Graph-based Recommendation using Graph Neural Networks. - Marco Dossena; Christopher Irwin; Luigi Portinale (ICMLA, 2022)

Autoencoder with Dual Loss Function for Follow-up Estimation (Short paper). - Marco Dossena; Christopher Irwin (DC@AI*IA, 2023)

A Multi-label Classification Study for the Prediction of Long-COVID Syndrome. - Marco Dossena; Christopher Irwin; Luca Piovesan; Luigi Portinale (AI*IA, 2023)

Structural Positional Encoding for Knowledge Integration in Transformer-based Medical Process Monitoring. - Christopher Irwin; Marco Dossena; Giorgio Leonardi; Stefania Montani (HC@AIxIA, 2023)

Gait Monitoring and Analysis: A Mathematical Approach. - Massimo Canonico; Francesco Desimoni; Alberto Ferrero; Pietro Antonio Grassi; Christopher Irwin; Daiana Campani; Alberto Dal Molin; Massimiliano Panella; Luca Magistrelli (Sensors, 2023)

Resilience of the Electric Grid through Trustable IoT-Coordinated Assets. - Vineet Jagadeesan Nair; Venkatesh Venkataramanan; Priyank Srivastava; Partha S. Sarker; Anurag Srivastava 001; Laurentiu D. Marinovici; Jun Zha; Christopher Irwin; Prateek Mittal; John Williams; H. Vincent Poor; Anuradha M. Annaswamy (CoRR, 2024)

Graph Neural Networks for Gut Microbiome Metaomic data: A preliminary work. - Christopher Irwin; Flavio Mignone; Stefania Montani; Luigi Portinale (CoRR, 2024)

Beyond Labels: A Self-Supervised Framework with Masked Autoencoders and Random Cropping for Breast Cancer Subtype Classification. - Annalisa Chiocchetti; Marco Dossena; Christopher Irwin; Luigi Portinale (CoRR, 2024)

Beyond Labels: A Self-Supervised Framework with Masked Autoencoders and Random Cropping for Breast Cancer Sub-type Classification. - Marco Dossena; Christopher Irwin; Annalisa Chiocchetti; Luigi Portinale (AAAI Spring Symposia, 2025)

Graph Representation Learning for IBD Diagnosis Based on Microbiome Metaomic Data. - Christopher Irwin; Flavio Mignone; Stefania Montani; Luigi Portinale (AIME (1), 2025)

Entropy-Lens: The Information Signature of Transformer Computations. - Riccardo Ali; Francesco Caso; Christopher Irwin; Pietro Liò (CoRR, 2025)