Efficient and robust approximate nearest neighbor search using Hierarchical Navigable Small World graphs

30 March 2016

Papers citing "Efficient and robust approximate nearest neighbor search using Hierarchical Navigable Small World graphs"

28 / 28 papers shown

Title
HASH-RAG: Bridging Deep Hashing with Retriever for Efficient, Fine Retrieval and Augmented Generation Jinyu Guo Xunlei Chen Qiyang Xia Zhaokun Wang Jie Ou Libo Qin Shunyu Yao Wenhong Tian 69 0 0 22 May 2025
TARGET: Benchmarking Table Retrieval for Generative Tasks Xingyu Ji Parker Glenn Aditya G. Parameswaran Madelon Hulsebos LMTD RALM 73 1 0 14 May 2025
Subspace Aggregation Query and Index Generation for Multidimensional Resource Space Model Xiaoping Sun Hai Zhuge 16 0 0 04 May 2025
LIRA: A Learning-based Query-aware Partition Framework for Large-scale ANN Search Ximu Zeng Liwei Deng Penghao Chen Xu Chen Han Su Kai Zheng 57 0 0 30 Mar 2025
MOHPER: Multi-objective Hyperparameter Optimization Framework for E-commerce Retrieval System Jungbae Park Heonseok Jang 120 0 0 07 Mar 2025
InfoSEM: A Deep Generative Model with Informative Priors for Gene Regulatory Network Inference Tianyu Cui Song-Jun Xu Artem Moskalev Shuwei Li Tommaso Mansi Mangal Prakash Rui Liao BDL 113 2 0 06 Mar 2025
SePer: Measure Retrieval Utility Through The Lens Of Semantic Perplexity Reduction Lu Dai Yijie Xu Jinhui Ye Hao Liu Hui Xiong 3DV RALM 134 2 0 03 Mar 2025
Model Lakes Koyena Pal David Bau Renée J. Miller 111 0 0 24 Feb 2025
A Survey of Model Architectures in Information Retrieval Zhichao Xu Fengran Mo Zhiqi Huang Crystina Zhang Puxuan Yu Bei Wang Jimmy J. Lin Vivek Srikumar KELM 3DV 103 2 0 21 Feb 2025
Graph-Based Vector Search: An Experimental Evaluation of the State-of-the-Art Ilias Azizi Karima Echihabi Themis Palpanas 76 7 0 08 Feb 2025
On Storage Neural Network Augmented Approximate Nearest Neighbor Search Taiga Ikeda Daisuke Miyashita J. Deguchi 58 0 0 23 Jan 2025
Dual-Branch HNSW Approach with Skip Bridges and LID-Driven Optimization Hy Nguyen Nguyen Hung Nguyen Nguyen Linh Bao Nguyen Srikanth Thudumu Hung Du Rajesh Vasa K. Mouzakis 39 0 0 23 Jan 2025
Data Science Students Perspectives on Learning Analytics: An Application of Human-Led and LLM Content Analysis Raghda Zahran Jianfei Xu Huizhi Liang Matthew Forshaw 68 0 0 22 Jan 2025
Lossless Compression of Vector IDs for Approximate Nearest Neighbor Search Daniel de Souza Severo Giuseppe Ottaviano Matthew Muckley Karen Ullrich Matthijs Douze MQ 75 0 0 16 Jan 2025
RetrievalAttention: Accelerating Long-Context LLM Inference via Vector Retrieval Di Liu Meng Chen Baotong Lu Huiqiang Jiang Zhenhua Han ... Kai Zhang Chong Chen Fan Yang Yue Yang Lili Qiu 84 36 0 03 Jan 2025
Down with the Hierarchy: The 'H' in HNSW Stands for "Hubs" Blaise Munyampirwa V. Lakshman Benjamin Coleman 100 2 0 02 Dec 2024
Annotative Indexing Charles L. A. Clarke 54 0 0 09 Nov 2024
Human-inspired Perspectives: A Survey on AI Long-term Memory Zihong He Weizhe Lin Hao Zheng Fan Zhang Matt Jones Laurence Aitchison X. Xu Miao Liu Per Ola Kristensson Junxiao Shen 110 2 0 01 Nov 2024
GraphEx: A Graph-based Extraction Method for Advertiser Keyphrase Recommendation Ashirbad Mishra Soumik Dey Marshall Wu Jinyu Zhao He Yu Kaichen Ni Binbin Li Kamesh Madduri 69 3 0 05 Sep 2024
An Embedding is Worth a Thousand Noisy Labels Francesco Di Salvo Sebastian Doerrich Ines Rieger Christian Ledig NoLa 92 0 0 26 Aug 2024
Navigable Graphs for High-Dimensional Nearest Neighbor Search: Constructions and Limits Haya Diwan Jinrui Gou Cameron Musco Christopher Musco Torsten Suel 42 1 0 29 May 2024
From Matching to Generation: A Survey on Generative Information Retrieval Xiaoxi Li Jiajie Jin Yujia Zhou Yuyao Zhang Peitian Zhang Yutao Zhu Zhicheng Dou 3DV 116 50 0 23 Apr 2024
MemLLM: Finetuning LLMs to Use An Explicit Read-Write Memory Ali Modarressi Abdullatif Köksal Ayyoob Imani Mohsen Fayyaz Hinrich Schütze KELM 128 10 0 17 Apr 2024
AiSAQ: All-in-Storage ANNS with Product Quantization for DRAM-free Information Retrieval Kento Tatsuno Daisuke Miyashita Taiga Ikeda Kiyoshi Ishiyama Kazunari Sumiyoshi J. Deguchi 42 3 0 09 Apr 2024
The Faiss library Matthijs Douze Alexandr Guzhva Chengqi Deng Jeff Johnson Gergely Szilvasy Pierre-Emmanuel Mazaré Maria Lomeli Lucas Hosseini Hervé Jégou 110 157 0 16 Jan 2024
Optimizing Context-Enhanced Relational Joins Viktor Sanca Manos Chatzakis Anastasia Ailamaki 59 2 0 03 Dec 2023
Chameleon: a Heterogeneous and Disaggregated Accelerator System for Retrieval-Augmented Language Models Wenqi Jiang Marco Zeller R. Waleffe Torsten Hoefler Gustavo Alonso 83 15 0 15 Oct 2023
Polysemous codes Matthijs Douze Hervé Jégou Florent Perronnin MQ 21 57 0 07 Sep 2016