Alessio Devoto

According to our database, Alessio Devoto authored at least 19 papers between 2023 and 2025.

Collaborative distances:

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

2025

Interpretable Classification of Levantine Ceramic Thin Sections via Neural Networks.

Sara Capriotti, Alessio Devoto, Simone Scardapane, Silvano Mignardi, Laura Medeghini

CoRR, June, 2025

Adaptive Semantic Token Communication for Transformer-based Edge Inference.

Alessio Devoto, Jary Pomponi, Mattia Merluzzi, Paolo Di Lorenzo, Simone Scardapane

CoRR, May, 2025

Q-Filters: Leveraging QK Geometry for Efficient KV Cache Compression.

Nathan Godey, Alessio Devoto, Yu Zhao, Simone Scardapane, Pasquale Minervini, Éric de la Clergerie, Benoît Sagot

CoRR, March, 2025

Mixture-of-Experts Graph Transformers for Interpretable Particle Collision Detection.

Donatella Genovese, Alessandro Sgroi, Alessio Devoto, Samuel Valentine, Lennox Wood, Cristiano Sebastiani, Stefano Giagu, Monica D'Onofrio, Simone Scardapane

CoRR, January, 2025

Class Incremental Learning with probability dampening and cascaded gated classifier.

Jary Pomponi, Alessio Devoto, Simone Scardapane

Neurocomputing, 2025

Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering.

Yu Zhao, Alessio Devoto, Giwon Hong, Xiaotang Du, Aryo Pradipta Gema, Hongru Wang, Xuanli He, Kam-Fai Wong, Pasquale Minervini

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

Are We Done with MMLU?

Aryo Pradipta Gema, Joshua Ong Jun Leang, Giwon Hong, Alessio Devoto, Alberto Carlo Maria Mancino, Rohit Saxena, Xuanli He, Yu Zhao, Xiaotang Du, Mohammad Reza Ghasemi Madani, Claire Barale, Robert McHardy, Joshua Harris, Jean Kaddour, Emile van Krieken, Pasquale Minervini

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

Adaptive Computation Modules: Granular Conditional Computation for Efficient Inference.

Bartosz Wójcik, Alessio Devoto, Karol Pustelnik, Pasquale Minervini, Simone Scardapane

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Conditional computation in neural networks: Principles and research trends.

Simone Scardapane, Alessandro Baiocchi, Alessio Devoto, Valerio Marsocci, Pasquale Minervini, Jary Pomponi

Intelligenza Artificiale, 2024

Analysing the Residual Stream of Language Models Under Knowledge Conflicts.

Yu Zhao, Xiaotang Du, Giwon Hong, Aryo Pradipta Gema, Alessio Devoto, Hongru Wang, Xuanli He, Kam-Fai Wong, Pasquale Minervini

CoRR, 2024

Adaptive Layer Selection for Efficient Vision Transformer Fine-Tuning.

Alessio Devoto, Federico Alvetreti, Jary Pomponi, Paolo Di Lorenzo, Pasquale Minervini, Simone Scardapane

CoRR, 2024

Enhancing High-Energy Particle Physics Collision Analysis through Graph Data Attribution Techniques.

Alessio Verdone, Alessio Devoto, Cristiano Sebastiani, Joseph Carmignani, Monica D'Onofrio, Stefano Giagu, Simone Scardapane, Massimo Panella

CoRR, 2024

A Simple and Effective L₂ Norm-Based Strategy for KV Cache Compression.

Alessio Devoto, Yu Zhao, Simone Scardapane, Pasquale Minervini

CoRR, 2024

Adaptive Semantic Token Selection for AI-native Goal-oriented Communications.

Alessio Devoto, Simone Petruzzi, Jary Pomponi, Paolo Di Lorenzo, Simone Scardapane

CoRR, 2024

Cascaded Scaling Classifier: class incremental learning with probability scaling.

Jary Pomponi, Alessio Devoto, Simone Scardapane

CoRR, 2024

A Simple and Effective L_2 Norm-Based Strategy for KV Cache Compression.

Alessio Devoto, Yu Zhao, Simone Scardapane, Pasquale Minervini

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Goal-Oriented Communications Based on Recursive Early Exit Neural Networks.

Jary Pomponi, Mattia Merluzzi, Alessio Devoto, Mateus Pontes Mota, Paolo Di Lorenzo, Simone Scardapane

Proceedings of the 58th Asilomar Conference on Signals, 2024

2023

Reidentification of Objects From Aerial Photos With Hybrid Siamese Neural Networks.

Alessio Devoto, Indro Spinelli, Francesca Murabito, Fabrizio Chiovoloni, Riccardo Musmeci, Simone Scardapane

IEEE Trans. Ind. Informatics, March, 2023

On the robustness of vision transformers for in-flight monocular depth estimation.

Simone Ercolino, Alessio Devoto, Luca Monorchio, Matteo Santini, Silvio Mazzaro, Simone Scardapane

Ind. Artif. Intell., 2023