4 citations · 7 across the 13 of their papers we have counts for
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cs.IR2026
MCGI: Manifold-Consistent Graph Indexing for Billion-Scale Disk-Resident Vector Search
Dongfang Zhao
Graph-based Approximate Nearest Neighbor (ANN) search often suffers from performance degradation in high-dimensional spaces due to the Euclidean-Geodesic mismatch, where greedy rou…
cs.IR2025
ProHD: Projection-Based Hausdorff Distance Approximation
Jiuzhou Fu, Luanzheng Guo, Nathan R. Tallent +1
The Hausdorff distance (HD) is a robust measure of set dissimilarity, but computing it exactly on large, high-dimensional datasets is prohibitively expensive. We propose \textbf{Pr…
cs.IR2025
PIR-RAG: A System for Private Information Retrieval in Retrieval-Augmented Generation
Baiqiang Wang, Qian Lou, Mengxin Zheng +1
Retrieval-Augmented Generation (RAG) has become a foundational component of modern AI systems, yet it introduces significant privacy risks by exposing user queries to service provi…