QuIVer constructs ANN graphs using only 2-bit sign-magnitude binary quantization for topology decisions, achieving at least 88% Recall@10 at high throughput with low memory on embedding datasets.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.DB 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
QuIVer: Rethinking ANN Graph Topology via Training-Free Binary Quantization
QuIVer constructs ANN graphs using only 2-bit sign-magnitude binary quantization for topology decisions, achieving at least 88% Recall@10 at high throughput with low memory on embedding datasets.