Alberto Cazzaniga

According to our database, Alberto Cazzaniga authored at least 20 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Preserving Historical Truth: Detecting Historical Revisionism in Large Language Models.

Francesco Ortu, Joeun Yook, Punya Syon Pandey, Keenan Samway, Bernhard Schölkopf, Alberto Cazzaniga, Rada Mihalcea, Zhijing Jin

CoRR, February, 2026

2025

Are LLMs Good Safety Agents or a Propaganda Engine?

Neemesh Yadav, Francesco Ortu, Jiarui Liu, Joeun Yook, Bernhard Schölkopf, Rada Mihalcea, Alberto Cazzaniga, Zhijing Jin

CoRR, November, 2025

Generative Image Restoration and Super-Resolution using Physics-Informed Synthetic Data for Scanning Tunneling Microscopy.

Nikola L. Kolev, Tommaso Rodani, Neil J. Curson, Taylor J. Z. Stock, Alberto Cazzaniga

CoRR, October, 2025

When Seeing Overrides Knowing: Disentangling Knowledge Conflicts in Vision-Language Models.

Francesco Ortu, Zhijing Jin, Diego Doimo, Alberto Cazzaniga

CoRR, July, 2025

The Geometry of Tokens in Internal Representations of Large Language Models.

Karthik Viswanathan, Yuri Gardinazzi, Giada Panerai, Alberto Cazzaniga, Matteo Biagetti

CoRR, January, 2025

Emergent representations in networks trained with the Forward-Forward algorithm.

Niccolò Tosato, Lorenzo Basile, Emanuele Ballarin, Giuseppe de Alteriis, Alberto Cazzaniga, Alessio Ansuini

Trans. Mach. Learn. Res., 2025

Evolutionary Constraints Guide AlphaFold2 in Predicting Alternative Conformations and Inform Rational Mutation Design.

Valerio Piomponi, Alberto Cazzaniga, Francesca Cuturello

J. Chem. Inf. Model., 2025

The Narrow Gate: Localized Image-Text Communication in Native Multimodal Models.

Alessandro Serra, Francesco Ortu, Emanuele Panizon, Lucrezia Valeriani, Lorenzo Basile, Alessio Ansuini, Diego Doimo, Alberto Cazzaniga

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Head Pursuit: Probing Attention Specialization in Multimodal Transformers.

Lorenzo Basile, Valentino Maiorca, Diego Doimo, Francesco Locatello, Alberto Cazzaniga

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

AI and data science research in life science, system biology and medicine.

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

Proceedings of the Joint Proceedings of the Thematic Workshops at Ital-IA 2025 colocated with the 5th National Conference on Artificial Intelligence, 2025

Geometry, topology and mechanistic interpretability of large scale AI models.

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

Proceedings of the Joint Proceedings of the Thematic Workshops at Ital-IA 2025 colocated with the 5th National Conference on Artificial Intelligence, 2025

Persistent Topological Features in Large Language Models.

Yuri Gardinazzi, Karthik Viswanathan, Giada Panerai, Alessio Ansuini, Alberto Cazzaniga, Matteo Biagetti

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

What Is the Probability That a Random Symmetric Tensor Is Close to Rank-One?

Alberto Cazzaniga, Antonio Lerario, Andrea Rosana

SIAM J. Appl. Algebra Geom., 2024

The Narrow Gate: Localized Image-Text Communication in Vision-Language Models.

Alessandro Serra, Francesco Ortu, Emanuele Panizon, Lucrezia Valeriani, Lorenzo Basile, Alessio Ansuini, Diego Doimo, Alberto Cazzaniga

CoRR, 2024

Enhancing predictions of protein stability changes induced by single mutations using MSA-based language models.

Francesca Cuturello, Marco Celoria, Alessio Ansuini, Alberto Cazzaniga

Bioinform., 2024

The Representation Landscape of Few-Shot Learning and Fine-Tuning in Large Language Models.

Diego Doimo, Alessandro Serra, Alessio Ansuini, Alberto Cazzaniga

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Competition of Mechanisms: Tracing How Language Models Handle Facts and Counterfactuals.

Francesco Ortu, Zhijing Jin, Diego Doimo, Mrinmaya Sachan, Alberto Cazzaniga, Bernhard Schölkopf

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

Towards the FAIRification of Scanning Tunneling Microscopy Images.

Tommaso Rodani, Elda Osmenaj, Alberto Cazzaniga, Mirco Panighel, Cristina Africh, Stefano Cozzini

Data Intell., 2023

The geometry of hidden representations of large transformer models.

Lucrezia Valeriani, Diego Doimo, Francesca Cuturello, Alessandro Laio, Alessio Ansuini, Alberto Cazzaniga

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Deep artificial neural network for prediction of atrial fibrillation through the analysis of 12-leads standard ECG.

Arjuna Scagnetto, Giulia Barbati, Ilaria Gandin, C. Cappelletto, Giovanni Baj, Alberto Cazzaniga, Francesca Cuturello, Alessio Ansuini, Luca Bortolussi, A. Di Lenarda

CoRR, 2022