Alessio Devoto

30 papers A* 2Journal 24Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	Adaptive Computation Modules: Granular Conditional Computation for Efficient Inference. AAAI Bartosz Wójcik, Alessio Devoto, Karol Pustelnik, Pasquale Minervini, Simone Scardapane
2025	J	`jnl`	Adaptive Semantic Token Communication for Transformer-based Edge Inference. CoRR Alessio Devoto, Jary Pomponi, Mattia Merluzzi, Paolo Di Lorenzo, Simone Scardapane
2025	J	`jnl`	Adaptive layer and token selection for efficient fine-tuning of vision transformers. Neurocomputing Alessio Devoto, Federico Alvetreti, Jary Pomponi, Paolo Di Lorenzo, Pasquale Minervini, Simone Scardapane
2025	—	`conf`	Are We Done with MMLU? NAACL (Long Papers) 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
2025	J	`jnl`	Attention Sinks in Diffusion Language Models. CoRR Maximo Eduardo Rulli, Simone Petruzzi, Edoardo Michielon, Fabrizio Silvestri, Simone Scardapane, Alessio Devoto
2025	J	`jnl`	Class Incremental Learning with probability dampening and cascaded gated classifier. Neurocomputing Jary Pomponi, Alessio Devoto, Simone Scardapane
2025	J	`jnl`	Expected Attention: KV Cache Compression by Estimating Attention from Future Queries Distribution. CoRR Alessio Devoto, Maximilian Jeblick, Simon Jégou
2025	J	`jnl`	Interpretable Classification of Levantine Ceramic Thin Sections via Neural Networks. CoRR Sara Capriotti, Alessio Devoto, Simone Scardapane, Silvano Mignardi, Laura Medeghini
2025	J	`jnl`	Interpretable classification of Levantine ceramic thin sections via neural networks. Mach. Learn. Sci. Technol. Sara Capriotti, Alessio Devoto, Simone Scardapane, Silvano Mignardi, Laura Medeghini
2025	J	`jnl`	Mixture-of-Experts Graph Transformers for Interpretable Particle Collision Detection. CoRR Donatella Genovese, Alessandro Sgroi, Alessio Devoto, Samuel Valentine, Lennox Wood, Cristiano Sebastiani, Stefano Giagu, Monica D'Onofrio, Simone Scardapane
2025	J	`jnl`	Q-Filters: Leveraging QK Geometry for Efficient KV Cache Compression. CoRR Nathan Godey, Alessio Devoto, Yu Zhao, Simone Scardapane, Pasquale Minervini, Éric de la Clergerie, Benoît Sagot
2025	—	`conf`	Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering. NAACL (Long Papers) Yu Zhao, Alessio Devoto, Giwon Hong, Xiaotang Du, Aryo Pradipta Gema, Hongru Wang, Xuanli He, Kam-Fai Wong, Pasquale Minervini
2025	J	`jnl`	Universal Properties of Activation Sparsity in Modern Large Language Models. CoRR Filip Szatkowski, Patryk Bedkowski, Alessio Devoto, Jan Dubinski, Pasquale Minervini, Mikolaj Piórczynski, Simone Scardapane, Bartosz Wójcik
2024	J	`jnl`	A Simple and Effective L CoRR Alessio Devoto, Yu Zhao, Simone Scardapane, Pasquale Minervini
2024	A*	`conf`	A Simple and Effective L_2 Norm-Based Strategy for KV Cache Compression. EMNLP Alessio Devoto, Yu Zhao, Simone Scardapane, Pasquale Minervini
2024	J	`jnl`	Adaptive Layer Selection for Efficient Vision Transformer Fine-Tuning. CoRR Alessio Devoto, Federico Alvetreti, Jary Pomponi, Paolo Di Lorenzo, Pasquale Minervini, Simone Scardapane
2024	—	`conf`	Adaptive Semantic Token Selection for AI-native Goal-oriented Communications. GLOBECOM (Workshops) Alessio Devoto, Jary Pomponi, Simone Petruzzi, Paolo Di Lorenzo, Simone Scardapane
2024	J	`jnl`	Adaptive Semantic Token Selection for AI-native Goal-oriented Communications. CoRR Alessio Devoto, Simone Petruzzi, Jary Pomponi, Paolo Di Lorenzo, Simone Scardapane
2024	J	`jnl`	Analysing the Residual Stream of Language Models Under Knowledge Conflicts. CoRR Yu Zhao, Xiaotang Du, Giwon Hong, Aryo Pradipta Gema, Alessio Devoto, Hongru Wang, Xuanli He, Kam-Fai Wong, Pasquale Minervini
2024	J	`jnl`	Are We Done with MMLU? CoRR 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
2024	J	`jnl`	Cascaded Scaling Classifier: class incremental learning with probability scaling. CoRR Jary Pomponi, Alessio Devoto, Simone Scardapane
2024	J	`jnl`	Conditional computation in neural networks: Principles and research trends. Intelligenza Artificiale Simone Scardapane, Alessandro Baiocchi, Alessio Devoto, Valerio Marsocci, Pasquale Minervini, Jary Pomponi
2024	J	`jnl`	Conditional computation in neural networks: principles and research trends. CoRR Simone Scardapane, Alessandro Baiocchi, Alessio Devoto, Valerio Marsocci, Pasquale Minervini, Jary Pomponi
2024	J	`jnl`	Enhancing High-Energy Particle Physics Collision Analysis through Graph Data Attribution Techniques. CoRR Alessio Verdone, Alessio Devoto, Cristiano Sebastiani, Joseph Carmignani, Monica D'Onofrio, Stefano Giagu, Simone Scardapane, Massimo Panella
2024	—	`conf`	Goal-Oriented Communications Based on Recursive Early Exit Neural Networks. IEEECONF Jary Pomponi, Mattia Merluzzi, Alessio Devoto, Mateus Pontes Mota, Paolo Di Lorenzo, Simone Scardapane
2024	J	`jnl`	Goal-oriented Communications based on Recursive Early Exit Neural Networks. CoRR Jary Pomponi, Mattia Merluzzi, Alessio Devoto, Mateus Pontes Mota, Paolo Di Lorenzo, Simone Scardapane
2024	J	`jnl`	Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering. CoRR Yu Zhao, Alessio Devoto, Giwon Hong, Xiaotang Du, Aryo Pradipta Gema, Hongru Wang, Xuanli He, Kam-Fai Wong, Pasquale Minervini
2023	J	`jnl`	Adaptive Computation Modules: Granular Conditional Computation For Efficient Inference. CoRR Bartosz Wójcik, Alessio Devoto, Karol Pustelnik, Pasquale Minervini, Simone Scardapane
2023	J	`jnl`	On the robustness of vision transformers for in-flight monocular depth estimation. Ind. Artif. Intell. Simone Ercolino, Alessio Devoto, Luca Monorchio, Matteo Santini, Silvio Mazzaro, Simone Scardapane
2023	J	`jnl`	Reidentification of Objects From Aerial Photos With Hybrid Siamese Neural Networks. IEEE Trans. Ind. Informatics Alessio Devoto, Indro Spinelli, Francesca Murabito, Fabrizio Chiovoloni, Riccardo Musmeci, Simone Scardapane