Stefano Giagu

Orcid: 0000-0001-9192-3537

According to our database1, Stefano Giagu authored at least 13 papers between 2023 and 2025.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

2023
2024
2025
0
1
2
3
4
5
6
7
8
2
3
5
1
2

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2025
Correction: Convolutional neural network based decoders for surface codes.
Quantum Inf. Process., January, 2025

Mixture-of-Experts Graph Transformers for Interpretable Particle Collision Detection.
CoRR, January, 2025

2024
Efficient Graph Coloring with Neural Networks: A Physics-Inspired Approach for Large Graphs.
CoRR, 2024

Enhancing High-Energy Particle Physics Collision Analysis through Graph Data Attribution Techniques.
CoRR, 2024

Influence based explainability of brain tumors segmentation in multimodal Magnetic Resonance Imaging.
CoRR, 2024

Integrating ChatGPT-4: A Novel XAI Interface for Enhanced Clinician Understanding of MRI Image Segmentation Results.
Proceedings of the 37th IEEE International Symposium on Computer-Based Medical Systems, 2024

2023
Fast neural network inference on FPGAs for triggering on long-lived particles at colliders.
Mach. Learn. Sci. Technol., December, 2023

Artificial neural networks exploiting point cloud data for fragmented solid objects classification.
Mach. Learn. Sci. Technol., December, 2023

Convergent Approaches to AI Explainability for HEP Muonic Particles Pattern Recognition.
Comput. Softw. Big Sci., December, 2023

Convolutional neural network based decoders for surface codes.
Quantum Inf. Process., March, 2023

Nearest Neighbours Graph Variational AutoEncoder.
Algorithms, March, 2023

Quantum circuit noise simulation with reinforcement learning (Short Paper).
Proceedings of the International Workshop on AI for Quantum and Quantum for AI (AIQxQIA 2023) co-located with 22nd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2023), November 6, 2023

Tracin in Semantic Segmentation of Tumor Brains in MRI, an Extended Approach (SHORT PAPER).
Proceedings of the 2nd AIxIA Workshop on Artificial Intelligence For Healthcare (HC@AIxIA 2023) co-located with the 22nd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2023), 2023


  Loading...