VLDB 2026
VQ-bench: A Composable Vector Quantization Framework
Ashwin Padaki, Amir Ingber, Edo Liberty
2026
Nearly Optimal Attention Coresets
Edo Liberty, Alexandr Andoni, Eldar Kleiner
ICML 2025
Accurate and Efficient Metadata Filtering in Pinecone’s Serverless Vector Database
Amir Ingber, Edo Liberty
SIGIR 2025
Unveiling DIME: Reproducibility, Scalability, and Formal Analysis of Dimension Importance Estimation for Dense Retrieval
Cesare Campagnano, Antonio Mallia, Fabrizio Silvestri
SIGIR 2025
Fast and Effective Early Termination for Simple Ranking Functions
Jinrui Gou, Antonio Mallia, Yifan Liu, Minghao Shao, Torsten Suel
SIGIR 2025
A Flexible Resource for Top-Weighted Comparisons Between Sets and Rankings
Alistair Moffat, Joel Mackenzie, Antonio Mallia, Matthias Petri
ECIR 2025
E2Rank: Efficient and Effective Layer-wise Reranking
Cesare Campagnano, Antonio Mallia, Jack Pertschuk, Fabrizio Silvestri
ECIR 2025
ColBERT-serve: Efficient Multi-Stage Memory-Mapped Scoring
Kaili Huang, Antonio Mallia, et al.
ECIR 2025 (Best Short Paper, Honourable Mention)
Efficient Constant-Space Multi-Vector Retrieval
Sean MacAvaney, Antonio Mallia, Nicola Tonellotto
Start building knowledgeable AI today
Create your first index for free, then pay as you go when you're ready to scale.