Aug 2026
MSG: a unified multi-space graph index for efficient high-dimensional multi-vector search
Meng-Zhao Wang, Xiangyu Ke, Yi-Fan Zhu et al.
· Science China Information Sc... · 0 citations
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Aug 2026
OneDB: A Distributed Multi-Metric Data Similarity Search System
OneDB is presented, a distributed framework for multi-metric similarity search that integrates data management with learning-based techniques and captures user intent effectively, achieving 12.63%--30.75% higher accuracy and 2.75× faster retrieval speeds compared to state-of-the-art vector search systems.
Tang Qian, Yi-Fan Zhu, Lu Chen et al.
· Proceedings of the 32nd ACM... · 0 citations
Jul 2026
Common-Neighbor-Count-Based Representative Possible World Finding on Uncertain Graphs
A two-stage basic algorithm that quickly initializes a possible world and then refines it iteratively, and it is proved that the problem seeks the possible world that best preserves the expected numbers of common neighbors between node pair, and it is proved that is NP-hard.
Chengjie Gu, Xiaoliang Xu, Yuxiang Wang et al.
· arXiv.org · 0 citations