Latest Research in High-Dimensional Vector Indexing

71 research papers · 2026 median publication year

Top Research Topics in High-Dimensional Vector Indexing

Highest-Cited Papers

  1. An improved consistency-driven consensus model under interval-valued neutrosophic preference relations for drone transit station selection in group decision-making
  2. Distributed Nash Equilibrium Seeking with Logarithmic Bit Rates over Digital Channels
  3. From Privileged Control to Deployable Adaptation:Fusing Mechanism-Guided Task Reduction with Learned Behavior
  4. Communicating data quality from citizen science: lessons learned from environmental monitoring studies
  5. Distributed Team Orchestration via Supervisor Networks: Convergence, Optimality, and Resilience
  6. AkasicDB: Demonstrating Omni RAG with a Unified Vector-Graph-Relational DBMS
  7. InSituANN: Revisiting IVF for PCIe-Efficient Billion-Scale Vector Search
  8. Fast Construction of Learned Count-Min Sketch via Ternary Search
  9. Sumerian Base-60 System and Plimpton 322: Ancient Trigonometry Outperforms Base-10 — E8 Intelligence Research
  10. QL-2026-01 Coverage of evidence, Google Flood Hub: pre-registered protocol v1.9
  11. omni-macos: On-Device Omni-Modal Search on Apple Silicon
  12. RECAST: A Region-Scoped Adaptive Index for Exact Similarity Search
  13. EXTRACTED CONSTANTS (rlab #95): 240, 696729600 — E8 Intelligence Research
  14. Record Values Based Inaccuracy Measures with an Application to Testing Symmetry
  15. Admissibility-First Architecture: A PATON Architecture of Relational Continuity Across Scale
  16. Admissibility-First Architecture: A PATON Architecture of Relational Continuity Across Scale
  17. Filtered Vector Search in a Disaggregated Lakehouse: Composing Table-Format Pruning with Per-File ANN
  18. AI, citizen science data and expert opinions: towards an improved fossil identification process
  19. CA-SBA-3205: Archaeological site record for CA-SBA-3205
  20. Fast and Efficient Approximate Nearest Neighbor Search for High-Dimensional LLM Embeddings

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2026 AUG Q2

High-Dimensional Vector Indexing

71 papers

Top Topics (10)

Databases15
Information Retrieval8
Machine Learning4
Systems and Control3
Data Structures and Algorithms2
Constraint Satisfaction and Optimization2
Archaeology and ancient environmental studies2
Urban Transport and Accessibility2
Computation and Language2
Embodied and Extended Cognition2

Top Publications (20)

1.An improved consistency-driven consensus model under interval-valued neutrosophic preference relations for drone transit station selection in group decision-making2.Distributed Nash Equilibrium Seeking with Logarithmic Bit Rates over Digital Channels3.From Privileged Control to Deployable Adaptation:Fusing Mechanism-Guided Task Reduction with Learned Behavior4.Communicating data quality from citizen science: lessons learned from environmental monitoring studies5.Distributed Team Orchestration via Supervisor Networks: Convergence, Optimality, and Resilience6.AkasicDB: Demonstrating Omni RAG with a Unified Vector-Graph-Relational DBMS7.InSituANN: Revisiting IVF for PCIe-Efficient Billion-Scale Vector Search8.Fast Construction of Learned Count-Min Sketch via Ternary Search9.Sumerian Base-60 System and Plimpton 322: Ancient Trigonometry Outperforms Base-10 — E8 Intelligence Research10.QL-2026-01 Coverage of evidence, Google Flood Hub: pre-registered protocol v1.911.omni-macos: On-Device Omni-Modal Search on Apple Silicon12.RECAST: A Region-Scoped Adaptive Index for Exact Similarity Search13.EXTRACTED CONSTANTS (rlab #95): 240, 696729600 — E8 Intelligence Research14.Record Values Based Inaccuracy Measures with an Application to Testing Symmetry15.Admissibility-First Architecture: A PATON Architecture of Relational Continuity Across Scale16.Admissibility-First Architecture: A PATON Architecture of Relational Continuity Across Scale17.Filtered Vector Search in a Disaggregated Lakehouse: Composing Table-Format Pruning with Per-File ANN18.AI, citizen science data and expert opinions: towards an improved fossil identification process19.CA-SBA-3205: Archaeological site record for CA-SBA-320520.Fast and Efficient Approximate Nearest Neighbor Search for High-Dimensional LLM Embeddings

Sub-Regions (6)

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