Giulio Corallo

PhD student, Eurecom

Joined

May 2023

Names

Giulio Corallo (Preferred)

Emails

****@eurecom.fr (Confirmed)

,

****@sap.com (Confirmed)

Personal Links

Career & Education History

PhD student

Eurecom (eurecom.fr)

2023 – 2026

MS student

Eurecom (eurecom.fr)

2020 – 2022

Undergrad student

Polytechnic Institute of Turin (polito.it)

2017 – 2020

Advisors, Relations & Conflicts

PhD Advisor

Present

Expertise

KV Cache Compression

Present

Language Modeling

Present

Efficient Methods

Present

Publications

TableKV: KV Cache Compression for In-Context Table Processing
Giulio Corallo, Elia Faure-Rolland, Miriam Lamari, Paolo Papotti
- TRL@ACL2025
- Readers: Everyone
Beyond RAG: Task-Aware KV Cache Compression for Comprehensive Knowledge Reasoning
Giulio Corallo, Orion Weller, Fabio Petroni, Paolo Papotti
- CoRR 2025
- Readers: Everyone
Latent Abstractions in Generative Diffusion Models
Giulio Franzese, Mattia Martini, Giulio Corallo, Paolo Papotti, Pietro Michiardi
- Submitted to ICLR 2025
- Readers: Everyone
Finch: Prompt-guided Key-Value Cache Compression
Giulio Corallo, Paolo Papotti
- CoRR 2024
- Readers: Everyone
FINCH: Prompt-guided Key-Value Cache Compression for Large Language Models
Giulio Corallo, Paolo Papotti
- Trans. Assoc. Comput. Linguistics 2024
- Readers: Everyone
Latent Abstractions in Generative Diffusion Models
Giulio Franzese, Mattia Martini, Giulio Corallo, Paolo Papotti, Pietro Michiardi
- CoRR 2024
- Readers: Everyone
Continuous-Time Functional Diffusion Processes
Giulio Franzese, Giulio Corallo, Simone Rossi, Markus Heinonen, Maurizio Filippone, Pietro Michiardi
- NeurIPS 2023 poster
- Readers: Everyone
Continuous-Time Functional Diffusion Processes
Giulio Franzese, Giulio Corallo, Simone Rossi, Markus Heinonen, Maurizio Filippone, Pietro Michiardi
- NeurIPS 2023
- Readers: Everyone

Co-Authors