16 citations · 21 across the 4 of their papers we have counts for
4 papers
CHASE: A Native Relational Database for Hybrid Queries on Structured and Unstructured Data
Rui Ma, Kai Zhang, Zhenying He +3
Querying both structured and unstructured data has become a new paradigm in data analytics and recommendation. With unstructured data, such as text and videos, are converted to hig…
RTCUDB: Building Databases with RT Processors
Xuri Shi, Kai Zhang, X. Sean Wang +2
A spectrum of new hardware has been studied to accelerate database systems in the past decade. Specifically, CUDA cores are known to benefit from the fast development of GPUs and m…
RoarGraph: A Projected Bipartite Graph for Efficient Cross-Modal Approximate Nearest Neighbor Search
Meng Chen, Kai Zhang, Zhenying He +2
Approximate Nearest Neighbor Search (ANNS) is a fundamental and critical component in many applications, including recommendation systems and large language model-based application…
PURPLE: Making a Large Language Model a Better SQL Writer
Tonghui Ren, Yuankai Fan, Zhenying He +7
Large Language Model (LLM) techniques play an increasingly important role in Natural Language to SQL (NL2SQL) translation. LLMs trained by extensive corpora have strong natural lan…