Projects

A statistical first-principles insight reduced the computational cost of a class of LLM watermarking schemes, replacing a slow shuffle with a fast parallel per-token operation.

JRC · 2025–present
LLM watermarking
LLM watermarking research: detection, robustness, and attribution of AI-generated text.
- Flip, Don’t Shuffle: Watermarking LLMs at the Speed of Inference · arXiv · EMNLP 2026
JRC · 2025–present
AI-assisted forensic analysis
AI applied to forensic techniques for criminal investigations.
JRC · 2025–present
Agentic workflows and co-agent systems
Research into agentic workflow design and human-agent collaboration.

Past work

UniMI · 2020–2024 · PhD Thesis
Disc dynamics in hierarchical stellar systems
How do accretion discs behave around stars in binary and triple systems? Three first-author papers in MNRAS and A&A, combining 3D SPH simulations and analytical modelling.
- Accretion rates in hierarchical triple systems with discs · MNRAS 2022
- Precession and polar alignment of accretion discs in triple (or multiple) stellar systems · MNRAS 2023
- Probing initial distributions of orbital eccentricity and disc misalignment via polar discs · A&A 2024

First-author publications

Year	Title	Venue	Links
2026	Flip, Don’t Shuffle: Watermarking LLMs at the Speed of Inference	EMNLP 2026	arXiv
2024	Probing initial distributions of orbital eccentricity and disc misalignment via polar discs	A&A	arXiv · A&A
2023	Precession and polar alignment of accretion discs in triple (or multiple) stellar systems	MNRAS	arXiv · MNRAS
2022	Accretion rates in hierarchical triple systems with discs	MNRAS	arXiv · MNRAS

Full list: Google Scholar

Current work ● active

Past work

First-author publications#

First-author publications