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DEG: Efficient Hybrid Vector Search Using the Dynamic Edge Navigation Graph

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-3-030-58558-7_38openalex-snapshot
Connecting Vision and Language with Localized Narratives
inferredcites →https://doi.org/10.1007/s00778-021-00661-wopenalex-snapshot
Location- and keyword-based querying of geo-textual data: a survey
inferredcites →https://doi.org/10.1007/s00778-021-00680-7openalex-snapshot
PM-LSH: a fast and accurate in-memory framework for high-dimensional approximate NN and closest pair search
inferredcites →https://doi.org/10.1007/s10707-019-00372-zopenalex-snapshot
S2R-tree: a pivot-based indexing structure for semantic-aware spatial keyword search
inferredcites →https://doi.org/10.1007/s11280-017-0472-yopenalex-snapshot
Semantic-aware top-k spatial keyword queries
inferredcites →https://doi.org/10.1016/0031-3203(80)90066-7openalex-snapshot
The relative neighbourhood graph of a finite planar set
inferredcites →https://doi.org/10.1016/0166-218x(91)90069-9openalex-snapshot
Constructing the relative neighborhood graph in 3-dimensional Euclidean space
inferredcites →https://doi.org/10.1016/j.is.2013.10.006openalex-snapshot
Approximate nearest neighbor algorithm based on navigable small world graphs
inferredcites →https://doi.org/10.1090/s0002-9939-1956-0078686-7openalex-snapshot
On the shortest spanning subtree of a graph and the traveling salesman problem
inferredcites →https://doi.org/10.1109/bibm47256.2019.8982950openalex-snapshot
Accelerating Large-Scale Molecular Similarity Search through Exploiting High Performance Computing
inferredcites →https://doi.org/10.1109/bibm49941.2020openalex-snapshot
2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
inferredcites →https://doi.org/10.1109/cvpr.2016.616openalex-snapshot
FANNG: Fast Approximate Nearest Neighbour Graphs
inferredcites →https://doi.org/10.1109/cvpr.2017.327openalex-snapshot
Learning Cross-Modal Embeddings for Cooking Recipes and Food Images
inferredcites →https://doi.org/10.1109/cvpr42600.2020.00990openalex-snapshot
End-to-End Learning of Visual Representations From Uncurated Instructional Videos
inferredcites →https://doi.org/10.1109/icde.1998openalex-snapshot
Proceedings 14th International Conference on Data Engineering
inferredcites →https://doi.org/10.1109/tit.1967.1053964openalex-snapshot
Nearest neighbor pattern classification
inferredcites →https://doi.org/10.1109/tkde.2006.185openalex-snapshot
Continuous Skyline Queries for Moving Objects
inferredcites →https://doi.org/10.1109/tkde.2019.2909204openalex-snapshot
Approximate Nearest Neighbor Search on High Dimensional Data — Experiments, Analyses, and Improvement
inferredcites →https://doi.org/10.1109/tkde.2023.3295831openalex-snapshot
DB-LSH 2.0: Locality-Sensitive Hashing With Query-Based Dynamic Bucketing
inferredcites →https://doi.org/10.1109/tpami.2010.57openalex-snapshot
Product Quantization for Nearest Neighbor Search
inferredcites →https://doi.org/10.1109/tpami.2012.193openalex-snapshot
Iterative Quantization: A Procrustean Approach to Learning Binary Codes for Large-Scale Image Retrieval
inferredcites →https://doi.org/10.1109/tpami.2013.240openalex-snapshot
Optimized Product Quantization
inferredcites →https://doi.org/10.1109/tpami.2015.2408363openalex-snapshot
Spherical Hashing: Binary Code Embedding with Hyperspheres
inferredcites →https://doi.org/10.1109/tpami.2017.2699960openalex-snapshot
A Survey on Learning to Hash
inferredcites →https://doi.org/10.1109/tpami.2018.2798607openalex-snapshot
Multimodal Machine Learning: A Survey and Taxonomy
inferredcites →https://doi.org/10.1109/tpami.2018.2889473openalex-snapshot
Efficient and Robust Approximate Nearest Neighbor Search Using Hierarchical Navigable Small World Graphs
inferredcites →https://doi.org/10.1109/tpami.2021.3067706openalex-snapshot
High Dimensional Similarity Search with Satellite System Graph: Efficiency, Scalability, and Unindexed Query Compatibility
inferredcites →https://doi.org/10.1145/1061318.1061320openalex-snapshot
Progressive skyline computation in database systems
inferredcites →https://doi.org/10.1145/1071610.1071612openalex-snapshot
iDistance
inferredcites →https://doi.org/10.1145/1806907.1806912openalex-snapshot
Efficient and accurate nearest neighbor and closest pair search in high-dimensional space
inferredcites →https://doi.org/10.1145/2213836.2213898openalex-snapshot
Locality-sensitive hashing scheme based on dynamic collision counting
inferredcites →https://doi.org/10.1145/276698.276876openalex-snapshot
Approximate nearest neighbors
inferredcites →https://doi.org/10.1145/3123266openalex-snapshot
Proceedings of the 25th ACM international conference on Multimedia
inferredcites →https://doi.org/10.1145/3183713.3183750openalex-snapshot
A General and Efficient Querying Method for Learning to Hash
inferredcites →https://doi.org/10.1145/3292500.3330875openalex-snapshot
Revisiting kd-tree for Nearest Neighbor Search
inferredcites →https://doi.org/10.1145/3318464openalex-snapshot
Proceedings of the 2020 ACM SIGMOD International Conference on Management of Data
inferredcites →https://doi.org/10.1145/3318464.3380600openalex-snapshot
Improving Approximate Nearest Neighbor Search through Learned Adaptive Early Termination
inferredcites →https://doi.org/10.1145/3588691openalex-snapshot
Effectiveness Perspectives and a Deep Relevance Model for Spatial Keyword Queries
inferredcites →https://doi.org/10.1145/3654970openalex-snapshot
RaBitQ: Quantizing High-Dimensional Vectors with a Theoretical Error Bound for Approximate Nearest Neighbor Search
inferredcites →https://doi.org/10.1145/375551.375567openalex-snapshot
Optimal aggregation algorithms for middleware
inferredcites →https://doi.org/10.1145/641007.641117openalex-snapshot
VQ-index
inferredcites →https://doi.org/10.1145/93597.98741openalex-snapshot
The R*-tree: an efficient and robust access method for points and rectangles
inferredcites →https://doi.org/10.1145/997817.997857openalex-snapshot
Locality-sensitive hashing scheme based on p-stable distributions
inferredcites →https://doi.org/10.14778/2732939.2732947openalex-snapshot
SK-LSH
inferredcites →https://doi.org/10.14778/2850469.2850470openalex-snapshot
Query-aware locality-sensitive hashing for approximate nearest neighbor search
inferredcites →https://doi.org/10.14778/3204028.3204034openalex-snapshot
HD-index
inferredcites →https://doi.org/10.14778/3303753.3303754openalex-snapshot
Fast approximate nearest neighbor search with the navigating spreading-out graph
inferredcites →https://doi.org/10.14778/3397230.3397240openalex-snapshot
VHP
inferredcites →https://doi.org/10.14778/3397230.3397243openalex-snapshot
iDEC
inferredcites →https://doi.org/10.14778/3415478.3415541openalex-snapshot
AnalyticDB-V
inferredcites →https://doi.org/10.14778/3476249.3476255openalex-snapshot
A comprehensive survey and experimental comparison of graph-based approximate nearest neighbor search
inferredcites →https://doi.org/10.14778/3554821.3554843openalex-snapshot
Manu
inferredcites →https://doi.org/10.18653/v1/k18-3013openalex-snapshot
inferredcites →https://doi.org/10.3169/mta.6.2openalex-snapshot
[Invited Paper] A Survey of Product Quantization
inferredcites →https://doi.org/10.5860/choice.35-5707bopenalex-snapshot
Handbook of discrete and computational geometry

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1007/s44443-026-00983-1openalex-snapshot
STAR: A Long short-term workload-aware optimizer for online layout reorganization
inferred← citeshttps://doi.org/10.1109/icde65448.2025.00180openalex-snapshot
Towards Accurate Distance Estimation for Distribution-Aware c-ANN Search
inferred← citeshttps://doi.org/10.1145/3774904.3792208openalex-snapshot
Breaking the Single-Reference-Vector Barrier in Approximate Nearest Neighbor Search
inferred← citeshttps://doi.org/10.1145/3786643openalex-snapshot
Efficient and Robust Out-Of-Distribution Vector Similarity Search with Cross-Distribution Monotonic Graph
inferred← citeshttps://doi.org/10.1145/3788853.3801586openalex-snapshot
LEGEND: A Learned Explainable Graph-Enhanced Navigable Index for Hybrid Vector-Graph Search
inferred← citeshttps://doi.org/10.1145/3802027openalex-snapshot
CMANNS: GPU-Accelerated Graph Index Construction for ANNS via Compute–Memory Disaggregation
inferred← citeshttps://doi.org/10.14778/3778092.3778108openalex-snapshot
A Topology-Aware Localized Update Strategy for Graph-Based ANN Index
inferred← citeshttps://doi.org/10.14778/3785297.3785304openalex-snapshot
Elastic Index Selection for Label-Hybrid AKNN Search
inferred← citeshttps://doi.org/10.14778/3827998.3828146openalex-snapshot
Advances of Query Processing in Vector Databases
inferred← citeshttps://doi.org/10.14778/3828612.3828636openalex-snapshot
RNSG: A Range-Aware Graph Index for Efficient Range-Filtered Approximate Nearest Neighbor Search
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