A list of papers in the field of approximate nearest neighbor search on high-dimensional vectors.
β116Mar 2, 2026Updated this week
Alternatives and similar repositories for awesome-vector-ANN-search-papers
Users that are interested in awesome-vector-ANN-search-papers are comparing it to the libraries listed below
Sorting:
- π Awesome papers and technical blogs on vector DB (database), semantic-based vector search or approximate nearest neighbor search (ANN Sβ¦β113Dec 2, 2025Updated 3 months ago
- β14May 6, 2025Updated 10 months ago
- Query-Adaptive Vector Searchβ69Feb 13, 2026Updated 3 weeks ago
- Source code for the paper: "Accelerating Graph Indexing for ANNS on Modern CPUs"β34Nov 9, 2025Updated 3 months ago
- A new query hardness measure for graph-based ANN indexes. Build unbiased workloads with this hardness to see the actual performance of yoβ¦β22Feb 7, 2025Updated last year
- β80Sep 4, 2024Updated last year
- Distance Computaion for Vector Databasesβ10Sep 7, 2025Updated 5 months ago
- β31Jan 22, 2025Updated last year
- Official implementation for paper "Navigating Labels and Vectors: A Unified Approach to Filtered Approximate Nearest Neighbor Search"β32Dec 21, 2024Updated last year
- Everything you always wanted to know about ANNS but were afraid to ask π₯°β11Dec 21, 2024Updated last year
- β30Sep 13, 2025Updated 5 months ago
- VLDB 2024 paper repo. RoarGraph: A Projected Bipartite Graph for Efficient Cross-Modal Approximate Nearest Neighbor Searchβ54Sep 16, 2024Updated last year
- An Experimental Evaluation of the State-of-the-Art Graph-Based Vector Search Methods and Techniquesβ19Jun 3, 2025Updated 9 months ago
- Algorithms for approximate nearest neighbor search with window filtersβ45Feb 5, 2024Updated 2 years ago
- Repository related to the Dynamic Exploration Graph and its previous iterations.β28Feb 13, 2026Updated 3 weeks ago
- [SIGMOD 2024] RaBitQ: Quantizing High-Dimensional Vectors with a Theoretical Error Bound for Approximate Nearest Neighbor Searchβ177Jun 5, 2025Updated 9 months ago
- SeRF: Segment Graph for Range-Filtering Approximate Nearest Neighbor Searchβ40Mar 3, 2025Updated last year
- Experimental Code for "Unleashing Graph Partitioning for Large-Scale Nearest Neighbor Search"β28Nov 4, 2024Updated last year
- A library of algorithms for approximate nearest neighbor search in high dimensions, along with a set of useful tools for designing such aβ¦β181Jan 5, 2026Updated 2 months ago
- [SIGMOD 2025] PQCache: Product Quantization-based KVCache for Long Context LLM Inferenceβ83Dec 7, 2025Updated 2 months ago
- A cross-modal vector index with fast construction on heterogeneous CPU-GPU environment. Published on DaMoN@SIGMOD 2025.β16Jul 16, 2025Updated 7 months ago
- [SIGMOD 2025] Practical and Asymptotically Optimal Quantization of High-Dimensional Vectors in Euclidean Space for Approximate Nearest Neβ¦β61Jun 4, 2025Updated 9 months ago
- β14Jan 20, 2025Updated last year
- A curated list of awesome works related to high dimensional structure/vector search & databaseβ333Feb 26, 2026Updated last week
- Collection of datasets for benchmarking filtered vector similarity retrievalβ61Jun 5, 2025Updated 9 months ago
- Code for paper: Towards Similarity Graphs Constructed by Deep Reinforcement Learningβ21Feb 13, 2020Updated 6 years ago
- A fast header-only graph-based index for approximate nearest neighbor search (ANNS). https://flatnav.netβ44Updated this week
- state-of-the-art search over vector embeddings and structured data (SIGMOD '24)β104Mar 6, 2025Updated last year
- Learning-based Approximate k-NN Search in Graph Databasesβ11Nov 29, 2021Updated 4 years ago
- A low-latency, billion-scale, and updatable graph-based vector store on SSD.β99Feb 4, 2026Updated last month
- Graph Library for Approximate Similarity Searchβ140Sep 9, 2025Updated 5 months ago
- Source code for SIGMOD 2020 paper "Improving Approximate Nearest Neighbor Search through Learned Adaptive Early Termination"β58Jul 17, 2020Updated 5 years ago
- Framework for evaluating ANNS algorithms on billion scale datasets.β424Dec 17, 2025Updated 2 months ago
- Approximate Nearest Neighbor search using reduced-rank regression, with extremely fast queries, tiny memory usage, and rapid indexing on β¦β50Dec 11, 2025Updated 2 months ago
- β28Jun 9, 2025Updated 8 months ago
- Official software repository of the kANNolo library.β48Jan 23, 2026Updated last month
- A Comprehensive Survey and Experimental Comparison of Graph-based Approximate Nearest Neighbor Searchβ78May 16, 2021Updated 4 years ago
- code for satellite system graphsβ123Nov 26, 2023Updated 2 years ago
- Official software repository of S. Bruch, F. M. Nardini, C. Rulli, and R. Venturini. "Efficient Inverted Indexes for Approximate Retrievaβ¦β105Jan 27, 2026Updated last month