Continuous-Time Functional Diffusion Processes. - Giulio Franzese; Giulio Corallo; Simone Rossi 001; Markus Heinonen; Maurizio Filippone; Pietro Michiardi (NeurIPS, 2023)

Finch: Prompt-guided Key-Value Cache Compression. - Giulio Corallo; Paolo Papotti (CoRR, 2024)

Latent Abstractions in Generative Diffusion Models. - Giulio Franzese; Mattia Martini; Giulio Corallo; Paolo Papotti; Pietro Michiardi (CoRR, 2024)

FINCH: Prompt-guided Key-Value Cache Compression for Large Language Models. - Giulio Corallo; Paolo Papotti (Trans. Assoc. Comput. Linguistics, 2024)

Beyond RAG: Task-Aware KV Cache Compression for Comprehensive Knowledge Reasoning. - Giulio Corallo; Orion Weller; Fabio Petroni; Paolo Papotti (CoRR, 2025)

A Word is Worth 4-bit: Efficient Log Parsing with Binary Coded Decimal Recognition. - Prerak Srivastava; Giulio Corallo; Sergey Rybalko (CoRR, 2025)