| The geometry of hidden representations of large transformer models L Valeriani, D Doimo, F Cuturello, A Laio, A Ansuini, A Cazzaniga Advances in Neural Information Processing Systems 37, 2024 | 91 | 2024 |
| Competition of Mechanisms: Tracing How Language Models Handle Facts and Counterfactuals F Ortu, Z Jin, D Doimo, M Sachan, A Cazzaniga, B Schölkopf Proceedings of the 62nd Annual Meeting of the Association for Computational …, 2024 | 41 | 2024 |
| Framed sheaves on projective space and Quot schemes A Cazzaniga, AT Ricolfi Mathematische Zeitschrift 300 (1), 745-760, 2022 | 25 | 2022 |
| Higher rank motivic Donaldson–Thomas invariants of via wall-crossing, and asymptotics A Cazzaniga, D Ralaivaosaona, AT Ricolfi Mathematical Proceedings of the Cambridge Philosophical Society, 1-26, 2023 | 21 | 2023 |
| Enhancing predictions of protein stability changes induced by single mutations using MSA-based language models F Cuturello, M Celoria, A Ansuini, A Cazzaniga Bioinformatics 40 (7), btae447, 2024 | 14 | 2024 |
| Motivic Donaldson–Thomas invariants of some quantized threefolds A Cazzaniga, A Morrison, B Pym, B Szendrői Journal of Noncommutative Geometry 11 (3), 1115-1139, 2017 | 14 | 2017 |
| The representation landscape of few-shot learning and fine-tuning in large language models D Doimo, A Serra, A Ansuini, A Cazzaniga Advances in Neural Information Processing Systems 38, 2025 | 13 | 2025 |
| Emergent representations in networks trained with the Forward-Forward algorithm N Tosato, L Basile, E Ballarin, G De Alteriis, A Cazzaniga, A Ansuini TMLR, 2025 | 13 | 2025 |
| The geometry of tokens in internal representations of large language models K Viswanathan, Y Gardinazzi, G Panerai, A Cazzaniga, M Biagetti arXiv preprint arXiv:2501.10573, 2025 | 11 | 2025 |
| Framed motivic Donaldson–Thomas invariants of small crepant resolutions A Cazzaniga, AT Ricolfi Mathematische Nachrichten 295 (6), 1096-1112, 2022 | 11 | 2022 |
| On some computations of refined Donaldson-Thomas invariants A Cazzaniga University of Oxford, 2015 | 9 | 2015 |
| Towards the FAIRification of scanning tunneling microscopy images T Rodani, E Osmenaj, A Cazzaniga, M Panighel, A Cristina, S Cozzini Data Intelligence 5 (1), 27-42, 2023 | 7 | 2023 |
| The geometry of hidden representations of protein language models L Valeriani, F Cuturello, A Ansuini, A Cazzaniga NeurIPS Workshop MLSB, 2022 | 6 | 2022 |
| Adversarial Attacks on Protein Language Models G Carbone, F Cuturello, L Bortolussi, A Cazzaniga NeurIPS Workshop MLSB, 2022 | 5 | 2022 |
| When seeing overrides knowing: Disentangling knowledge conflicts in vision-language models F Ortu, Z Jin, D Doimo, A Cazzaniga arXiv preprint arXiv:2507.13868, 2025 | 4 | 2025 |
| Persistent topological features in large language models Y Gardinazzi, K Viswanathan, G Panerai, A Ansuini, A Cazzaniga, ... ICML 2025, 2025 | 4 | 2025 |
| What is the probability that a random symmetric tensor is close to rank-one? A Cazzaniga, A Lerario, A Rosana SIAM Journal on Applied Algebra and Geometry 8 (2), 227-258, 2024 | 4 | 2024 |
| Protein family annotation for the Unified Human Gastrointestinal Proteome by DPCfam clustering F Barone, ET Russo, EN Villegas Garcia, M Punta, S Cozzini, A Ansuini, ... Scientific Data 11 (1), 568, 2024 | 4 | 2024 |
| Deep artificial neural network for prediction of atrial fibrillation through the analysis of 12-leads standard ECG A Scagnetto, G Barbati, I Gandin, C Cappelletto, G Baj, A Cazzaniga, ... arXiv preprint arXiv:2202.05676, 2022 | 4 | 2022 |
| An Unsupervised Machine Learning Method Stratifies Chronic Lymphocytic Leukemia Patients in Novel Categories with Different Risk of Early Treatment F Cuturello, F Pozzo, EN Villegas Garcia, FM Rossi, M Degan, P Nanni, ... Blood, The Journal of the American Society of Hematology 140 (Supplement 1 …, 2022 | 3 | 2022 |
Alessio AnsuiniAREA Science Park, Research and Technology InstituteVerified email at areasciencepark.it
