QuIVer: Rethinking ANN Graph Topology via Training-Free Binary Quantization

Wenxuan Xiao, Zhiyou Wang, Chengcheng Li

Approximate nearest neighbor (ANN) graph indices such as HNSW and Vamana construct their edge topology in full-precision or high-fidelity quantized metric spaces, relegating binary…