| Are We Done with MMLU? AP Gema, JOJ Leang, G Hong, A Devoto, ACM Mancino, R Saxena, X He, ... NAACL 2025 - Nations of the Americas Chapter of the Association for …, 2024 | 27* | 2024 |
| A Simple and Effective Norm-Based Strategy for KV Cache Compression A Devoto, Y Zhao, S Scardapane, P Minervini Empirical Methods in Natural Language Processing (EMNLP 2024), 2024 | 11 | 2024 |
| Adaptive Computation Modules: Granular Conditional Computation For Efficient Inference B Wójcik, A Devoto, K Pustelnik, P Minervini, S Scardapane AAAI 2025 - Proceedings of the Thirty-ninth AAAI Conference on Artificial …, 2025 | 5 | 2025 |
| On the robustness of vision transformers for in-flight monocular depth estimation S Ercolino, A Devoto, L Monorchio, M Santini, S Mazzaro, S Scardapane Industrial Artificial Intelligence 1 (1), 1, 2023 | 3 | 2023 |
| Steering knowledge selection behaviours in LLMs via sae-based representation engineering Y Zhao, A Devoto, G Hong, X Du, AP Gema, H Wang, X He, KF Wong, ... NAACL 2025 - Nations of the Americas Chapter of the Association for …, 2024 | 2 | 2024 |
| Conditional computation in neural networks: Principles and research trends S Scardapane, A Baiocchi, A Devoto, V Marsocci, P Minervini, J Pomponi Intelligenza Artificiale 18 (1), 175-190, 2024 | 2 | 2024 |
| Reidentification of Objects From Aerial Photos With Hybrid Siamese Neural Networks A Devoto, I Spinelli, F Murabito, F Chiovoloni, R Musmeci, S Scardapane IEEE Transactions on Industrial Informatics 19 (3), 2997-3005, 2023 | 2 | 2023 |
| Analysing the residual stream of language models under knowledge conflicts Y Zhao, X Du, G Hong, AP Gema, A Devoto, H Wang, X He, KF Wong, ... Foundation Model Interventions Workshop (MINT) @ Neurips 2024, 2024 | 1 | 2024 |
| Enhancing High-Energy Particle Physics Collision Analysis through Graph Data Attribution Techniques A Verdone, A Devoto, C Sebastiani, J Carmignani, M D'Onofrio, S Giagu, ... arXiv preprint arXiv:2407.14859, 2024 | 1 | 2024 |
| Class Incremental Learning with Probability Dampening and Cascaded Gated Classifier J Pomponi, A Devoto, S Scardapane Available at SSRN 5098695, 2024 | 1* | 2024 |
| Mixture-of-Experts Graph Transformers for Interpretable Particle Collision Detection D Genovese, A Sgroi, A Devoto, S Valentine, L Wood, C Sebastiani, ... arXiv preprint arXiv:2501.03432, 2025 | | 2025 |
| Goal-oriented Communications based on Recursive Early Exit Neural Networks J Pomponi, M Merluzzi, A Devoto, MP Mota, P Di Lorenzo, S Scardapane arXiv preprint arXiv:2412.19587, 2024 | | 2024 |
| Adaptive Layer Selection for Efficient Vision Transformer Fine-Tuning A Devoto, F Alvetreti, J Pomponi, P Di Lorenzo, P Minervini, ... arXiv preprint arXiv:2408.08670, 2024 | | 2024 |
| Adaptive Semantic Token Selection for AI-native Goal-oriented Communications A Devoto, S Petruzzi, J Pomponi, P Di Lorenzo, S Scardapane Generative Horizons @ Global Communications Conference 2024, 2024 | | 2024 |
Simone ScardapaneAssistant Professor, Sapienza UniversityVerified email at uniroma1.it