Search Results for author: Xianzhi Zeng

Found 2 papers, 0 papers with code

CANDY: A Benchmark for Continuous Approximate Nearest Neighbor Search with Dynamic Data Ingestion

no code implementations28 Jun 2024 Xianzhi Zeng, Zhuoyan Wu, Xinjing Hu, Xuanhua Shi, Shixuan Sun, Shuhao Zhang

Although numerous AKNN algorithms and benchmarks have been developed recently to evaluate their effectiveness, the dynamic nature of real-world data presents significant challenges that existing benchmarks fail to address.

Information Retrieval Retrieval

Harnessing Scalable Transactional Stream Processing for Managing Large Language Models [Vision]

no code implementations17 Jul 2023 Shuhao Zhang, Xianzhi Zeng, Yuhao Wu, Zhonghao Yang

Large Language Models (LLMs) have demonstrated extraordinary performance across a broad array of applications, from traditional language processing tasks to interpreting structured sequences like time-series data.

Decision Making Management +1

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