Yi
,
Songlin Wu
,
Zhangyang Peng
,
Xiangyu Ke
,
Yunjun Gao
,
Xiaoliang Xu
,
Rentong Guo
,
Charles Xie
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Dataset
An Efficient and Robust Framework for Approximate Nearest Neighbor Search with Attribute Constraint
This paper introduces an efficient and robust framework for hybrid query (HQ) processing, which combines approximate nearest neighbor …
Mengzhao Wang
,
Lingwei Lv
,
Xiaoliang Xu
,
Yuxiang Wang
,
Qiang Yue
,
Jiongkang Ni
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Poster
A Comprehensive Survey and Experimental Comparison of Graph-Based Approximate Nearest Neighbor Search
Approximate nearest neighbor search (ANNS) constitutes an important operation in a multitude of applications, including recommendation …
Mengzhao Wang
,
Xiaoliang Xu
,
Qiang Yue
,
Yuxiang Wang
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