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cs.IR2026
Slipstream: Locality-Aware Graph Index Construction for Streaming Approximate Nearest Neighbor Search
Shubing Yang, Dongfang Zhao
Graph indexes are widely used for high-recall approximate nearest neighbor search (ANNS), but many real-time applications require streaming ANNS. In these real-time applications, c…
cs.IR2024
VectorSearch: Enhancing Document Retrieval with Semantic Embeddings and Optimized Search
Solmaz Seyed Monir, Irene Lau, Shubing Yang +1
Traditional retrieval methods have been essential for assessing document similarity but struggle with capturing semantic nuances. Despite advancements in latent semantic analysis (…