Publications

My research centers on model merging and uncertainty estimation in Large Language Models, with a focus on developing efficient, robust methods.

---

2026

Spilled Energy in Large Language Models

Adrian Robert Minut, Hazem Dewidar, Iacopo Masi.
ICLR 2026
Paper | Code

---

2025

Mergenetic: a Simple Evolutionary Model Merging Library

Adrian Robert Minut*, Tommaso Mencattini*, Andrea Santilli, Donato Crisostomi, Emanuele Rodolà.
ACL 2025 (System Demonstrations)
Paper | Library

MERGE$^3$: Efficient Evolutionary Merging on Consumer-grade GPUs

Tommaso Mencattini*, Adrian Robert Minut*, Donato Crisostomi, Andrea Santilli, Emanuele Rodolà.
ICML 2025
Paper | Code

---

* denotes equal contribution.

For a complete and up-to-date list of citations, please visit my Google Scholar profile.