Publications

Full list and citation counts on Google Scholar.

K. Yuan, A. Zheng, J. Hu, D. Sheth, H. Velaga, K. Kim, Matteo Guarrera, B. Avci (2026). Unifying Ranking and Generation in Query Auto-Completion via Retrieval-Augmented Generation and Multi-Objective Alignment. arXiv:2602.01023.

Preprint

Chun-Yen Yao, Chun-Yen Wu, Matteo Guarrera, Alberto Sangiovanni-Vincentelli, Pierluigi Nuzzo, Rikky Muller (2026). SPEEDY: Single-Step Reinforcement Learning for Efficient Analog Circuit Sizing Optimization. Under review.

Carlo Bosio, Matteo Guarrera, Alberto Sangiovanni-Vincentelli, Mark W. Mueller (2025). Combining Large Language Models and Gradient-Free Optimization for Automatic Control Policy Synthesis. arXiv:2510.00373.

Preprint Project

S. Gurrì, E. Santacaterina, Matteo Guarrera, B. Dalla Chiara (2023). Driving Modal Shift on Low-Traffic Railway Lines Through Technological Innovation. Transportation Research Procedia.

Joseph Paul Cohen, Joseph D. Viviano, Paul Bertin, Paul Morrison, Parsa Torabian, Matteo Guarrera, Matthew P. Lungren, Akshay Chaudhari, Rupert Brooks, Mohammad Hashir, Hadrien Bertrand (2022). TorchXRayVision: A Library of Chest X-ray Datasets and Models. MIDL.

PDF Code

Matteo Guarrera, Baihong Jin, Tung-Wei Lin, Maria A. Zuluaga, Yuxin Chen, Alberto Sangiovanni-Vincentelli (2022). Class-Wise Thresholding for Robust Out-of-Distribution Detection. CVPR Workshops (FaDE-TCV).

PDF Preprint