MIRAGE-ANNS: Mixed Approach Graph-based Indexing for Approximate Nearest Neighbor Search

Summary: Mixed Incremental Refinement Graphs (MIRAGE-ANNS) merges refinement-based construction with incremental inserts for ANNS. Delivers state-of-the-art construction and query performance, up to 2x throughput on real datasets, enabling RAG-backed LLM retrieval. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 7244
Venue: SIGMOD
Year: 2025
Pagerank: 4.5514956e-05
Overall Rank: 8,245 | 42.65%
DOI: 10.1145/3725325

Incoming Non-self Citations Over Time

Authors

1. Sairaj Voruganti
2. M. Tamer Özsu

Incoming Citations (Sorted by Pagerank)

Showing 2 of 2 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
10,154	Distribution-Aware Exploration for Adaptive HNSW Search	2026	SIGMOD	4.1945683e-05
10,160	Efficient Vector Index Merging in Vector Databases	2026	SIGMOD	4.1945683e-05

Outgoing Citations (Sorted by Pagerank)

Showing 15 of 15 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank	Cited Paper	Year	Venue	Pagerank
34	Similarity Search in High Dimensions via Hashing	1999	VLDB	0.00076637636
212	Fast Approximate Nearest Neighbor Search With The Navigating Spreading-out Graph	2019	VLDB	0.00033913475
495	Milvus: A Purpose-Built Vector Data Management System	2021	SIGMOD	0.00021767688
562	Query-Aware Locality-Sensitive Hashing for Approximate Nearest Neighbor Search	2016	VLDB	0.00020091752
605	Locality-Sensitive Hashing Scheme Based on Dynamic Collision Counting	2012	SIGMOD	0.000193396
770	A Comprehensive Survey and Experimental Comparison of Graph-Based Approximate Nearest Neighbor Search	2021	VLDB	0.00016917602
867	SRS: Solving c-Approximate Nearest Neighbor Queries in High Dimensional Euclidean Space with a Tiny Index	2015	VLDB	0.00015792021
2,320	High-Throughput Vector Similarity Search in Knowledge Graphs	2023	SIGMOD	9.0366225e-05
2,523	ACORN: Performant and Predicate-Agnostic Search Over Vector Embeddings and Structured Data	2024	SIGMOD	8.604576e-05
2,725	HVS: Hierarchical Graph Structure Based on Voronoi Diagrams for Solving Approximate Nearest Neighbor Search	2022	VLDB	8.2294908e-05
2,811	High-Dimensional Approximate Nearest Neighbor Search: with Reliable and Efficient Distance Comparison Operations	2023	SIGMOD	8.0806307e-05
2,971	Towards Efficient Index Construction and Approximate Nearest Neighbor Search in High-Dimensional Spaces	2023	VLDB	7.7970531e-05
4,551	iRangeGraph: Improvising Range-dedicated Graphs for Range-filtering Nearest Neighbor Search	2024	SIGMOD	6.092287e-05
4,731	Graph-Based Vector Search: An Experimental Evaluation of the State-of-the-Art	2025	SIGMOD	5.966659e-05
5,569	Revisiting the Index Construction of Proximity Graph-Based Approximate Nearest Neighbor Search	2025	VLDB	5.4290942e-05

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Overall Rank	Paper	Year	Venue	Pagerank
3,624	SeRF: Segment Graph for Range-Filtering Approximate Nearest Neighbor Search	2024	SIGMOD	6.9056e-05
8,425	Efficient Dynamic Indexing for Range Filtered Approximate Nearest Neighbor Search	2025	SIGMOD	4.5163161e-05
10,073	Efficient Approximate Nearest Neighbor Search via Hemi-Sphere Centroids Graph	2026	SIGMOD	4.1945683e-05
212	Fast Approximate Nearest Neighbor Search With The Navigating Spreading-out Graph	2019	VLDB	0.00033913475
8,424	DIGRA: A Dynamic Graph Indexing for Approximate Nearest Neighbor Search with Range Filter	2025	SIGMOD	4.5163161e-05
10,683	Accelerating Approximate Nearest Neighbor Search in Hierarchical Graphs: Efficient Level Navigation with Shortcuts	2025	VLDB	4.1945683e-05
2,023	Efficient Approximate Nearest Neighbor Search in Multi-dimensional Databases	2023	SIGMOD	9.7544991e-05
770	A Comprehensive Survey and Experimental Comparison of Graph-Based Approximate Nearest Neighbor Search	2021	VLDB	0.00016917602
5,569	Revisiting the Index Construction of Proximity Graph-Based Approximate Nearest Neighbor Search	2025	VLDB	5.4290942e-05
10,166	FGIM: a Fast Graph-based Indexes Merging Framework for Approximate Nearest Neighbor Search	2026	SIGMOD	4.1945683e-05