Alberto Cazzaniga

24 papers A* 3Journal 18Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Preserving Historical Truth: Detecting Historical Revisionism in Large Language Models. CoRR Francesco Ortu, Joeun Yook, Punya Syon Pandey, Keenan Samway, Bernhard Schölkopf, Alberto Cazzaniga, Rada Mihalcea, Zhijing Jin
2025	—	`conf`	AI and data science research in life science, system biology and medicine. Ital-IA Alessio Ansuini, Alberto Cazzaniga, Edith Natalia Villegas Garcia, Michele Alessi, Federico Barone, Stefano Cozzini, Francesca Cuturello, Fiorella Fabris, Valerio Piomponi, Lucrezia Valeriani, Ruggero Lot, Marco Prenassi
2025	J	`jnl`	Are LLMs Good Safety Agents or a Propaganda Engine? CoRR Neemesh Yadav, Francesco Ortu, Jiarui Liu, Joeun Yook, Bernhard Schölkopf, Rada Mihalcea, Alberto Cazzaniga, Zhijing Jin
2025	J	`jnl`	Emergent representations in networks trained with the Forward-Forward algorithm. Trans. Mach. Learn. Res. Niccolò Tosato, Lorenzo Basile, Emanuele Ballarin, Giuseppe de Alteriis, Alberto Cazzaniga, Alessio Ansuini
2025	J	`jnl`	Evolutionary Constraints Guide AlphaFold2 in Predicting Alternative Conformations and Inform Rational Mutation Design. J. Chem. Inf. Model. Valerio Piomponi, Alberto Cazzaniga, Francesca Cuturello
2025	J	`jnl`	Generative Image Restoration and Super-Resolution using Physics-Informed Synthetic Data for Scanning Tunneling Microscopy. CoRR Nikola L. Kolev, Tommaso Rodani, Neil J. Curson, Taylor J. Z. Stock, Alberto Cazzaniga
2025	—	`conf`	Geometry, topology and mechanistic interpretability of large scale AI models. Ital-IA Alessio Ansuini, Lorenzo Basile, Federica Bazzocchi, Matteo Biagetti, Alberto Cazzaniga, Stefano Cozzini, Francesca Cuturello, Diego Doimo, Yuri Gardinazzi, Ruggero Lot, Francesco Ortu, Emanuele Panizon, Valerio Piomponi, Tommaso Rodani, Alessandro Serra, Niccolò Tosato, Lucrezia Valeriani
2025	J	`jnl`	Head Pursuit: Probing Attention Specialization in Multimodal Transformers. CoRR Lorenzo Basile, Valentino Maiorca, Diego Doimo, Francesco Locatello, Alberto Cazzaniga
2025	A*	`conf`	Persistent Topological Features in Large Language Models. ICML Yuri Gardinazzi, Karthik Viswanathan, Giada Panerai, Alessio Ansuini, Alberto Cazzaniga, Matteo Biagetti
2025	J	`jnl`	The Geometry of Tokens in Internal Representations of Large Language Models. CoRR Karthik Viswanathan, Yuri Gardinazzi, Giada Panerai, Alberto Cazzaniga, Matteo Biagetti
2025	J	`jnl`	When Seeing Overrides Knowing: Disentangling Knowledge Conflicts in Vision-Language Models. CoRR Francesco Ortu, Zhijing Jin, Diego Doimo, Alberto Cazzaniga
2024	—	`conf`	Competition of Mechanisms: Tracing How Language Models Handle Facts and Counterfactuals. ACL (1) Francesco Ortu, Zhijing Jin, Diego Doimo, Mrinmaya Sachan, Alberto Cazzaniga, Bernhard Schölkopf
2024	J	`jnl`	Competition of Mechanisms: Tracing How Language Models Handle Facts and Counterfactuals. CoRR Francesco Ortu, Zhijing Jin, Diego Doimo, Mrinmaya Sachan, Alberto Cazzaniga, Bernhard Schölkopf
2024	J	`jnl`	Enhancing predictions of protein stability changes induced by single mutations using MSA-based language models. Bioinform. Francesca Cuturello, Marco Celoria, Alessio Ansuini, Alberto Cazzaniga
2024	J	`jnl`	Persistent Topological Features in Large Language Models. CoRR Yuri Gardinazzi, Giada Panerai, Karthik Viswanathan, Alessio Ansuini, Alberto Cazzaniga, Matteo Biagetti
2024	J	`jnl`	The Narrow Gate: Localized Image-Text Communication in Vision-Language Models. CoRR Alessandro Serra, Francesco Ortu, Emanuele Panizon, Lucrezia Valeriani, Lorenzo Basile, Alessio Ansuini, Diego Doimo, Alberto Cazzaniga
2024	A*	`conf`	The Representation Landscape of Few-Shot Learning and Fine-Tuning in Large Language Models. NeurIPS Diego Doimo, Alessandro Serra, Alessio Ansuini, Alberto Cazzaniga
2024	J	`jnl`	The representation landscape of few-shot learning and fine-tuning in large language models. CoRR Diego Doimo, Alessandro Serra, Alessio Ansuini, Alberto Cazzaniga
2024	J	`jnl`	What Is the Probability That a Random Symmetric Tensor Is Close to Rank-One? SIAM J. Appl. Algebra Geom. Alberto Cazzaniga, Antonio Lerario, Andrea Rosana
2023	J	`jnl`	Emergent representations in networks trained with the Forward-Forward algorithm. CoRR Niccolò Tosato, Lorenzo Basile, Emanuele Ballarin, Giuseppe de Alteriis, Alberto Cazzaniga, Alessio Ansuini
2023	A*	`conf`	The geometry of hidden representations of large transformer models. NeurIPS Lucrezia Valeriani, Diego Doimo, Francesca Cuturello, Alessandro Laio, Alessio Ansuini, Alberto Cazzaniga
2023	J	`jnl`	The geometry of hidden representations of large transformer models. CoRR Lucrezia Valeriani, Diego Doimo, Francesca Cuturello, Alessandro Laio, Alessio Ansuini, Alberto Cazzaniga
2023	J	`jnl`	Towards the FAIRification of Scanning Tunneling Microscopy Images. Data Intell. Tommaso Rodani, Elda Osmenaj, Alberto Cazzaniga, Mirco Panighel, Cristina Africh, Stefano Cozzini
2022	J	`jnl`	Deep artificial neural network for prediction of atrial fibrillation through the analysis of 12-leads standard ECG. CoRR Arjuna Scagnetto, Giulia Barbati, Ilaria Gandin, C. Cappelletto, Giovanni Baj, Alberto Cazzaniga, Francesca Cuturello, Alessio Ansuini, Luca Bortolussi, A. Di Lenarda