Key papers

• Yottixel -- An Image Search Engine For Large Archives Of Histopathology Whole Slide Images (2019)
  S. Kalra, C. Choi, S. Shah, et al.
  15.51
• HotSpotter - Patterned Species Instance Recognition (2025)
  Jonathan P. Crall and Charles V. Stewart and Tanya Y. Berger-Wolf and Daniel I. Rubenstein and Siva R. Sundaresan
  13.15
• Defense Against Adversarial Images Using Web-scale Nearest-neighbor Search (2019)
  Abhimanyu Dubey, Laurens van Der Maaten, Zeki Yalniz, et al.
  10.97
• Deep Learning For Image Search And Retrieval In Large Remote Sensing Archives (2020)
  Gencer Sumbul, Jian Kang, Begüm Demir
  10.74
• High-dimensional Similarity Search With Quantum-assisted Variational Autoencoder (2020)
  Nicholas Gao, Max Wilson, Thomas Vandal, et al.
  8.82
• Approximate Knn Classification For Biomedical Data (2020)
  Panagiotis Anagnostou, Petros T. Barmbas, Aristidis G. Vrahatis, et al.
  8.35
• RetrievalAttention: Accelerating Long-Context LLM Inference via Vector Retrieval (2024)
  Di Liu et al.
  8.18
• Scaling Up HBM Efficiency Of Top-k Spmv For Approximate Embedding Similarity On Fpgas (2021)
  Alberto Parravicini, Luca Giuseppe Cellamare, Marco Siracusa, et al.
  8.09
• Pros: Data Series Progressive K-nn Similarity Search And Classification With Probabilistic Quality Guarantees (2022)
  Karima Echihabi, Theophanis Tsandilas, Anna Gogolou, et al.
  7.81
• NaviX: A Native Vector Index Design for Graph DBMSs With Robust Predicate-Agnostic Search Performance (2025)
  Gaurav Sehgal and Semih Salihoglu
  6.95
• MV-HAN: A Hybrid Attentive Networks Based Multi-view Learning Model For Large-scale Contents Recommendation (2022)
  Ge Fan, Chaoyun Zhang, Kai Wang, et al.
  6.34
• An Efficient Deep Learning Hashing Neural Network For Mobile Visual Search (2017)
  Heng Qi, Wu Liu, Liang Liu
  5.84
• Scaling Laws for Grid-Based Approximate Nearest Neighbor Search in High Dimensions (2026)
  Matthew J Liu et al.
  5.82
• Locality Preserving Multiview Graph Hashing For Large Scale Remote Sensing Image Search (2023)
  Wenyun Li, Guo Zhong, Xingyu Lu, et al.
  4.52
• HNSW with Accuracy Guarantees Using Graph Spanners -- A Technical Report (2026)
  Minghao Li et al.
  4.33
• GORIO: GPU-Centered Remote I/O for Graph ANNS over NVMe-oF (2026)
  Gen Zhang et al.
  4.33
• Multilingual Semantic Retrieval for Apple Music Search (2026)
  Vishalaksh Aggarwal et al.
  4.33
• Parallel Metric Skiplists and Nearest Neighbor Search (2026)
  Xiangyun Ding et al.
  4.27
• Unified Dominance Graph for Interval-Predicate Approximate Nearest Neighbor Search (2026)
  Kwun Hang Lau et al.
  4.27
• RT-RkNN: Reverse k Nearest Neighbor Queries as a Graphics Ray Casting Problem (2026)
  Zhengyang Bai et al.
  4.22
• Drift-adapter: A Practical Approach To Near Zero-downtime Embedding Model Upgrades In Vector Databases (2025)
  Harshil Vejendla
  3.75
• Scientific Code Search at Scale: A Multi-Domain Dataset and Benchmark (2026)
  Nishan Pantha et al.
  3.45
• SHEAF: Self-profiled Hardness Estimation from Answer-set Flux for Predicting Query Hardness in Graph-based ANN Search (2026)
  Dongfang Zhao
  3.45
• MESH: Scaling Up Retrieval with Heterogeneous Content Unification (2026)
  Jiaxing Qu et al.
  3.45
• Mind the Gap: Promises and Pitfalls of Hierarchical Planning in LeWorldModel (2026)
  Niccol\`o Caselli et al.
  3.45
• Learning Deep Semantic Model For Code Search Using Codesearchnet Corpus (2022)
  Chen Wu, Ming Yan
  3.16
• Optimizing Product Deduplication in E-Commerce with Multimodal Embeddings (2025)
  Aysenur Kulunk et al.
  2.99
• FusedANN: Convexified Hybrid ANN via Attribute-Vector Fusion (2025)
  Alireza Heidari et al.
  2.99
• LOVO: Efficient Complex Object Query in Large-Scale Video Datasets (2025)
  Yuxin Liu et al.
  2.87
• DeepResearchGym: A Free, Transparent, and Reproducible Evaluation Sandbox for Deep Research (2025)
  Jo\~ao Coelho et al.
  2.76
• Hessian-aware Quantized Node Embeddings For Recommendation (2023)
  Huiyuan Chen, Kaixiong Zhou, Kwei-Herng Lai, et al.
  2.26
• ColBERTSaR: Sparsified ColBERT Index via Product Quantization (2026)
  Eugene Yang and Andrew Yates and Dawn Lawrie and James Mayfield and Saron Samuel and Rohan Jha
  1.89
• ASH: Asymmetric Scalar Hashing With Learned Dimensionality Reduction for High-Fidelity Vector Quantization (2026)
  Mariano Tepper and Theodore Willke
  1.89
• Automated Lost & Found Retrieval System Using Deep learning and Geospatial Analysis (2026)
  S. Chinchmalatpure et al.
  1.89
• End-to-End Academic Project Authenticity Verification and Enhancement Recommendation Solution via Blockchain Achoring, FAISS-Based Similarity Search, and Multi-Stage AI Analysis (2026)
  D. Haripriya et al.
  1.89
• BinEnhance-Pro: Enhancing Binary Code Search by Distinguishing Similar but Non-Homologous Functions (2026)
  Yongpan Wang et al.
  1.89
• Beyond Semantic Similarity: Rethinking Retrieval for Agentic Search via Direct Corpus Interaction (2026)
  Zhuofeng Li et al.
  1.83
• Cardinality Estimation for High Dimensional Similarity Queries with Adaptive Bucket Probing (2026)
  Zhonghan Chen et al.
  1.78
• Geometric Analysis of Self-Supervised Vision Representations for Semantic Image Retrieval (2026)
  Esteban Rodr\'iguez-Betancourt et al.
  1.78
• Health System Scale Semantic Search Across Unstructured Clinical Notes (2026)
  Faith Wavinya Mutinda, Spandana Makeneni, Anna Lin, et al.
  1.78
• GP-Tree: An in-memory spatial index combining adaptive grid cells with a prefix tree for efficient spatial querying (2026)
  Xiangyang Yang et al.
  1.72
• a-TMFG: Scalable Triangulated Maximally Filtered Graphs via Approximate Nearest Neighbors (2026)
  Lionel Yelibi
  1.72
• AMES: Approximate Multi-modal Enterprise Search via Late Interaction Retrieval (2026)
  Tony Joseph et al.
  1.72
• Work Sharing and Offloading for Efficient Approximate Threshold-based Vector Join (2026)
  Kyoungmin Kim et al.
  1.72
• A Super Fast K-means for Indexing Vector Embeddings (2026)
  Leonardo Kuffo et al.
  1.72
• C-kNN-LSH: A Nearest-Neighbor Algorithm for Sequential Counterfactual Inference (2026)
  Jing Wang et al.
  1.67
• RISK: Efficiently processing rich spatial-keyword queries on encrypted geo-textual data (2026)
  Zhen Lv et al.
  1.67
• Recommendation Algorithms: A Comparative Study in Movie Domain (2026)
  Rohit Chivukula et al.
  1.67
• Vector Search for the Future: From Memory-Resident, Static Heterogeneous Storage, to Cloud-Native Architectures (2026)
  Yitong Song et al.
  1.61
• Attention in Geometry: Scalable Spatial Modeling via Adaptive Density Fields and FAISS-Accelerated Kernels (2026)
  Zhaowen Fan
  1.61
• Vextra: A Unified Middleware Abstraction for Heterogeneous Vector Database Systems (2026)
  Chandan Suri et al.
  1.61
• LLMs Meet Isolation Kernel: Lightweight, Learning-free Binary Embeddings for Fast Retrieval (2026)
  Zhibo Zhang et al.
  1.61
• Sum Estimation via Vector Similarity Search (2026)
  Stephen Mussmann et al.
  1.61
• Kd-tree Based Wasserstein Distance Approximation for High-Dimensional Data (2026)
  Kanata Teshigawara et al.
  1.61
• LLM-powered Real-time Patent Citation Recommendation for Financial Technologies (2026)
  Tianang Deng et al.
  1.61
• From HNSW To Information-theoretic Binarization: Rethinking The Architecture Of Scalable Vector Search (2025)
  Seyed Moein Abtahi, Majid Fekri, Tara Khani, et al.
  1.61
• Separating Semantic Expansion From Linear Geometry For Pubmed-scale Vector Search (2025)
  Rob Koopman
  1.61
• Fully Dynamic Algorithms for Chamfer Distance (2025)
  Gramoz Goranci et al.
  1.56
• Generative vector search to improve pathology foundation models across multimodal vision-language tasks (2025)
  Markus Ekvall et al.
  1.56
• All-in-one Graph-based Indexing for Hybrid Search on GPUs (2025)
  Zhonggen Li et al.
  1.50