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Efficient and Robust Out-Of-Distribution Vector Similarity Search with Cross-Distribution Monotonic Graph
Summary: CDMG is a graph-based ANN index for OOD vector search that explicitly bridges database/query distribution shift via cross-distribution monotonicity, yielding monotone search paths and improved navigability/clusterability. CDMG+ adds practical construction/query synthesis optimizations, with up to 3.6x speedups on real OOD datasets.
(summarized by gpt-5.4-mini on Apr 11 2026)
- Paper ID
- 7469
- Venue
- SIGMOD
- Year
- 2026
- Pagerank
- 4.1945683e-05
- Overall Rank
- 10,158 | 29.34%
- DOI
-
10.1145/3786643
Incoming Non-self Citations Over Time
No non-self incoming citations found for this paper in this database.
Incoming Citations (Sorted by Pagerank)
Showing 0 of 0 citing papers.
| Rank |
Citing Paper |
Year |
Venue |
Pagerank |
Outgoing Citations (Sorted by Pagerank)
Showing 22 of 22 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank |
Cited Paper |
Year |
Venue |
Pagerank |
| 6 |
The R*-tree: An Efficient and Robust Access Method for Points and Rectangles |
1990 |
SIGMOD |
0.0016162015 |
| 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 |
| 736 |
AnalyticDB-V: A Hybrid Analytical Engine Towards Query Fusion for Structured and Unstructured Data |
2020 |
VLDB |
0.00017447617 |
| 770 |
A Comprehensive Survey and Experimental Comparison of Graph-Based Approximate Nearest Neighbor Search |
2021 |
VLDB |
0.00016917602 |
| 2,023 |
Efficient Approximate Nearest Neighbor Search in Multi-dimensional Databases |
2023 |
SIGMOD |
9.7544991e-05 |
| 2,262 |
Manu: A Cloud Native Vector Database Management System |
2022 |
VLDB |
9.1624446e-05 |
| 2,690 |
Starling: An I/O-Efficient Disk-Resident Graph Index Framework for High-Dimensional Vector Similarity Search on Data Segment |
2024 |
SIGMOD |
8.293714e-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 |
| 4,200 |
New Trends in High-D Vector Similarity Search: AI-driven, Progressive, and Distributed |
2021 |
VLDB |
6.3651489e-05 |
| 4,551 |
iRangeGraph: Improvising Range-dedicated Graphs for Range-filtering Nearest Neighbor Search |
2024 |
SIGMOD |
6.092287e-05 |
| 4,598 |
Practical and Asymptotically Optimal Quantization of High-Dimensional Vectors in Euclidean Space for Approximate Nearest Neighbor Search |
2025 |
SIGMOD |
6.0586236e-05 |
| 5,129 |
Navigating Labels and Vectors: A Unified Approach to Filtered Approximate Nearest Neighbor Search |
2024 |
SIGMOD |
5.6755204e-05 |
| 5,233 |
RoarGraph: A Projected Bipartite Graph for Efficient Cross-Modal Approximate Nearest Neighbor Search |
2024 |
VLDB |
5.6131833e-05 |
| 5,569 |
Revisiting the Index Construction of Proximity Graph-Based Approximate Nearest Neighbor Search |
2025 |
VLDB |
5.4290942e-05 |
| 6,107 |
Continuously Adaptive Similarity Search |
2020 |
SIGMOD |
5.2066612e-05 |
| 6,360 |
High-Dimensional Vector Similarity Search: From Time Series to Deep Network Embeddings |
2020 |
SIGMOD |
5.0961051e-05 |
| 8,209 |
VSAG: An Optimized Search Framework for Graph-based Approximate Nearest Neighbor Search |
2025 |
VLDB |
4.5581054e-05 |
| 8,485 |
Maximum Inner Product is Query-Scaled Nearest Neighbor |
2025 |
VLDB |
4.4999394e-05 |
| 8,497 |
DEG: Efficient Hybrid Vector Search Using the Dynamic Edge Navigation Graph |
2025 |
SIGMOD |
4.4981377e-05 |
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