adaptive search 1embedding geometry 1graph-based indexing 1retrieval-augmented generation 1spectral methods 1vector search 1
From the 1 of 3 linked papers with an AI index.
3 papers
cs.IR2026
From Embedding Geometry to Spectral Search: Energy Dispersion Networks For Vector Retrieval
Lorenzo Moriondo, Ilias Azizi
The paper proposes Graph Wiring, a framework that leverages spectral structure of embedding spaces for vector retrieval, and introduces Spectral Indexing, which combines geometric…
cs.IR2025
Toward Efficient and Scalable Design of In-Memory Graph-Based Vector Search
Ilias Azizi, Karima Echihab, Themis Palpanas +1
Vector data is prevalent across business and scientific applications, and its popularity is growing with the proliferation of learned embeddings. Vector data collections often reac…
cs.IR2025
Graph-Based Vector Search: An Experimental Evaluation of the State-of-the-Art
Ilias Azizi, Karima Echihabi, Themis Palpanas
Vector data is prevalent across business and scientific applications, and its popularity is growing with the proliferation of learned embeddings. Vector data collections often reac…