Imagen de Portada

Multiple Index Merge for Approximate Nearest Neighbor Search

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Jing, Liuchang, Yang, Mingyu, Li, Lei, Qin, Jianbin, Wang, Wei
Formato:	Preprint
Publicado:	2026
Materias:	Databases Information Retrieval
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Approximate Nearest Neighbor Search for Modern AI: A Projection-Augmented Graph Approach
por: Lu, Kejing, et al.
Publicado: (2026)

Attribute Filtering in Approximate Nearest Neighbor Search: An In-depth Experimental Study
por: Li, Mocheng, et al.
Publicado: (2025)

Empowering Graph-based Approximate Nearest Neighbor Search with Adaptive Awareness Capabilities
por: Ruan, Jiancheng, et al.
Publicado: (2025)

Generalized Range Filtering Approximate Nearest Neighbor Search: Containment and Overlap [Technical Report]
por: Liu, Yingfan, et al.
Publicado: (2026)

CRouting: Reducing Expensive Distance Calls in Graph-Based Approximate Nearest Neighbor Search
por: Li, Zhenxin, et al.
Publicado: (2025)

Quantization Meets Projection: A Happy Marriage for Approximate k-Nearest Neighbor Search
por: Yang, Mingyu, et al.
Publicado: (2024)

Efficient Data-aware Distance Comparison Operations for High-Dimensional Approximate Nearest Neighbor Search
por: Deng, Liwei, et al.
Publicado: (2024)

Filtered Approximate Nearest Neighbor Search in Vector Databases: System Design and Performance Analysis
por: Amanbayev, Abylay, et al.
Publicado: (2026)

SymphonyQG: Towards Symphonious Integration of Quantization and Graph for Approximate Nearest Neighbor Search
por: Gou, Yutong, et al.
Publicado: (2024)

Scalable Disk-Based Approximate Nearest Neighbor Search with Page-Aligned Graph
por: Kang, Dingyi, et al.
Publicado: (2025)

Lossless Compression of Vector IDs for Approximate Nearest Neighbor Search
por: Severo, Daniel, et al.
Publicado: (2025)

GPU-Native Approximate Nearest Neighbor Search with IVF-RaBitQ: Fast Index Build and Search
por: Shi, Jifan, et al.
Publicado: (2026)

RoarGraph: A Projected Bipartite Graph for Efficient Cross-Modal Approximate Nearest Neighbor Search
por: Chen, Meng, et al.
Publicado: (2024)

QPAD: Quantile-Preserving Approximate Dimension Reduction for Nearest Neighbors Preservation in High-Dimensional Vector Search
por: Fu, Jiuzhou, et al.
Publicado: (2025)

JAG: Joint Attribute Graphs for Filtered Nearest Neighbor Search
por: Xu, Haike, et al.
Publicado: (2026)

Learning Filter-Aware Distance Metrics for Nearest Neighbor Search with Multiple Filters
por: Sutradhar, Ananya, et al.
Publicado: (2025)

Benchmarking Filtered Approximate Nearest Neighbor Search Algorithms on Transformer-based Embedding Vectors
por: Iff, Patrick, et al.
Publicado: (2025)

δ-EMG: A Monotonic Graph Index for Approximate Nearest Neighbor Search
por: Xiang, Liming, et al.
Publicado: (2025)

Theoretical and Empirical Analysis of Adaptive Entry Point Selection for Graph-based Approximate Nearest Neighbor Search
por: Oguri, Yutaro, et al.
Publicado: (2024)

Practical and Asymptotically Optimal Quantization of High-Dimensional Vectors in Euclidean Space for Approximate Nearest Neighbor Search
por: Gao, Jianyang, et al.
Publicado: (2024)

Exploring the Meaningfulness of Nearest Neighbor Search in High-Dimensional Space
por: Chen, Zhonghan, et al.
Publicado: (2024)

FusionANNS: An Efficient CPU/GPU Cooperative Processing Architecture for Billion-scale Approximate Nearest Neighbor Search
por: Tian, Bing, et al.
Publicado: (2024)

On Efficient Approximate Aggregate Nearest Neighbor Queries over Learned Representations
por: Wang, Carrie, et al.
Publicado: (2025)

A Memory-Efficient Distributed Algorithm for Approximate Nearest Neighbour Search with Arbitrary Distances
por: Garcia-Morato, Elena, et al.
Publicado: (2024)

RaBitQ: Quantizing High-Dimensional Vectors with a Theoretical Error Bound for Approximate Nearest Neighbor Search
por: Gao, Jianyang, et al.
Publicado: (2024)

CleANN: Efficient Full Dynamism in Graph-based Approximate Nearest Neighbor Search
por: Zhang, Ziyu, et al.
Publicado: (2025)

PiPNN: Ultra-Scalable Graph-Based Nearest Neighbor Indexing
por: Rubel, Tobias, et al.
Publicado: (2026)

RAE: A Neural Network Dimensionality Reduction Method for Nearest Neighbors Preservation in Vector Search
por: Zhang, Han, et al.
Publicado: (2025)

iRangeGraph: Improvising Range-dedicated Graphs for Range-filtering Nearest Neighbor Search
por: Xu, Yuexuan, et al.
Publicado: (2024)

Distance Adaptive Beam Search for Provably Accurate Graph-Based Nearest Neighbor Search
por: Al-Jazzazi, Yousef, et al.
Publicado: (2025)

SIEVE: Effective Filtered Vector Search with Collection of Indexes
por: Li, Zhaoheng, et al.
Publicado: (2025)

In-Place Updates of a Graph Index for Streaming Approximate Nearest Neighbor Search
por: Xu, Haike, et al.
Publicado: (2025)

CAGRA: Highly Parallel Graph Construction and Approximate Nearest Neighbor Search for GPUs
por: Ootomo, Hiroyuki, et al.
Publicado: (2023)

On the Effectiveness of Graph Reordering for Accelerating Approximate Nearest Neighbor Search on GPU
por: Oguri, Yutaro, et al.
Publicado: (2025)

TISIS : Trajectory Indexing for SImilarity Search
por: Jarrad, Sara, et al.
Publicado: (2024)

Learning Cluster Representatives for Approximate Nearest Neighbor Search
por: Vecchiato, Thomas
Publicado: (2024)

KScaNN: Scalable Approximate Nearest Neighbor Search on Kunpeng
por: Senkevich, Oleg, et al.
Publicado: (2025)

CubeGraph: Efficient Retrieval-Augmented Generation for Spatial and Temporal Data
por: Yang, Mingyu, et al.
Publicado: (2026)

AlayaLaser: Efficient Index Layout and Search Strategy for Large-scale High-dimensional Vector Similarity Search
por: Chen, Weijian, et al.
Publicado: (2026)

Database Selection for Processing k Nearest Neighbors Queries in Distributed Environments.
por: Yu, Clement, et al.
Publicado: (2001)