Billion-scale similarity search with GPUs

28 February 2017

Papers citing "Billion-scale similarity search with GPUs"

50 / 1,822 papers shown

Title
Telco-oRAG: Optimizing Retrieval-augmented Generation for Telecom Queries via Hybrid Retrieval and Neural Routing Andrei-Laurentiu Bornea Fadhel Ayed Antonio De Domenico Nicola Piovesan Tareq Si Salem Ali Maatouk 7 0 0 17 May 2025
Nearest Neighbor Multivariate Time Series Forecasting Huiliang Zhang Ping Nie Lijun Sun Benoit Boulet AI4TS 4 0 0 16 May 2025
Boosting Text-to-Chart Retrieval through Training with Synthesized Semantic Insights Yifan Wu Lutao Yan Yizhang Zhu Yinan Mei Jiannan Wang Nan Tang Yuyu Luo 27 0 0 15 May 2025
Optimizing Retrieval-Augmented Generation: Analysis of Hyperparameter Impact on Performance and Efficiency Adel Ammar Anis Koubaa Omer Nacar W. Boulila RALM 3DV 40 0 0 13 May 2025
Enhancing Cache-Augmented Generation (CAG) with Adaptive Contextual Compression for Scalable Knowledge Integration Rishabh Agrawal Himanshu Kumar 21 0 0 13 May 2025
OMGM: Orchestrate Multiple Granularities and Modalities for Efficient Multimodal Retrieval Wei Yang Jingjing Fu R. Wang Jinyu Wang Lei Song Jiang Bian 24 0 0 10 May 2025
References Indeed Matter? Reference-Free Preference Optimization for Conversational Query Reformulation Doyoung Kim Youngjun Lee Joeun Kim Jihwan Bang Hwanjun Song Susik Yoon Jae-Gil Lee 31 0 0 10 May 2025
Cost-Effective, Low Latency Vector Search with Azure Cosmos DB Nitish Upreti Krishnan Sundaram Hari Sudan Sundar Samer Boshra Balachandar Perumalswamy ... Kevin Pilch Simon Moreno Aayush Kataria Vipul Vishal H. Simhadri 21 0 0 09 May 2025
VR-RAG: Open-vocabulary Species Recognition with RAG-Assisted Large Multi-Modal Models Fahad Shahbaz Khan Jun Chen Youssef Mohamed Chun-Mei Feng Mohamed Elhoseiny VLM 33 0 0 08 May 2025
Polar Coordinate-Based 2D Pose Prior with Neural Distance Field Qi Gan Sao Mai Nguyen Eric Fenaux Stephan Clémençon Mounîm El Yacoubi 3DH 57 0 0 06 May 2025
RAN Cortex: Memory-Augmented Intelligence for Context-Aware Decision-Making in AI-Native Networks Sebastian Barros AI4TS 36 0 0 06 May 2025
30DayGen: Leveraging LLMs to Create a Content Corpus for Habit Formation Franklin Zhang Sonya Zhang Alon Halevy CLL 37 0 0 02 May 2025
Efficient Recommendation with Millions of Items by Dynamic Pruning of Sub-Item Embeddings Aleksandr V. Petrov Craig MacDonald Nicola Tonellotto 36 0 0 01 May 2025
Efficient Conversational Search via Topical Locality in Dense Retrieval Cristina Ioana Muntean F. M. Nardini R. Perego Guido Rocchietti Cosimo Rulli 27 0 0 30 Apr 2025
Clustering Internet Memes Through Template Matching and Multi-Dimensional Similarity Tygo Bloem Filip Ilievski 21 0 0 30 Apr 2025
Enhancing LLM Language Adaption through Cross-lingual In-Context Pre-training Linjuan Wu Haoran Wei Huan Lin Tianhao Li Baosong Yang Weiming Lu 38 0 0 29 Apr 2025
Building Scalable AI-Powered Applications with Cloud Databases: Architectures, Best Practices and Performance Considerations Santosh Bhupathi AI4TS GNN 32 0 0 26 Apr 2025
A RAG-Based Multi-Agent LLM System for Natural Hazard Resilience and Adaptation Yangxinyu Xie Bowen Jiang Tanwi Mallick Joshua Bergerson John K Hutchison ... Robert B. Ross Yan Feng L. Levy Weijie J. Su Camillo J Taylor 32 1 0 24 Apr 2025
Intent-aware Diffusion with Contrastive Learning for Sequential Recommendation Yuanpeng Qu Hajime Nobuhara DiffM AI4TS 32 0 0 22 Apr 2025
DataS^3: Dataset Subset Selection for Specialization Neha Hulkund Alaa Maalouf Levi Cai Daniel Yang Tsun-Hsuan Wang ... Ken Goldberg Hannah Kerner Irene Chen Yogesh A. Girdhar Sara Beery 33 0 0 22 Apr 2025
From Human Memory to AI Memory: A Survey on Memory Mechanisms in the Era of LLMs Yaxiong Wu Sheng Liang Chen Zhang Yucheng Wang Wenjie Qu Huifeng Guo Ruiming Tang Yong Liu KELM 49 1 0 22 Apr 2025
ColBERT-serve: Efficient Multi-Stage Memory-Mapped Scoring Kaili Huang Thejas Venkatesh Uma Dingankar Antonio Mallia Daniel Campos ... Matei A. Zaharia Kwabena Boahen Omar Khattab Saarthak Sarup Keshav Santhanam 37 0 0 21 Apr 2025
FinSage: A Multi-aspect RAG System for Financial Filings Question Answering Xinyu Wang Jijun Chi Zhenghan Tai Tung Sum Thomas Kwok Muzhi Li ... Suyuchen Wang Yihong Wu Jerry Huang Jingrui Tian Ling Zhou 79 0 0 20 Apr 2025
From Large to Super-Tiny: End-to-End Optimization for Cost-Efficient LLMs Jiliang Ni Jiachen Pu Zhongyi Yang Kun Zhou Hui Wang Xiaoliang Xiao Dakui Wang Xin Li Jingfeng Luo Conggang Hu 37 0 0 18 Apr 2025
CSMF: Cascaded Selective Mask Fine-Tuning for Multi-Objective Embedding-Based Retrieval Hao Deng Haibo Xing Kanefumi Matsuyama Moyu Zhang Jinxin Hu Hong Wen Yu Zhang Xiaoyi Zeng Jing-Xuan Zhang 36 0 0 17 Apr 2025
CLIMB: CLustering-based Iterative Data Mixture Bootstrapping for Language Model Pre-training Shizhe Diao Yu Yang Y. Fu Xin Dong Dan Su ... Hongxu Yin M. Patwary Yingyan Jan Kautz Pavlo Molchanov 40 0 0 17 Apr 2025
Towards Lossless Token Pruning in Late-Interaction Retrieval Models Yuxuan Zong Benjamin Piwowarski 41 0 0 17 Apr 2025
Shared Disk KV Cache Management for Efficient Multi-Instance Inference in RAG-Powered LLMs Hyungwoo Lee Kihyun Kim Jinwoo Kim Jungmin So Myung-Hoon Cha H. Kim James J. Kim Youngjae Kim 37 0 0 16 Apr 2025
Efficient Distributed Retrieval-Augmented Generation for Enhancing Language Model Performance Shixuan Liu Zhenzhe Zheng Xiaoyao Huang Fan Wu Guihai Chen Jie Wu 35 0 0 15 Apr 2025
Enhancing Document Retrieval for Curating N-ary Relations in Knowledge Bases Xing David Wang Ulf Leser 31 0 0 14 Apr 2025
MURR: Model Updating with Regularized Replay for Searching a Document Stream Eugene Yang Nicola Tonellotto Dawn J Lawrie Sean MacAvaney James Mayfield Douglas W. Oard Scott Miller KELM 33 0 0 14 Apr 2025
Understanding and Optimizing Multi-Stage AI Inference Pipelines Abhimanyu Bambhaniya Hanjiang Wu Suvinay Subramanian Sudarshan Srinivasan Souvik Kundu Amir Yazdanbakhsh Suvinay Subramanian Madhu Kumar Tushar Krishna 159 0 0 14 Apr 2025
An Adaptive Vector Index Partitioning Scheme for Low-Latency RAG Pipeline Joo-Young Kim Divya Mahajan VLM 151 0 0 11 Apr 2025
Impact of Language Guidance: A Reproducibility Study Cherish Puniani Advika Sinha Shree Singhi Aayan Yadav VLM 47 0 0 10 Apr 2025
Automating quantum feature map design via large language models Kenya Sakka K. Mitarai Keisuke Fujii 33 2 0 10 Apr 2025
Decentralizing AI Memory: SHIMI, a Semantic Hierarchical Memory Index for Scalable Agent Reasoning Tooraj Helmi 26 0 0 08 Apr 2025
RETROcode: Leveraging a Code Database for Improved Natural Language to Code Generation Nathanael Beau Benoît Crabbé 31 0 0 08 Apr 2025
MicroNN: An On-device Disk-resident Updatable Vector Database Jeffrey Pound Floris Chabert Arjun Bhushan Ankur Goswami Anil Pacaci S. R. Chowdhury 26 0 0 08 Apr 2025
Unleashing the Power of LLMs in Dense Retrieval with Query Likelihood Modeling Hengran Zhang Keping Bi J. Guo Xiaojie Sun Shihao Liu Daiting Shi Dawei Yin Xueqi Cheng RALM 165 0 0 07 Apr 2025
Leveraging LLMs for Utility-Focused Annotation: Reducing Manual Effort for Retrieval and RAG Hengran Zhang Minghao Tang Keping Bi J. Guo Shihao Liu Daiting Shi Dawei Yin Xueqi Cheng 21 0 0 07 Apr 2025
Efficient Constant-Space Multi-Vector Retrieval Sean MacAvaney Antonio Mallia Nicola Tonellotto 33 1 0 02 Apr 2025
Knowledge-Base based Semantic Image Transmission Using CLIP Chongyang Li Yanmei He Tianqian Zhang Mingjian He Shouyin Liu 31 0 0 01 Apr 2025
LLM-Assisted Proactive Threat Intelligence for Automated Reasoning Shuva Paul Farhad Alemi Richard Macwan 50 1 0 01 Apr 2025
Rec-R1: Bridging Generative Large Language Models and User-Centric Recommendation Systems via Reinforcement Learning J. Lin Tian Wang Kun Qian LRM 47 2 0 31 Mar 2025
MetaCLBench: Meta Continual Learning Benchmark on Resource-Constrained Edge Devices Sijia Li Young D. Kwon Lik-Hang Lee Pan Hui 36 0 0 31 Mar 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 39 0 0 30 Mar 2025
Long-Tail Crisis in Nearest Neighbor Language Models Yuto Nishida Makoto Morishita Hiroyuki Deguchi Hidetaka Kamigaito Taro Watanabe RALM 63 0 0 28 Mar 2025
MemInsight: Autonomous Memory Augmentation for LLM Agents Rana Salama Jason (Jinglun) Cai Michelle Yuan Anna Currey Monica Sunkara Yi Zhang Yassine Benajiba LLMAG RALM 89 1 0 27 Mar 2025
GridMind: A Multi-Agent NLP Framework for Unified, Cross-Modal NFL Data Insights Jordan Chipka Chris Moyer Clay Troyer Tyler Fuelling Jeremy Hochstedler AI4CE 32 0 0 24 Mar 2025
Training-Free Personalization via Retrieval and Reasoning on Fingerprints Deepayan Das Davide Talon Yiming Wang Massimiliano Mancini Elisa Ricci VLM LRM 50 0 0 24 Mar 2025