ICML 2025 Workshop VecDB Submissions

Learning Filter-Aware Distance Metrics for Nearest Neighbor Search with Multiple Filters
Gopal R Srinivasa, Ananya Sutradhar, Suryansh Gupta, Ravishankar Krishnaswamy, Kirankumar Shiragur
- Published: 12 Jun 2025, Last Modified: 06 Jul 2025
- VecDB 2025
- Readers: Everyone
$\alpha$-Reachable Graphs for Multi-vector Nearest Neighbor Search
Siddharth Gollapudi, Ravishankar Krishnaswamy, Ben Landrum, Nikhil Rao, Kirankumar Shiragur, Sandeep Silwal, Harsh Wardhan
- Published: 12 Jun 2025, Last Modified: 06 Jul 2025
- VecDB 2025
- Readers: Everyone
LEANN: A Low-Storage Vector Index for Personal Devices
Yichuan Wang, Shu Liu, Zhifei Li, Yongji Wu, Ziming Mao, Yilong Zhao, Xiao Yan, Zhiying Xu, Yang Zhou, Ion Stoica, Sewon Min, Matei Zaharia, Joseph E. Gonzalez
- Published: 12 Jun 2025, Last Modified: 06 Jul 2025
- VecDB 2025
- Readers: Everyone
Scaling Laws for Nearest Neighbor Search
Philip Sun, Felix Chern, Yaroslav Akhremtsev, Ruiqi Guo, David Simcha, Sanjiv Kumar
- Published: 12 Jun 2025, Last Modified: 06 Jul 2025
- VecDB 2025
- Readers: Everyone
Accurate and Efficient Metadata Filtering in Pinecone’s Serverless Vector Database
Amir Ingber, Edo Liberty
- Published: 12 Jun 2025, Last Modified: 06 Jul 2025
- VecDB 2025
- Readers: Everyone
Exploiting Sparsity for Long Context Inference: Million Token Contexts on Commodity GPUs
Ryan Synk, Monte Hoover, John Kirchenbauer, Neel Jain, Alex Stein, Manli Shu, Josue Melendez Sanchez, Ramani Duraiswami, Tom Goldstein
- Published: 12 Jun 2025, Last Modified: 06 Jul 2025
- VecDB 2025
- Readers: Everyone
Entropy-Based Dynamic Hybrid Retrieval for Adaptive Query Weighting in RAG Pipelines
John Richard Perez, James Yuncheng Zhou, Radley Le, Alexander Menchtchikov, Ryan Lagasse
- Published: 12 Jun 2025, Last Modified: 06 Jul 2025
- VecDB 2025
- Readers: Everyone
The RaBitQ Library
Jianyang Gao, Yutong Gou, Yuexuan Xu, Jifan Shi, Zhonghao Yang, Cheng Long
- Published: 12 Jun 2025, Last Modified: 06 Jul 2025
- VecDB 2025
- Readers: Everyone
Rewrite-to-Rank: Optimizing Ad Visibility via Retrieval-Aware Text Rewriting
Chloe Ho, Ishneet Sukhvinder Singh, Diya Sharma, Tanvi Reddy Anumandla, Kevin Zhu, Michael Lu, Vasu Sharma
- Published: 12 Jun 2025, Last Modified: 06 Jul 2025
- VecDB 2025
- Readers: Everyone
A Bi-metric Framework for Efficient Nearest Neighbor Search
Haike Xu, Piotr Indyk, Sandeep Silwal
- Published: 12 Jun 2025, Last Modified: 06 Jul 2025
- VecDB 2025
- Readers: Everyone
Vector Data Search with Sorting Transformation
Hongzhi Wang, Tanveer F Syeda-Mahmood
- Published: 12 Jun 2025, Last Modified: 06 Jul 2025
- VecDB 2025
- Readers: Everyone
Graph-Based Vector Search: An Experimental Evaluation of the State-of-the-Art
Ilias Azizi, Karima Echihabi, Themis Palpanas, Vassilis Christophides
- Published: 12 Jun 2025, Last Modified: 06 Jul 2025
- VecDB 2025
- Readers: Everyone
ConvSearch-R1: Enhancing Query Reformulation for Conversational Search with Reasoning via Reinforcement Learning
Changtai Zhu, Siyin Wang, Ruijun Feng, Kai Song, Xipeng Qiu
- Published: 12 Jun 2025, Last Modified: 06 Jul 2025
- VecDB 2025
- Readers: Everyone
Don’t Lag, RAG: Training-Free Adversarial Detection Using RAG
Roie Kazoom, Raz Lapid, Moshe Sipper, Ofer Hadar
- Published: 12 Jun 2025, Last Modified: 06 Jul 2025
- VecDB 2025
- Readers: Everyone
IVF$^{2}$ Index: Fusing Classic and Spatial Inverted Indices for Fast Filtered ANNS
Ben Landrum, Magdalen Dobson Manohar, Mazin Karjikar, Laxman Dhulipala
- Published: 12 Jun 2025, Last Modified: 06 Jul 2025
- VecDB 2025
- Readers: Everyone
FrugalRAG: Learning to retrieve and reason for multi-hop QA
Abhinav Java, Srivathsan Koundinyan, Nagarajan Natarajan, Amit Sharma
- Published: 12 Jun 2025, Last Modified: 06 Jul 2025
- VecDB 2025
- Readers: Everyone
Scalable k-Means Clustering for Large k via Seeded Approximate Nearest-Neighbor Search
Eliot W. Robson, Jack Spalding-Jamieson, Da Wei Zheng
- Published: 12 Jun 2025, Last Modified: 06 Jul 2025
- VecDB 2025
- Readers: Everyone
Enhancing Retrieval Systems with Inference-Time Logical Reasoning
Felix Faltings, Wei Wei, Yujia Bao
- Published: 12 Jun 2025, Last Modified: 06 Jul 2025
- VecDB 2025
- Readers: Everyone
DistributedANN: Efficient Scaling of a Single DiskANN Graph Across Thousands of Computers
Philip Adams, Menghao Li, Shi Zhang, Li Tan, Qi Chen, Mingqin Li, Zengzhong Li, Knut Magne Risvik, Harsha Vardhan simhadri
- Published: 12 Jun 2025, Last Modified: 06 Jul 2025
- VecDB 2025
- Readers: Everyone
Down with the Hierarchy: The ‘H’ in HNSW Stands for “Hubs”
Blaise Munyampirwa, Vihan Lakshman, Benjamin Coleman
- Published: 12 Jun 2025, Last Modified: 06 Jul 2025
- VecDB 2025
- Readers: Everyone
Unified Multimodal Interleaved Document Representation for Retrieval
Jaewoo Lee, Joonho Ko, Jinheon Baek, Soyeong Jeong, Sung Ju Hwang
- Published: 12 Jun 2025, Last Modified: 06 Jul 2025
- VecDB 2025
- Readers: Everyone