Multi-omics Classification on Kidney Samples Exploiting Uncertainty-Aware Models. - Marta Lovino; Gianpaolo Bontempo; Giansalvo Cirrincione; Elisa Ficarra (ICIC (2), 2020)

FusionFlow: An Integrated System Workflow for Gene Fusion Detection in Genomic Samples. - Federica Citarrella; Gianpaolo Bontempo; Marta Lovino; Elisa Ficarra (ADBIS (Short Papers), 2022)

Catastrophic Forgetting in Continual Concept Bottleneck Models. - Emanuele Marconato; Gianpaolo Bontempo; Stefano Teso; Elisa Ficarra; Simone Calderara; Andrea Passerini (ICIAP Workshops, 2022)

Enhancing PFI Prediction with GDS-MIL: A Graph-Based Dual Stream MIL Approach. - Gianpaolo Bontempo; Nicola Bartolini; Marta Lovino; Federico Bolelli; Anni Virtanen; Elisa Ficarra (ICIAP (1), 2023)

Buffer-MIL: Robust Multi-instance Learning with a Buffer-Based Approach. - Gianpaolo Bontempo; Luca Lumetti; Angelo Porrello; Federico Bolelli; Simone Calderara; Elisa Ficarra (ICIAP (2), 2023)

Neuro-Symbolic Continual Learning: Knowledge, Reasoning Shortcuts and Concept Rehearsal. - Emanuele Marconato; Gianpaolo Bontempo; Elisa Ficarra; Simone Calderara; Andrea Passerini; Stefano Teso (ICML, 2023)

DAS-MIL: Distilling Across Scales for MIL Classification of Histological WSIs. - Gianpaolo Bontempo; Angelo Porrello; Federico Bolelli; Simone Calderara; Elisa Ficarra (MICCAI (1), 2023)

A Graph-Based Multi-Scale Approach With Knowledge Distillation for WSI Classification. - Gianpaolo Bontempo; Federico Bolelli; Angelo Porrello; Simone Calderara; Elisa Ficarra (IEEE Trans. Medical Imaging, 2024)

CUBIC: Concept Embeddings for Unsupervised Bias Identification using VLMs. - David Méndez; Gianpaolo Bontempo; Elisa Ficarra; Roberto Confalonieri 001; Natalia Díaz Rodríguez (CoRR, 2025)