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ORCIDAlessio Devoto
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2020 – today
- 2025
[j5]Jary Pomponi
, Alessio Devoto, Simone Scardapane:
Class Incremental Learning with probability dampening and cascaded gated classifier. Neurocomputing 640: 130295 (2025)- [j4]Alessio Devoto, Federico Alvetreti, Jary Pomponi, Paolo Di Lorenzo, Pasquale Minervini, Simone Scardapane:
Adaptive layer and token selection for efficient fine-tuning of vision transformers. Neurocomputing 654: 131216 (2025) - [c6]Bartosz Wójcik, Alessio Devoto, Karol Pustelnik, Pasquale Minervini, Simone Scardapane:
Adaptive Computation Modules: Granular Conditional Computation for Efficient Inference. AAAI 2025: 21510-21518 - [c5]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:
Are We Done with MMLU? NAACL (Long Papers) 2025: 5069-5096 - [c4]Yu Zhao, Alessio Devoto, Giwon Hong, Xiaotang Du, Aryo Pradipta Gema, Hongru Wang, Xuanli He, Kam-Fai Wong, Pasquale Minervini:
Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering. NAACL (Long Papers) 2025: 5117-5136 - [i15]Donatella Genovese, Alessandro Sgroi, Alessio Devoto, Samuel Valentine, Lennox Wood, Cristiano Sebastiani, Stefano Giagu, Monica D'Onofrio, Simone Scardapane:
Mixture-of-Experts Graph Transformers for Interpretable Particle Collision Detection. CoRR abs/2501.03432 (2025) - [i14]Nathan Godey, Alessio Devoto, Yu Zhao, Simone Scardapane, Pasquale Minervini, Éric de la Clergerie, Benoît Sagot:
Q-Filters: Leveraging QK Geometry for Efficient KV Cache Compression. CoRR abs/2503.02812 (2025) - [i13]Alessio Devoto, Jary Pomponi, Mattia Merluzzi, Paolo Di Lorenzo, Simone Scardapane:
Adaptive Semantic Token Communication for Transformer-based Edge Inference. CoRR abs/2505.17604 (2025) - [i12]Sara Capriotti, Alessio Devoto, Simone Scardapane, Silvano Mignardi, Laura Medeghini:
Interpretable Classification of Levantine Ceramic Thin Sections via Neural Networks. CoRR abs/2506.12250 (2025) - 2024
- [j3]Simone Scardapane, Alessandro Baiocchi, Alessio Devoto, Valerio Marsocci, Pasquale Minervini, Jary Pomponi:
Conditional computation in neural networks: Principles and research trends. Intelligenza Artificiale 18(1): 175-190 (2024) - [c3]Jary Pomponi, Mattia Merluzzi, Alessio Devoto, Mateus Pontes Mota, Paolo Di Lorenzo, Simone Scardapane:
Goal-Oriented Communications Based on Recursive Early Exit Neural Networks. IEEECONF 2024: 378-382 - [c2]Alessio Devoto, Yu Zhao, Simone Scardapane, Pasquale Minervini:
A Simple and Effective L_2 Norm-Based Strategy for KV Cache Compression. EMNLP 2024: 18476-18499 - [c1]Alessio Devoto, Jary Pomponi, Simone Petruzzi, Paolo Di Lorenzo, Simone Scardapane:
Adaptive Semantic Token Selection for AI-native Goal-oriented Communications. GLOBECOM (Workshops) 2024: 1-6 - [i11]Jary Pomponi, Alessio Devoto, Simone Scardapane:
Cascaded Scaling Classifier: class incremental learning with probability scaling. CoRR abs/2402.01262 (2024) - [i10]Simone Scardapane, Alessandro Baiocchi, Alessio Devoto, Valerio Marsocci, Pasquale Minervini, Jary Pomponi:
Conditional computation in neural networks: principles and research trends. CoRR abs/2403.07965 (2024) - [i9]Alessio Devoto, Simone Petruzzi, Jary Pomponi, Paolo Di Lorenzo, Simone Scardapane:
Adaptive Semantic Token Selection for AI-native Goal-oriented Communications. CoRR abs/2405.02330 (2024) - [i8]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:
Are We Done with MMLU? CoRR abs/2406.04127 (2024) - [i7]Alessio Devoto, Yu Zhao, Simone Scardapane, Pasquale Minervini:
A Simple and Effective L2 Norm-Based Strategy for KV Cache Compression. CoRR abs/2406.11430 (2024) - [i6]Alessio Verdone, Alessio Devoto, Cristiano Sebastiani, Joseph Carmignani, Monica D'Onofrio, Stefano Giagu, Simone Scardapane, Massimo Panella:
Enhancing High-Energy Particle Physics Collision Analysis through Graph Data Attribution Techniques. CoRR abs/2407.14859 (2024) - [i5]Alessio Devoto, Federico Alvetreti, Jary Pomponi, Paolo Di Lorenzo, Pasquale Minervini, Simone Scardapane:
Adaptive Layer Selection for Efficient Vision Transformer Fine-Tuning. CoRR abs/2408.08670 (2024) - [i4]Yu Zhao, Alessio Devoto, Giwon Hong, Xiaotang Du, Aryo Pradipta Gema, Hongru Wang, Xuanli He, Kam-Fai Wong, Pasquale Minervini:
Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering. CoRR abs/2410.15999 (2024) - [i3]Yu Zhao, Xiaotang Du, Giwon Hong, Aryo Pradipta Gema, Alessio Devoto, Hongru Wang, Xuanli He, Kam-Fai Wong, Pasquale Minervini:
Analysing the Residual Stream of Language Models Under Knowledge Conflicts. CoRR abs/2410.16090 (2024) - [i2]Jary Pomponi, Mattia Merluzzi, Alessio Devoto, Mateus Pontes Mota, Paolo Di Lorenzo, Simone Scardapane:
Goal-oriented Communications based on Recursive Early Exit Neural Networks. CoRR abs/2412.19587 (2024) - 2023
- [j2]Simone Ercolino, Alessio Devoto, Luca Monorchio, Matteo Santini, Silvio Mazzaro, Simone Scardapane:
On the robustness of vision transformers for in-flight monocular depth estimation. Ind. Artif. Intell. 1(1) (2023) - [j1]Alessio Devoto, Indro Spinelli, Francesca Murabito, Fabrizio Chiovoloni, Riccardo Musmeci, Simone Scardapane:
Reidentification of Objects From Aerial Photos With Hybrid Siamese Neural Networks. IEEE Trans. Ind. Informatics 19(3): 2997-3005 (2023) - [i1]Bartosz Wójcik, Alessio Devoto, Karol Pustelnik, Pasquale Minervini, Simone Scardapane:
Adaptive Computation Modules: Granular Conditional Computation For Efficient Inference. CoRR abs/2312.10193 (2023)
Coauthor Index
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