Are Safer Looking Neighborhoods More Lively?: A Multimodal Investigation into Urban Life. - Marco De Nadai; Radu-Laurentiu Vieriu; Gloria Zen; Stefan Dragicevic; Nikhil Naik 003; Michele Caraviello; César Augusto Hidalgo; Nicu Sebe; Bruno Lepri (ACM Multimedia, 2016)

The Death and Life of Great Italian Cities: A Mobile Phone Data Perspective. - Marco De Nadai; Jacopo Staiano; Roberto Larcher; Nicu Sebe; Daniele Quercia; Bruno Lepri (WWW, 2016)

The Mobile Territorial Lab: a multilayered and dynamic view on parents' daily lives. - Simone Centellegher; Marco De Nadai; Michele Caraviello; Chiara Leonardi; Michele Vescovi; Yusi Ramadian; Nuria Oliver; Fabio Pianesi; Alex Pentland; Fabrizio Antonelli; Bruno Lepri (EPJ Data Sci., 2016)

The Economic Value of Neighborhoods: Predicting Real Estate Prices from the Urban Environment. - Marco De Nadai; Bruno Lepri (DSAA, 2018)

Is social capital associated with synchronization in human communication? An analysis of Italian call records and measures of civic engagement. - Marco Mamei; Francesca Pancotto; Marco De Nadai; Bruno Lepri; Michele Vescovi; Franco Zambonelli; Alex Pentland (EPJ Data Sci., 2018)

Gesture-to-Gesture Translation in the Wild via Category-Independent Conditional Maps. - Yahui Liu; Marco De Nadai; Gloria Zen; Nicu Sebe; Bruno Lepri (ACM Multimedia, 2019)

Apps, Places and People: strategies, limitations and trade-offs in the physical and digital worlds. - Marco De Nadai; Ângelo Cardoso; Antonio Lima; Bruno Lepri; Nuria Oliver (CoRR, 2019)

Into the city: A Multi-Disciplinary Investigation of Urban Life. - Marco De Nadai (2019)

Understanding Individual Behaviour: From Virtual to Physical Patterns. - Marco De Nadai; Bruno Lepri; Nuria Oliver (ECAI, 2020)

Semantic-Guided Inpainting Network for Complex Urban Scenes Manipulation. - Pierfrancesco Ardino; Yahui Liu; Elisa Ricci 001; Bruno Lepri; Marco De Nadai (ICPR, 2020)

Retrieval Guided Unsupervised Multi-domain Image to Image Translation. - Raul Gomez; Yahui Liu; Marco De Nadai; Dimosthenis Karatzas; Bruno Lepri; Nicu Sebe (ACM Multimedia, 2020)

Describe What to Change: A Text-guided Unsupervised Image-to-image Translation Approach. - Yahui Liu; Marco De Nadai; Deng Cai 002; Huayang Li; Xavier Alameda-Pineda; Nicu Sebe; Bruno Lepri (ACM Multimedia, 2020)

GMM-UNIT: Unsupervised Multi-Domain and Multi-Modal Image-to-Image Translation via Attribute Gaussian Mixture Modeling. - Yahui Liu; Marco De Nadai; Jian Yao 002; Nicu Sebe; Bruno Lepri; Xavier Alameda-Pineda (CoRR, 2020)

Mobile phone data and COVID-19: Missing an opportunity? - Nuria Oliver; Emmanuel Letouzé; Harald Sterly; Sébastien Delataille; Marco De Nadai; Bruno Lepri; Renaud Lambiotte; Richard Benjamins; Ciro Cattuto; Vittoria Colizza; Nicolas de Cordes; Samuel P. Fraiberger; et al. (CoRR, 2020)

Socio-economic, built environment, and mobility conditions associated with crime: A study of multiple cities. - Marco De Nadai; Yanyan Xu 002; Emmanuel Letouzé; Marta C. González; Bruno Lepri (CoRR, 2020)

Smoothing the Disentangled Latent Style Space for Unsupervised Image-to-Image Translation. - Yahui Liu; Enver Sangineto; Yajing Chen; Linchao Bao; Haoxian Zhang; Nicu Sebe; Bruno Lepri; Wei Wang 108; Marco De Nadai (CVPR, 2021)

Click to Move: Controlling Video Generation with Sparse Motion. - Pierfrancesco Ardino; Marco De Nadai; Bruno Lepri; Elisa Ricci 001; Stéphane Lathuilière (ICCV, 2021)

Efficient Training of Visual Transformers with Small Datasets. - Yahui Liu; Enver Sangineto; Wei Bi; Nicu Sebe; Bruno Lepri; Marco De Nadai (NeurIPS, 2021)

Efficient Training of Visual Transformers with Small-Size Datasets. - Yahui Liu; Enver Sangineto; Wei Bi; Nicu Sebe; Bruno Lepri; Marco De Nadai (CoRR, 2021)

Living in a pandemic: adaptation of individual mobility and social activity in the US. - Lorenzo Lucchini; Simone Centellegher; Luca Pappalardo; Riccardo Gallotti; Filippo Privitera; Bruno Lepri; Marco De Nadai (CoRR, 2021)

Understanding and Rewiring Cities. - Bruno Lepri; Simone Centellegher; Marco De Nadai (ADBIS, 2022)

Spatial Entropy Regularization for Vision Transformers. - Elia Peruzzo; Enver Sangineto; Yahui Liu; Marco De Nadai; Wei Bi; Bruno Lepri; Nicu Sebe (CoRR, 2022)

Smooth image-to-image translations with latent space interpolations. - Yahui Liu; Enver Sangineto; Yajing Chen; Linchao Bao; Haoxian Zhang; Nicu Sebe; Bruno Lepri; Marco De Nadai (CoRR, 2022)

ISF-GAN: An Implicit Style Function for High-Resolution Image-to-Image Translation. - Yahui Liu; Yajing Chen; Linchao Bao; Nicu Sebe; Bruno Lepri; Marco De Nadai (IEEE Trans. Multim., 2023)

Bridging Search and Recommendation in Generative Retrieval: Does One Task Help the Other? - Gustavo Penha; Ali Vardasbi; Enrico Palumbo; Marco De Nadai; Hugues Bouchard (RecSys, 2024)

Towards Graph Foundation Models for Personalization. - Andreas Damianou; Francesco Fabbri; Paul Gigioli; Marco De Nadai; Alice Wang; Enrico Palumbo; Mounia Lalmas (WWW (Companion Volume), 2024)

Personalized Audiobook Recommendations at Spotify Through Graph Neural Networks. - Marco De Nadai; Francesco Fabbri; Paul Gigioli; Alice Wang; Ang Li; Fabrizio Silvestri; Laura Kim; Shawn Lin; Vladan Radosavljevic; Sandeep Ghael; David Nyhan; Hugues Bouchard; et al. (WWW (Companion Volume), 2024)

The long-term and disparate impact of job loss on individual mobility behaviour. - Simone Centellegher; Marco De Nadai; Marco Tonin; Bruno Lepri; Lorenzo Lucchini (CoRR, 2024)

Spatial entropy as an inductive bias for vision transformers. - Elia Peruzzo; Enver Sangineto; Yahui Liu; Marco De Nadai; Wei Bi; Bruno Lepri; Nicu Sebe (Mach. Learn., 2024)

Embedding-to-Prefix: Parameter-Efficient Personalization for Pre-Trained Large Language Models. - Bernd Huber; Ghazal Fazelnia; Andreas Damianou; Sebastian Peleato; Max Lefarov; Praveen Ravichandran; Marco De Nadai; Mounia Lalmas-Roelleke; Paul N. Bennett (CoRR, 2025)

Evaluating Podcast Recommendations with Profile-Aware LLM-as-a-Judge. - Francesco Fabbri; Gustavo Penha; Edoardo D'Amico; Alice Wang; Marco De Nadai; Jackie Doremus; Paul Gigioli; Andreas Damianou; Oskar Stal; Mounia Lalmas (CoRR, 2025)

Describe What You See with Multimodal Large Language Models to Enhance Video Recommendations. - Marco De Nadai; Andreas Damianou; Mounia Lalmas (CoRR, 2025)

Semantic IDs for Joint Generative Search and Recommendation. - Gustavo Penha; Edoardo D'Amico; Marco De Nadai; Enrico Palumbo; Alexandre Tamborrino; Ali Vardasbi; Max Lefarov; Shawn Lin; Timothy Christopher Heath; Francesco Fabbri; Hugues Bouchard (CoRR, 2025)