Billion-scale similarity search with GPUs

IEEE Transactions on Big Data (TBD), 2017

28 February 2017

Papers citing "Billion-scale similarity search with GPUs"

50 / 2,112 papers shown

Title
Empowering Tabular Data Preparation with Language Models: Why and How? M. Ben-Chen Yuxiang Sun Tengchao Li Jianwei Wang Kai Wang Xuemin Lin Ying Zhang Wenjie Zhang LMTD 100 1 0 03 Aug 2025
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Causal2Vec: Improving Decoder-only LLMs as Versatile Embedding Models Ailiang Lin Zhuoyun Li Kotaro Funakoshi Manabu Okumura 134 0 0 31 Jul 2025
Enhanced Arabic Text Retrieval with Attentive Relevance Scoring Salah Eddine Bekhouche Azeddine Benlamoudi Yazid Bounab Fadi Dornaika Abdenour Hadid 98 1 0 31 Jul 2025
Retrieve-Augmented Generation for Speeding up Diffusion Policy without Additional Training Sodtavilan Odonchimed T. Matsushima Simon Holk Yusuke Iwasawa Yutaka Matsuo 125 0 0 29 Jul 2025
Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition Andy Zou Maxwell Lin Eliot Krzysztof Jones Micha Nowak Mateusz Dziemian ... Nate Burnikell Yarin Gal Dan Hendrycks J. Zico Kolter Matt Fredrikson LLMAG AAML ELM 144 6 0 28 Jul 2025
DmC: Nearest Neighbor Guidance Diffusion Model for Offline Cross-domain Reinforcement Learning Linh Le Pham Van Minh Hoang Nguyen D. Kieu Hung Le Hung The Tran Sunil R. Gupta DiffM 198 2 0 28 Jul 2025
Structured Relevance Assessment for Robust Retrieval-Augmented Language Models Aryan Raj Astitva Veer Garg Anitha D HILM KELM 148 0 0 28 Jul 2025
Games Agents Play: Towards Transactional Analysis in LLM-based Multi-Agent Systems Monika Zamojska Jarosław A. Chudziak 137 0 0 28 Jul 2025
Prescriptive Agents based on RAG for Automated Maintenance (PARAM) Chitranshu Harbola A. Purwar 72 1 0 28 Jul 2025
Beyond Nearest Neighbors: Semantic Compression and Graph-Augmented Retrieval for Enhanced Vector Search Rahul Raja A. Vats 129 0 0 25 Jul 2025
Safeguarding RAG Pipelines with GMTP: A Gradient-based Masked Token Probability Method for Poisoned Document DetectionAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 San Kim Jonghwi Kim Yejin Jeon G. G. Lee 171 1 0 24 Jul 2025
Content-based 3D Image Retrieval and a ColBERT-inspired Re-ranking for Tumor Flagging and Staging Farnaz Khun Jush Steffen Vogler Matthias Lenga 237 0 0 23 Jul 2025
Fast and Scalable Gene Embedding Search: A Comparative Study of FAISS and ScaNN Mohammad Saleh Refahi Gavin Hearne Harrison Muller Kieran Lynch B. Sokhansanj James R. Brown G. Rosen 64 0 0 22 Jul 2025
Reading Between the Timelines: RAG for Answering Diachronic Questions Kwun Hang Lau Ruiyuan Zhang Weijie Shi Xiaofang Zhou Xiaojun Cheng RALM 181 2 0 21 Jul 2025
EchoVoices: Preserving Generational Voices and Memories for Seniors and Children Haiying Xu Haoze Liu Mingshi Li Siyu Cai Guangxuan Zheng Yuhuang Jia Jinghua Zhao Yong Qin 98 1 0 21 Jul 2025
GREAT: Guiding Query Generation with a Trie for Recommending Related Search about Video at Kuaishou Ninglu Shao Jinshan Wang C. Wang Qingbiao Li Xiaoxue Zang Han Li 77 0 0 21 Jul 2025
Text2VectorSQL: Towards a Unified Interface for Vector Search and SQL Queries Zhengren Wang D. Yao Bozhou Li Dongsheng Ma Bo Li Zhiyu Li Feiyu Xiong Bin Cui Linpeng Tang W. Zhang 98 0 0 29 Jun 2025
REIS: A High-Performance and Energy-Efficient Retrieval System with In-Storage ProcessingInternational Symposium on Computer Architecture (ISCA), 2025 Kangqi Chen Andreas Kosmas Kakolyris Rakesh Nadig Manos Frouzakis Nika Mansouri-Ghiasi Yu Liang Haiyu Mao Mohammad Sadrosadati Mohammad Sadrosadati Onur Mutlu RALM 229 0 0 19 Jun 2025
SCISSOR: Mitigating Semantic Bias through Cluster-Aware Siamese Networks for Robust Classification Shuo Yang Bardh Prenkaj Gjergji Kasneci 276 1 0 17 Jun 2025
Refining music sample identification with a self-supervised graph neural network Aditya Bhattacharjee Ivan Meresman Higgs Mark Sandler Emmanouil Benetos 180 1 0 17 Jun 2025
Assessing the Performance Gap Between Lexical and Semantic Models for Information Retrieval With Formulaic Legal Language Larissa Mori Carlos Sousa de Oliveira Yuehwern Yih Mario Ventresca AILaw RALM ELM 119 1 0 15 Jun 2025
How Grounded is Wikipedia? A Study on Structured Evidential Support and Retrieval William Walden Kathryn Ricci Miriam Wanner Zhengping Jiang Chandler May Rongkun Zhou Benjamin Van Durme HILM 136 0 0 14 Jun 2025
KEENHash: Hashing Programs into Function-Aware Embeddings for Large-Scale Binary Code Similarity Analysis Zhijie Liu Qiyi Tang Sen Nie Sen Nie Liang Feng Zhang Yutian Tang 135 3 0 13 Jun 2025
Constructing and Evaluating Declarative RAG Pipelines in PyTerrierAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025 Craig Macdonald Jinyuan Fang Andrew Parry Zaiqiao Meng AI4TS 283 3 0 12 Jun 2025
VAT-KG: Knowledge-Intensive Multimodal Knowledge Graph Dataset for Retrieval-Augmented Generation Hyeongcheol Park Jiyoung Seo MinHyuk Jang Hogun Park Ha Dam Baek Gyusam Chang Hyeonsoo Im Sangpil Kim 264 2 0 11 Jun 2025
RAISE: Enhancing Scientific Reasoning in LLMs via Step-by-Step Retrieval Minhae Oh Jeonghye Kim Nakyung Lee Donggeon Seo Taeuk Kim Jungwoo Lee ReLM LRM 186 0 0 10 Jun 2025
Cosmos-Drive-Dreams: Scalable Synthetic Driving Data Generation with World Foundation Models Xuanchi Ren Y. Lu Tianshi Cao Ruiyuan Gao S. Huang ... Jun Gao Laura Leal-Taixe Mike Chen Sanja Fidler Huan Ling VGen 307 0 0 10 Jun 2025
Protriever: End-to-End Differentiable Protein Homology Search for Fitness Prediction Ruben Weitzman Peter Mørch Groth Lood Van Niekerk Aoi Otani Y. Gal D. Marks Pascal Notin 132 5 0 10 Jun 2025
When Simple Model Just Works: Is Network Traffic Classification in Crisis? Kamil Jeřábek Jan Luxemburk Richard Plný Josef Koumar Jaroslav Pesek Karel Hynek 130 1 0 10 Jun 2025
CuRe: Cultural Gaps in the Long Tail of Text-to-Image Systems Aniket Rege Zinnia Nie Mahesh Ramesh Unmesh Raskar Zhuoran Yu Aditya Kusupati Yong Jae Lee Ramya Korlakai Vinayak 229 4 0 09 Jun 2025
No Stupid Questions: An Analysis of Question Query Generation for Citation Recommendation Brian D. Zimmerman Julien Aubert-Béduchaud Florian Boudin Akiko Aizawa Olga Vechtomova 110 0 0 09 Jun 2025
The State-of-the-Art in Lifelog Retrieval: A Review of Progress at the ACM Lifelog Search Challenge Workshop 2022-24 Allie Tran Werner Bailer Duc-Tien Dang-Nguyen Graham Healy Steve Hodges ... Luca Rossetto Klaus Schoeffmann Minh-Triet Tran Lucia Vadicamo C. Gurrin 139 5 0 07 Jun 2025
Graph Counselor: Adaptive Graph Exploration via Multi-Agent Synergy to Enhance LLM ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Junqi Gao Xiang Zou YIng Ai Dong Li Yichen Niu Biqing Qi Jianxing Liu 173 3 0 04 Jun 2025
Product Quantization for Surface Soil Similarity Haley Dozier Althea Henslee Ashley Abraham Andrew Strelzoff Mark Chappell 172 0 0 03 Jun 2025
Contrast & Compress: Learning Lightweight Embeddings for Short Trajectories Abhishek Vivekanandan Christian Hubschneider J. M. Zöllner 138 0 0 03 Jun 2025
AdaRewriter: Unleashing the Power of Prompting-based Conversational Query Reformulation via Test-Time Adaptation Yilong Lai Jialong Wu Zhenglin Wang Deyu Zhou 189 0 0 02 Jun 2025
GARLIC: GAussian Representation LearnIng for spaCe partitioning Panagiotis Rigas Panagiotis Drivas Charalambos Tzamos Ioannis Chamodrakas George Ioannakis Leonidas Guibas Ioannis Emiris VLM 230 0 0 30 May 2025
Position: The Future of Bayesian Prediction Is Prior-Fitted Samuel G. Müller Arik Reuter Noah Hollmann David Rügamer Katharina Eggensperger 162 4 0 29 May 2025
Deep Retrieval at CheckThat! 2025: Identifying Scientific Papers from Implicit Social Media Mentions via Hybrid Retrieval and Re-Ranking Pascal Sager Ashwini Kamaraj Benjamin Grewe Thilo Stadelmann 190 1 0 29 May 2025
Safeguarding Privacy of Retrieval Data against Membership Inference Attacks: Is This Query Too Close to Home?Conference on Empirical Methods in Natural Language Processing (EMNLP), 2025 Yujin Choi Youngjoo Park Junyoung Byun Jaewook Lee Jinseong Park AAML 215 1 0 28 May 2025
Fast Feature Matching of UAV Images via Matrix Band Reduction-based GPU Data Schedule San Jiang Kan You Wanshou Jiang Qingquan Li 169 0 0 28 May 2025
Towards a More Generalized Approach in Open Relation ExtractionAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Qing Wang Yuepei Li Qiao Qiao Kang Zhou Qi Li NAI 154 1 0 28 May 2025
ReSCORE: Label-free Iterative Retriever Training for Multi-hop Question Answering with Relevance-Consistency SupervisionAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Dosung Lee Wonjun Oh Boyoung Kim Minyoung Kim Joonsuk Park Paul Hongsuck Seo LRM 132 1 0 27 May 2025
Diagnosing and Resolving Cloud Platform Instability with Multi-modal RAG LLMs Yifan Wang Kenneth P. Birman 306 1 0 27 May 2025
MA-RAG: Multi-Agent Retrieval-Augmented Generation via Collaborative Chain-of-Thought Reasoning Thang Nguyen Peter Chin Yu-Wing Tai LRM 372 11 0 26 May 2025
R3-RAG: Learning Step-by-Step Reasoning and Retrieval for LLMs via Reinforcement Learning Yuan Li Qi Luo Xiaonan Li B. Li Qinyuan Cheng Bo Wang Y. Zheng Yuxin Wang Zhangyue Yin Xipeng Qiu RALM LRM 301 2 0 26 May 2025
Optimized Text Embedding Models and Benchmarks for Amharic Passage RetrievalAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Kidist Amde Mekonnen Yosef Worku Alemneh Maarten de Rijke RALM 265 2 0 25 May 2025
BR-ASR: Efficient and Scalable Bias Retrieval Framework for Contextual Biasing ASR in Speech LLM Xun Gong Anqi Lv Zhiming Wang Huijia Zhu Y. Qian 144 4 0 25 May 2025
Enhancing Training Data Attribution with Representational Optimization W. Sun Haokun Liu Nikhil Kandpal Colin Raffel Yiming Yang TDI 432 1 0 24 May 2025