2 papers
cs.DB2026
ScaleGANN: Accelerate Large-Scale ANN Indexing by Cost-effective Cloud GPUs
Lan Lu, Peiqi Yin, Isaac Yang +5
Graph-based ANNS algorithms have gained increasing research interest and market adoption due to their efficiency and accuracy in retrieval. Existing approaches primarily rely on CP…
cs.IR2025
Reveal Hidden Pitfalls and Navigate Next Generation of Vector Similarity Search from Task-Centric Views
Tingyang Chen, Cong Fu, Jiahua Wu +6
Vector Similarity Search (VSS) in high-dimensional spaces is rapidly emerging as core functionality in next-generation database systems for numerous data-intensive services -- from…