2 papers
cs.IR2025
Scalable Overload-Aware Graph-Based Index Construction for 10-Billion-Scale Vector Similarity Search
Yang Shi, Yiping Sun, Jiaolong Du +3
Approximate Nearest Neighbor Search (ANNS) is essential for modern data-driven applications that require efficient retrieval of top-k results from massive vector databases. Althoug…
cs.IR2024
A Real-Time Adaptive Multi-Stream GPU System for Online Approximate Nearest Neighborhood Search
Yiping Sun, Yang Shi, Jiaolong Du
In recent years, Approximate Nearest Neighbor Search (ANNS) has played a pivotal role in modern search and recommendation systems, especially in emerging LLM applications like Retr…