approximate nearest neighbor search

Disentangling Graph Dependencies for Efficient Billion-Scale GPU Vector Search OSDI 2026 The Clustering Strikes Back: Building Cost-Effective and High-Performance ANNS at Scale with Helmsman (Operational Systems) OSDI 2026 Distribution-Driven Dense Retrieval: Modeling Many-to-One Query-Document Relationship AAAI 2025 KALAHash: Knowledge-Anchored Low-Resource Adaptation for Deep Hashing AAAI 2025 LotusFilter: Fast Diverse Nearest Neighbor Search via a Learned Cutoff Table CVPR 2025 Sort Before You Prune: Improved Worst-Case Guarantees of the DiskANN Family of Graphs ICML 2025 Approximate Nearest Neighbor Search with Window Filters ICML 2024 LoRANN: Low-Rank Matrix Factorization for Approximate Nearest Neighbor Search NeurIPS 2024 MUVERA: Multi-Vector Retrieval via Fixed Dimensional Encoding NeurIPS 2024 AdANNS: A Framework for Adaptive Semantic Search NeurIPS 2023 An Efficient and Robust Framework for Approximate Nearest Neighbor Search with Attribute Constraint NeurIPS 2023 Approximate Nearest Neighbor Search through Modern Error-Correcting Codes ICLR 2023 Disentangled Representation Learning for Unsupervised Neural Quantization CVPR 2023 Fast Online Hashing with Multi-Label Projection AAAI 2023 Knowledge Distillation for High Dimensional Search Index NeurIPS 2023 Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense Retrieval (Extended Abstract) IJCAI 2023 Query-Aware Quantization for Maximum Inner Product Search AAAI 2023 Worst-case Performance of Popular Approximate Nearest Neighbor Search Implementations: Guarantees and Limitations NeurIPS 2023 A Multilabel Classification Framework for Approximate Nearest Neighbor Search NeurIPS 2022 Falconn++: A Locality-sensitive Filtering Approach for Approximate Nearest Neighbor Search NeurIPS 2022 Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense Retrieval (Extended Abstract) IJCAI 2022 CIMON: Towards High-quality Hash Codes IJCAI 2021 Improving Document Representations by Generating Pseudo Query Embeddings for Dense Retrieval ACL 2021 SPANN: Highly-efficient Billion-scale Approximate Nearest Neighborhood Search NeurIPS 2021 Understanding and Improving Proximity Graph Based Maximum Inner Product Search AAAI 2020