Publications

19 results for Andrea Giovannini

DataKernelBench: Can LLMs Optimize Database Queries on GPUs?
- - Gokul Kumar
  - Yotam Perlitz
  - et al.
- 2026
- EMNLP 2026
Paper
Automated Operator Fusion for GPU-Accelerated SQL: Generation and Evolutionary Refinement
- - Corey Liam Lammie
  - Yotam Perlitz
  - et al.
- 2026
- VLDB 2026
Workshop paper
Efficient Context Retrieval for Data-Centric Agents over Heterogeneous Sources
- - Robin Oester
  - Andrea Giovannini
- 2026
- VLDB 2026
Workshop
Unified lookup tables: training foundation models on encoded data
- - Nikita Janakarajan
  - Irina Espejo Morales
  - et al.
- 2025
- Machine Learning Science and Technology
Paper
Bootstrapping Learned Cost Models with Synthetic SQL Queries
- - Michael Nidd
  - Christoph Miksovic Czasch
  - et al.
- 2025
- VLDB 2025
Workshop paper
Unified Lookup Tables: Privacy-Preserving Foundation Models
- - Nikita Janakarajan
  - Irina Espejo Morales
  - et al.
- 2024
- NeurIPS 2024
Workshop paper
Generative feature-driven image replay for continual learning
- - Kevin Thandiackal
  - Tiziano Portenier
  - et al.
- 2024
- Image and Vision Computing
Paper
Multimodal foundation models for more reproducible scientific experimentation and data capture
- - Patrick Ruch
  - Gianmarco Gabrieli
  - et al.
- 2024
- Future Labs Live 2024
Invited talk
Fusing modalities by multiplexed graph neural networks for outcome prediction from medical data and beyond
- - Niharika S. D‘Souza
  - Hongzhi Wang
  - et al.
- 2024
- Medical Image Analysis
Paper
Activity recognition in scientific experimentation using multimodal visual encoding
- - Gianmarco Gabrieli
  - Irina Espejo Morales
  - et al.
- 2024
- Digital Discovery
Paper