Italian Debate on Measles Vaccination: How Twitter Data Highlight Communities and Polarity. - Cynthia Ifeyinwa Ugwu; Sofia Casarin (PKDD/ECML Workshops (2), 2022)

Unsupervised Network Anomaly Detection by Learning on 2D Data Representations. - Sofia Casarin; Sara Baldoni; Marco Carli; Pietro Zanuttigh; Federica Battisti (SDS, 2022)

GRASP-GCN: Graph-Shape Prioritization for Neural Architecture Search under Distribution Shifts. - Sofia Casarin; Oswald Lanz; Sergio Escalera (CVPR Workshops, 2024)

Your Image Is My Video: Reshaping the Receptive Field via Image-to-Video Differentiable AutoAugmentation and Fusion. - Sofia Casarin; Cynthia Ifeyinwa Ugwu; Sergio Escalera; Oswald Lanz (CVPR, 2024)

Fractals as Pre-training Datasets for Anomaly Detection and Localization. - Cynthia Ifeyinwa Ugwu; Sofia Casarin; Oswald Lanz (CVPR Workshops, 2024)

DDS-NAS-Bench: Towards predictors under Data Distribution Shift. - Sofia Casarin; Cynthia Ifeyinwa Ugwu (ICMVA, 2024)

Spatiotemporal Modeling Encounters 3D Medical Image Analysis: Slice-Shift UNet with Multi-View Fusion. - Cynthia Ifeyinwa Ugwu; Sofia Casarin; Oswald Lanz (ICMVA, 2024)

L-SWAG: Layer-Sample Wise Activation with Gradients Information for Zero-Shot NAS on Vision Transformers. - Sofia Casarin; Sergio Escalera; Oswald Lanz (CVPR, 2025)