Stefano Giagu

17 papers B 2Journal 12Unranked 3
YearRankTypeTitle / Venue / Authors
2025 — conf
A Fast Progressive U-Net For MRI Denoising In The K-space.
ICYRIME
Lorenzo Di Luccio, Renato Giamba, Adriano Puglisi, Stefano Giagu
2025 J jnl
Correction: Convolutional neural network based decoders for surface codes.
Quantum Inf. Process.
Simone Bordoni, Stefano Giagu
2025 B conf
Hybrid and hardware-oriented approaches for quantum diffusion models.
IJCNN
Andrea Cacioppo, Lorenzo Colantonio, Simone Bordoni, Stefano Giagu
2025 J jnl
Mixture-of-Experts Graph Transformers for Interpretable Particle Collision Detection.
CoRR
Donatella Genovese, Alessandro Sgroi, Alessio Devoto, Samuel Valentine, Lennox Wood, Cristiano Sebastiani, Stefano Giagu, Monica D'Onofrio, Simone Scardapane
2025 J jnl
Strategic White Paper on AI Infrastructure for Particle, Nuclear, and Astroparticle Physics: Insights from JENA and EuCAIF.
CoRR
Sascha Caron, Andreas Ipp, Gert Aarts, Gábor Bíró, Daniele Bonacorsi, Elena Cuoco, Caterina Doglioni, Tommaso Dorigo, Julián García Pardiñas, Stefano Giagu, Tobias Golling, Lukas Heinrich, Ik Siong Heng, Paula Gina Isar, Karolos Potamianos, Liliana Teodorescu, John Veitch, Pietro Vischia, Christoph Weniger
2024 J jnl
Efficient Graph Coloring with Neural Networks: A Physics-Inspired Approach for Large Graphs.
CoRR
Lorenzo Colantonio, Andrea Cacioppo, Federico Scarpati, Stefano Giagu
2024 J jnl
Enhancing High-Energy Particle Physics Collision Analysis through Graph Data Attribution Techniques.
CoRR
Alessio Verdone, Alessio Devoto, Cristiano Sebastiani, Joseph Carmignani, Monica D'Onofrio, Stefano Giagu, Simone Scardapane, Massimo Panella
2024 J jnl
Influence based explainability of brain tumors segmentation in multimodal Magnetic Resonance Imaging.
CoRR
Tommaso Torda, Andrea Ciardiello, Simona Gargiulo, Greta Grillo, Simone Scardapane, Cecilia Voena, Stefano Giagu
2024 B conf
Integrating ChatGPT-4: A Novel XAI Interface for Enhanced Clinician Understanding of MRI Image Segmentation Results.
CBMS
Greta Grillo, Tommaso Torda, Cecilia Voena, Andrea Ciardiello, Stefano Giagu
2023 J jnl
Artificial neural networks exploiting point cloud data for fragmented solid objects classification.
Mach. Learn. Sci. Technol.
Alessandro Baiocchi, Stefano Giagu, Christian Napoli, Marco Serra, Pietro Nardelli, M. Valleriani
2023 J jnl
Convergent Approaches to AI Explainability for HEP Muonic Particles Pattern Recognition.
Comput. Softw. Big Sci.
Leandro Maglianella, Lorenzo Nicoletti, Stefano Giagu, Christian Napoli, Simone Scardapane
2023 J jnl
Convolutional neural network based decoders for surface codes.
Quantum Inf. Process.
Simone Bordoni, Stefano Giagu
2023 J jnl
Fast Neural Network Inference on FPGAs for Triggering on Long-Lived Particles at Colliders.
CoRR
Andrea Coccaro, Francesco Armando Di Bello, Stefano Giagu, Lucrezia Rambelli, Nicola Stocchetti
2023 J jnl
Fast neural network inference on FPGAs for triggering on long-lived particles at colliders.
Mach. Learn. Sci. Technol.
Andrea Coccaro, Francesco Armando Di Bello, Stefano Giagu, Lucrezia Rambelli, Nicola Stocchetti
2023 J jnl
Nearest Neighbours Graph Variational AutoEncoder.
Algorithms
Lorenzo Arsini, Barbara Caccia, Andrea Ciardiello, Stefano Giagu, Carlo Mancini Terracciano
2023 — conf
Quantum circuit noise simulation with reinforcement learning (Short Paper).
AIQxQIA@AI*IA
Simone Bordoni, Andrea Papaluca, Piergiorgio Buttarini, Alejandro Sopena, Stefano Carrazza, Stefano Giagu
2023 — conf
Tracin in Semantic Segmentation of Tumor Brains in MRI, an Extended Approach (SHORT PAPER).
HC@AIxIA
Tommaso Torda, Simona Gargiulo, Greta Grillo, Andrea Ciardiello, Cecilia Voena, Stefano Giagu, Simone Scardapane