2 papers
cs.DB2025
Compass: General Filtered Search across Vector and Structured Data
Chunxiao Ye, Xiao Yan, Eric Lo
The increasing prevalence of hybrid vector and relational data necessitates efficient, general support for queries that combine high-dimensional vector search with complex relation…
cs.DB2024
Biathlon: Harnessing Model Resilience for Accelerating ML Inference Pipelines
Chaokun Chang, Eric Lo, Chunxiao Ye
Machine learning inference pipelines commonly encountered in data science and industries often require real-time responsiveness due to their user-facing nature. However, meeting th…