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📄 Publications

Some of my publications, with all the links you need to read them, reproduce them, or just be curious about them.

Read the blog post about my thesis: Efficient SAM2

2026

Perseus: Faster FHE Transformer Inference via Complex-Packing and Sparse Bootstraps
Alessandro Zirilli , 

Davide Marincione

, 

Evgenios M. Kornaropoulos

, 

Giuseppe Ateniese

, 

Emanuele Rodolà

·1 min
HEAT: Faster Fully Homomorphic Inference via Approximations-Weights Co-Adaptation
Alessandro Zirilli , 

Davide Marincione

, 

Evgenios M. Kornaropoulos

, 

Giuseppe Ateniese

, 

Emanuele Rodolà

·2 mins
Zero-Shot Quantization via Weight-Space Arithmetic

Daniele Solombrino

, 

Antonio Andrea Gargiulo

, 

Adrian Robert Minut

, 

Luca Zhou

,  Alessandro Zirilli , 

Emanuele Rodolà

·1 min

2025

MASS: MoErging through Adaptive Subspace Selection

Donato Crisostomi

,  Alessandro Zirilli , 

Antonio Andrea Gargiulo

, 

Maria Sofia Bucarelli

, 

Simone Scardapane

, 

Fabrizio Silvestri

, 

Iacopo Masi

, 

Emanuele Rodolà

·1 min