Billion-scale similarity search with GPUs

IEEE Transactions on Big Data (TBD), 2017

28 February 2017

Papers citing "Billion-scale similarity search with GPUs"

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Title
Retrieval-Augmented Multimodal Depression Detection Ruibo Hou Shiyu Teng Jiaqing Liu Shurong Chai Yinhao Li Lanfen Lin Yen-Wei Chen RALM 126 0 0 29 Oct 2025
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AttnCache: Accelerating Self-Attention Inference for LLM Prefill via Attention CacheIACR Cryptology ePrint Archive (IACR ePrint), 2025 Dinghong Song Yuan Feng Y. Wang S. Chen Cyril Guyot F. Blagojevic Hyeran Jeon Pengfei Su Dong Li 179 0 0 29 Oct 2025
Category-Aware Semantic Caching for Heterogeneous LLM Workloads Chen Wang Xunzhuo Liu Yue Zhu Alaa Youssef Priya Nagpurkar Huamin Chen 81 0 0 29 Oct 2025
Iterative Critique-Refine Framework for Enhancing LLM Personalization Durga Prasad Maram Dhruvin Gandhi Z. Yao Gayathri Akkinapalli Franck Dernoncourt Yu Wang Ryan Rossi Nesreen K. Ahmed 112 0 0 28 Oct 2025
DualCap: Enhancing Lightweight Image Captioning via Dual Retrieval with Similar Scenes Visual Prompts Binbin Li Guimiao Yang Zisen Qi Haiping Wang Yu Ding VLM 315 0 0 28 Oct 2025
ChessQA: Evaluating Large Language Models for Chess Understanding Qianfeng Wen Zhenwei Tang Ashton Anderson ELM LRM 185 1 0 28 Oct 2025
Talk2Ref: A Dataset for Reference Prediction from Scientific Talks Frederik Broy Maike Züfle Jan Niehues 60 0 0 28 Oct 2025
SwiftEmbed: Ultra-Fast Text Embeddings via Static Token Lookup for Real-Time Applications Edouard Lansiaux 117 0 0 27 Oct 2025
FAIR-RAG: Faithful Adaptive Iterative Refinement for Retrieval-Augmented Generation Mohammad Aghajani Asl Majid Asgari-Bidhendi B. Minaei-Bidgoli 88 1 0 25 Oct 2025
Large Language Models Meet Text-Attributed Graphs: A Survey of Integration Frameworks and Applications Guangxin Su Hanchen Wang Jianwei Wang Wenjie Zhang Ying Zhang Jian Pei 244 1 0 24 Oct 2025
Generative Reasoning Recommendation via LLMs Minjie Hong Zetong Zhou Zirun Guo Ziang Zhang Ruofan Hu Weinan Gan Jieming Zhu Zhou Zhao LRM 96 0 0 23 Oct 2025
From Answers to Guidance: A Proactive Dialogue System for Legal Documents Ashish Chouhan Michael Gertz AILaw 321 0 0 22 Oct 2025
Seed3D 1.0: From Images to High-Fidelity Simulation-Ready 3D Assets Jiashi Feng Xiu Li Jing Lin Jiahang Liu Gaohong Liu ... S. S. Wang Qianyi Wu Fan Yang J. Zhang Xuanmeng Zhang VGen 111 2 0 22 Oct 2025
LLMs as Sparse Retrievers:A Framework for First-Stage Product Search Hongru Song Yu-an Liu Ruqing Zhang Jiafeng Guo Maarten de Rijke Sen Li W. Peng Fuyu Lv Xueqi Cheng 143 0 0 21 Oct 2025
Beyond Single Images: Retrieval Self-Augmented Unsupervised Camouflaged Object Detection Ji Du Xin Wang Fangwei Hao Mingyang Yu Chunyuan Chen Jiesheng Wu Bin Wang Jing Xu Ping Li 180 0 0 21 Oct 2025
Med-VRAgent: A Framework for Medical Visual Reasoning-Enhanced Agents Guangfu Guo Xiaoqian Lu Yue Feng LRM 176 0 0 21 Oct 2025
Zero-Shot Vehicle Model Recognition via Text-Based Retrieval-Augmented Generation Wei-Chia Chang Yan-Ann Chen VLM 44 0 0 21 Oct 2025
LIME: Link-based user-item Interaction Modeling with decoupled xor attention for Efficient test time scaling Yunjiang Jiang Ayush Agarwal Yang Liu Bi Xue OffRL 110 0 0 21 Oct 2025
DVAGen: Dynamic Vocabulary Augmented Generation Wei Du Nuowei Liu Jie Wang Jiahao Kuang Tao Ji X. Wang Y. Wu 56 0 0 20 Oct 2025
Rethinking On-policy Optimization for Query Augmentation Zhichao Xu Shengyao Zhuang Xueguang Ma Bingsen Chen Yijun Tian Fengran Mo Jie Cao Vivek Srikumar RALM LRM 135 0 0 20 Oct 2025
Cross-Genre Authorship Attribution via LLM-Based Retrieve-and-Rerank Shantanu Agarwal Joel Barry Steven Fincke Scott Miller 72 0 0 19 Oct 2025
Exact Nearest-Neighbor Search on Energy-Efficient FPGA Devices Patrizio Dazzi William Guglielmo F. M. Nardini R. Perego Salvatore Trani 68 0 0 19 Oct 2025
TACLA: An LLM-Based Multi-Agent Tool for Transactional Analysis Training in Education Monika Zamojska Jarosław A. Chudziak LLMAG 120 0 0 19 Oct 2025
Blending Learning to Rank and Dense Representations for Efficient and Effective Cascades F. M. Nardini R. Perego Nicola Tonellotto Salvatore Trani 104 0 0 18 Oct 2025
Selecting and Combining Large Language Models for Scalable Code Clone Detection Muslim Chochlov Gul Aftab Ahmed James Vincent Patten Yuanhua Han Guoxian Lu David Gregg J. Buckley 125 0 0 17 Oct 2025
GRank: Towards Target-Aware and Streamlined Industrial Retrieval with a Generate-Rank Framework Yijia Sun Shanshan Huang Zhiyuan Guan Qiang Luo Ruiming Tang Kun Gai Guorui Zhou 68 0 0 17 Oct 2025
BiMax: Bidirectional MaxSim Score for Document-Level Alignment Xiaotian Wang T. Utsuro Masaaki Nagata 96 0 0 17 Oct 2025
Operationalising Extended Cognition: Formal Metrics for Corporate Knowledge and Legal Accountability Elija Perrier 53 0 0 17 Oct 2025
JEDA: Query-Free Clinical Order Search from Ambient Dialogues Praphul Singh Corey D Barrett Sumana Srivasta Amitabh Saikia Irfan Bulu Sri Gadde Krishnaram Kenthapadi 118 0 0 16 Oct 2025
Large Scale Retrieval for the LinkedIn Feed using Causal Language Models Sudarshan Srinivasa Ramanujam Antonio Alonso Saurabh Kataria Siddharth Dangi Akhilesh Gupta ... Annie Xiao Caitlin Kolb Thomas Kistler Zach Moore Hamed Firooz RALM 90 0 0 16 Oct 2025
GemiRec: Interest Quantization and Generation for Multi-Interest Recommendation Zhibo Wu Yunfan Wu Quan Liu Lin Jiang Ping Yang Yao Hu 81 0 0 16 Oct 2025
Assessing Web Search Credibility and Response Groundedness in Chat Assistants Ivan Vykopal Matúš Pikuliak Simon Ostermann Marian Simko 72 0 0 15 Oct 2025
Beyond Static LLM Policies: Imitation-Enhanced Reinforcement Learning for Recommendation Yi Zhang Lili Xie Ruihong Qiu Jiajun Liu Sen Wang OffRL 74 0 0 15 Oct 2025
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VeritasFi: An Adaptable, Multi-tiered RAG Framework for Multi-modal Financial Question Answering Zhenghan Tai Hanwei Wu Qingchen Hu Jijun Chi Hailin He ... Fengran Mo Xinyue Yu Yufei Cui Ling Zhou Xinyu Wang 109 0 0 12 Oct 2025
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EA4LLM: A Gradient-Free Approach to Large Language Model Optimization via Evolutionary Algorithms Wentao Liu Siyu Song Hao Hao Aimin Zhou 137 0 0 12 Oct 2025
Taming a Retrieval Framework to Read Images in Humanlike Manner for Augmenting Generation of MLLMs SuYang Xi Chenxi Yang Hong Ding Yiqing Ni Catherine C. Liu Yunhao Liu Chengqi Zhang LRM 98 0 0 12 Oct 2025
PrediQL: Automated Testing of GraphQL APIs with LLMs Shaolun Liu Sina Marefat Omar Tsai Yu Chen Zecheng Deng Jia Wang Mohammad A. Tayebi 93 0 0 12 Oct 2025
Context-Aware Visual Prompting: Automating Geospatial Web Dashboards with Large Language Models and Agent Self-Validation for Decision Support Haowen Xu Jose Tupayachi Xiao-Ying Yu 48 0 0 10 Oct 2025
NL2GenSym: Natural Language to Generative Symbolic Rules for SOAR Cognitive Architecture via Large Language Models Fang Yuan Junjie Zeng Yue Hu Zhengqiu Zhu Quanjun Yin Yuxiang Xie LLMAG 120 0 0 10 Oct 2025
RAG4Tickets: AI-Powered Ticket Resolution via Retrieval-Augmented Generation on JIRA and GitHub Data Mohammad Baqar 40 0 0 09 Oct 2025
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ReasonEmbed: Enhanced Text Embeddings for Reasoning-Intensive Document Retrieval Jianlyu Chen Junwei Lan Chaofan Li Defu Lian Zheng Liu RALM ReLM LRM 138 0 0 09 Oct 2025
The Effect of Attention Head Count on Transformer Approximation Penghao Yu Haotian Jiang Zeyu Bao Ruoxi Yu Qianxiao Li 40 0 0 08 Oct 2025
Evaluating Fundus-Specific Foundation Models for Diabetic Macular Edema Detection Franco Javier Arellano José Ignacio Orlando MedIm 96 0 0 08 Oct 2025
Towards Reliable Retrieval in RAG Systems for Large Legal Datasets Markus Reuter Tobias Lingenberg Rūta Liepiņa F. Lagioia Marco Lippi Giovanni Sartor Andrea Passerini Burcu Sayin AILaw RALM 216 1 0 08 Oct 2025
Relative Positioning Based Code Chunking Method For Rich Context Retrieval In Repository Level Code Completion Task With Code Language Model Imranur Rahman Md Rayhanur Rahman 61 1 0 07 Oct 2025

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Billion-scale similarity search with GPUs

Papers citing "Billion-scale similarity search with GPUs"