Luigi Quarantiello

PhD student, Department of Computer Science, Universita' di Pisa, University of Pisa

Joined

September 2024

Names

Luigi Quarantiello (Preferred)

Emails

****@phd.unipi.it (Confirmed)

,

****@gmail.com (Confirmed)

Personal Links

Career & Education History

PhD student

Department of Computer Science, Universita' di Pisa, University of Pisa (di.unipi.it)

2023 – 2026

Advisors, Relations & Conflicts

PhD Advisor

Vincenzo Lomonaco

Present

Coauthor

Eric Nuertey Coleman

Present

Coauthor

Present

Expertise

Continual Learning

Present

Compositionality

Present

Publications

\textsc{PGO-BEN}: Proxy-Guided Orthogonalization and Beta Ensembling for Few-Shot Domain-Incremental Learning
Samrat Mukherjee, Thivyanth Venkateswaran, Eric Nuertey Coleman, Luigi Quarantiello, Julio Hurtado, Vincenzo Lomonaco, Gemma Roig, Subhasis Chaudhuri, Biplab Banerjee
- Accepted by TMLR
- Readers: Everyone
HAM: Hierachical Adapters Merging for Scalable Continual Learning
Eric Nuertey Coleman, Luigi Quarantiello, Samrat Mukherjee, Julio Hurtado, Vincenzo Lomonaco
- Submitted to ICLR 2026
- Readers: Everyone
Adaptive LoRA Merging for Efficient Domain Incremental Learning
Eric Nuertey Coleman, Luigi Quarantiello, Julio Hurtado, Vincenzo Lomonaco
- AFM 2024 Poster
- Readers: Everyone
Adaptive LoRA Merging for Efficient Domain Incremental Learning
Luigi Quarantiello, Eric Nuertey Coleman, Julio Hurtado, Vincenzo Lomonaco
- lxai-neurips-24
- Readers: Everyone
LuckyMera: a modular AI framework for building hybrid NetHack agents
Luigi Quarantiello, Simone Marzeddu, Antonio Guzzi, Vincenzo Lomonaco
- Intelligenza Artificiale 2024
- Readers: Everyone

Co-Authors