Luigi Quarantiello

According to our database, Luigi Quarantiello authored at least 9 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Book your room in the Turing Hotel! A symmetric and distributed Turing Test with multiple AIs and humans.

Christian Di Maio, Tommaso Guidi, Luigi Quarantiello, Jack Bell, Marco Gori, Stefano Melacci, Vincenzo Lomonaco

CoRR, March, 2026

\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

Trans. Mach. Learn. Res., 2026

2025

A Compositional Paradigm for Foundation Models: Towards Smarter Robotic Agents.

Luigi Quarantiello, Elia Piccoli, Jack Bell, Malio Li, Giacomo Carfì, Eric Nuertey Coleman, Gerlando Gramaglia, Lanpei Li, Mauro Madeddu, Irene Testa, Vincenzo Lomonaco

CoRR, October, 2025

HAM: Hierarchical Adapter Merging for Scalable Continual Learning.

Eric Nuertey Coleman, Luigi Quarantiello, Samrat Mukherjee, Julio Hurtado, Vincenzo Lomonaco

CoRR, September, 2025

Parameter-Efficient Continual Fine-Tuning: A Survey.

Eric Nuertey Coleman, Luigi Quarantiello, Ziyue Liu, Qinwen Yang, Samrat Mukherjee, Julio Hurtado, Vincenzo Lomonaco

CoRR, April, 2025

Task-Agnostic Experts Composition for Continual Learning.

Luigi Quarantiello, Andrea Cossu, Vincenzo Lomonaco

Proceedings of the Workshops at the Fourth International Conference on Hybrid Human-Artificial Intelligence co-located with the Fourth International Conference on Hybrid Human-Artificial Intelligence (HHAI 2025), 2025

Too Many Butterflies from One Chrysalis. Continual Learning, Continual Forgetting and the Harmonic Flow of Information.

Elio Grande, Luigi Quarantiello

Proceedings of the 4th International Conference on Hybrid Human-Artificial Intelligence, 2025

The Future of Continual Learning in the Era of Foundation Models: Three Key Directions.

Jack Bell, Luigi Quarantiello, Eric Nuertey Coleman, Lanpei Li, Malio Li, Mauro Madeddu, Elia Piccoli, Vincenzo Lomonaco

Proceedings of the Workshops at the Fourth International Conference on Hybrid Human-Artificial Intelligence co-located with the Fourth International Conference on Hybrid Human-Artificial Intelligence (HHAI 2025), 2025

2024

LuckyMera: a modular AI framework for building hybrid NetHack agents.

Luigi Quarantiello, Simone Marzeddu, Antonio Guzzi, Vincenzo Lomonaco

Intelligenza Artificiale, 2024