Marco De Nadai

53 papers A* 8A 5B 2C 1Journal 34Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Unified Language Model for Large Scale Search, Recommendation, and Reasoning. CoRR Marco De Nadai, Edoardo D'Amico, Max Lefarov, Alexandre Tamborrino, Divita Vohra, Mark VanMiddlesworth, Shawn Lin, Jacqueline Wood, Jan Stypka, Eliza Klyce, Keshi Dai, Timothy Christopher Heath, Martin D. Gould, Yves Raimond, Sandeep Ghael, Tony Jebara, Andreas Damianou, Vladan Radosavljevic, Paul N. Bennett, Mounia Lalmas, Praveen Chandar
2026	J	`jnl`	Deploying Semantic ID-based Generative Retrieval for Large-Scale Podcast Discovery at Spotify. CoRR Edoardo D'Amico, Marco De Nadai, Praveen Chandar, Divita Vohra, Shawn Lin, Max Lefarov, Paul Gigioli, Gustavo Penha, Ilya Kopysitsky, Ivo Joel Senese, Darren Mei, Francesco Fabbri, Oguz Semerci, Yu Zhao, Vincent Tang, Brian St. Thomas, Alexandra Ranieri, Matthew N. K. Smith, Aaron Bernkopf, Bryan Leung, Ghazal Fazelnia, Mark VanMiddlesworth, Timothy Christopher Heath, Petter Pehrson Skidén, Alice Y. Wang, Doug J. Cole, Andreas Damianou, Maya Hristakeva, Reid Wilbur, Tarun Chillara, Vladan Radosavljevic, Pooja Chitkara, Sainath Adapa, Juan Elenter, Bernd Huber, Jacqueline Wood, Saaketh Vedantam, Jan Stypka, Sandeep Ghael, Martin D. Gould, David Murgatroyd, Yves Raimond, Mounia Lalmas, Paul N. Bennett
2025	A	`conf`	Describe What You See with Multimodal Large Language Models to Enhance Video Recommendations. RecSys Marco De Nadai, Andreas Damianou, Mounia Lalmas
2025	J	`jnl`	Describe What You See with Multimodal Large Language Models to Enhance Video Recommendations. CoRR Marco De Nadai, Andreas Damianou, Mounia Lalmas
2025	J	`jnl`	Embedding-to-Prefix: Parameter-Efficient Personalization for Pre-Trained Large Language Models. CoRR Bernd Huber, Ghazal Fazelnia, Andreas Damianou, Sebastian Peleato, Max Lefarov, Praveen Ravichandran, Marco De Nadai, Mounia Lalmas-Roelleke, Paul N. Bennett
2025	A	`conf`	Evaluating Podcast Recommendations with Profile-Aware LLM-as-a-Judge. RecSys Francesco Fabbri, Gustavo Penha, Edoardo D'Amico, Alice Wang, Marco De Nadai, Jackie Doremus, Paul Gigioli, Andreas Damianou, Oskar Stål, Mounia Lalmas
2025	J	`jnl`	Evaluating Podcast Recommendations with Profile-Aware LLM-as-a-Judge. CoRR Francesco Fabbri, Gustavo Penha, Edoardo D'Amico, Alice Wang, Marco De Nadai, Jackie Doremus, Paul Gigioli, Andreas Damianou, Oskar Stål, Mounia Lalmas
2025	A	`conf`	Semantic IDs for Joint Generative Search and Recommendation. RecSys 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
2025	J	`jnl`	Semantic IDs for Joint Generative Search and Recommendation. CoRR 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
2024	A	`conf`	Bridging Search and Recommendation in Generative Retrieval: Does One Task Help the Other? RecSys Gustavo Penha, Ali Vardasbi, Enrico Palumbo, Marco De Nadai, Hugues Bouchard
2024	J	`jnl`	Bridging Search and Recommendation in Generative Retrieval: Does One Task Help the Other? CoRR Gustavo Penha, Ali Vardasbi, Enrico Palumbo, Marco De Nadai, Hugues Bouchard
2024	—	`conf`	Personalized Audiobook Recommendations at Spotify Through Graph Neural Networks. WWW (Companion Volume) 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, Mounia Lalmas, Andreas Damianou
2024	J	`jnl`	Personalized Audiobook Recommendations at Spotify Through Graph Neural Networks. CoRR 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, Mounia Lalmas-Roelleke, Andreas Damianou
2024	J	`jnl`	Spatial entropy as an inductive bias for vision transformers. Mach. Learn. Elia Peruzzo, Enver Sangineto, Yahui Liu, Marco De Nadai, Wei Bi, Bruno Lepri, Nicu Sebe
2024	J	`jnl`	The long-term and disparate impact of job loss on individual mobility behaviour. CoRR Simone Centellegher, Marco De Nadai, Marco Tonin, Bruno Lepri, Lorenzo Lucchini
2024	—	`conf`	Towards Graph Foundation Models for Personalization. WWW (Companion Volume) Andreas Damianou, Francesco Fabbri, Paul Gigioli, Marco De Nadai, Alice Wang, Enrico Palumbo, Mounia Lalmas
2024	J	`jnl`	Towards Graph Foundation Models for Personalization. CoRR Andreas Damianou, Francesco Fabbri, Paul Gigioli, Marco De Nadai, Alice Wang, Enrico Palumbo, Mounia Lalmas
2023	J	`jnl`	ISF-GAN: An Implicit Style Function for High-Resolution Image-to-Image Translation. IEEE Trans. Multim. Yahui Liu, Yajing Chen, Linchao Bao, Nicu Sebe, Bruno Lepri, Marco De Nadai
2022	J	`jnl`	Smooth image-to-image translations with latent space interpolations. CoRR Yahui Liu, Enver Sangineto, Yajing Chen, Linchao Bao, Haoxian Zhang, Nicu Sebe, Bruno Lepri, Marco De Nadai
2022	J	`jnl`	Spatial Entropy Regularization for Vision Transformers. CoRR Elia Peruzzo, Enver Sangineto, Yahui Liu, Marco De Nadai, Wei Bi, Bruno Lepri, Nicu Sebe
2022	C	`conf`	Understanding and Rewiring Cities. ADBIS Bruno Lepri, Simone Centellegher, Marco De Nadai
2021	A*	`conf`	Click to Move: Controlling Video Generation with Sparse Motion. ICCV Pierfrancesco Ardino, Marco De Nadai, Bruno Lepri, Elisa Ricci, Stéphane Lathuilière
2021	J	`jnl`	Click to Move: Controlling Video Generation with Sparse Motion. CoRR Pierfrancesco Ardino, Marco De Nadai, Bruno Lepri, Elisa Ricci, Stéphane Lathuilière
2021	A*	`conf`	Efficient Training of Visual Transformers with Small Datasets. NeurIPS Yahui Liu, Enver Sangineto, Wei Bi, Nicu Sebe, Bruno Lepri, Marco De Nadai
2021	J	`jnl`	Efficient Training of Visual Transformers with Small-Size Datasets. CoRR Yahui Liu, Enver Sangineto, Wei Bi, Nicu Sebe, Bruno Lepri, Marco De Nadai
2021	J	`jnl`	ISF-GAN: An Implicit Style Function for High-Resolution Image-to-Image Translation. CoRR Yahui Liu, Yajing Chen, Linchao Bao, Nicu Sebe, Bruno Lepri, Marco De Nadai
2021	J	`jnl`	Living in a pandemic: adaptation of individual mobility and social activity in the US. CoRR Lorenzo Lucchini, Simone Centellegher, Luca Pappalardo, Riccardo Gallotti, Filippo Privitera, Bruno Lepri, Marco De Nadai
2021	A*	`conf`	Smoothing the Disentangled Latent Style Space for Unsupervised Image-to-Image Translation. CVPR Yahui Liu, Enver Sangineto, Yajing Chen, Linchao Bao, Haoxian Zhang, Nicu Sebe, Bruno Lepri, Wei Wang, Marco De Nadai
2021	J	`jnl`	Smoothing the Disentangled Latent Style Space for Unsupervised Image-to-Image Translation. CoRR Yahui Liu, Enver Sangineto, Yajing Chen, Linchao Bao, Haoxian Zhang, Nicu Sebe, Bruno Lepri, Wei Wang, Marco De Nadai
2020	J	`jnl`	Describe What to Change: A Text-guided Unsupervised Image-to-Image Translation Approach. CoRR Yahui Liu, Marco De Nadai, Deng Cai, Huayang Li, Xavier Alameda-Pineda, Nicu Sebe, Bruno Lepri
2020	A*	`conf`	Describe What to Change: A Text-guided Unsupervised Image-to-image Translation Approach. ACM Multimedia Yahui Liu, Marco De Nadai, Deng Cai, Huayang Li, Xavier Alameda-Pineda, Nicu Sebe, Bruno Lepri
2020	J	`jnl`	GMM-UNIT: Unsupervised Multi-Domain and Multi-Modal Image-to-Image Translation via Attribute Gaussian Mixture Modeling. CoRR Yahui Liu, Marco De Nadai, Jian Yao, Nicu Sebe, Bruno Lepri, Xavier Alameda-Pineda
2020	J	`jnl`	Mobile phone data and COVID-19: Missing an opportunity? CoRR 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, Till Koebe, Sune Lehmann, Juan Murillo, Alex Pentland, Phuong N. Pham, Frédéric Pivetta, Albert Ali Salah, Jari Saramäki, Samuel V. Scarpino, Michele Tizzoni, Stefaan Verhulst, Patrick Vinck
2020	A*	`conf`	Retrieval Guided Unsupervised Multi-domain Image to Image Translation. ACM Multimedia Raul Gomez, Yahui Liu, Marco De Nadai, Dimosthenis Karatzas, Bruno Lepri, Nicu Sebe
2020	J	`jnl`	Retrieval Guided Unsupervised Multi-domain Image-to-Image Translation. CoRR Raul Gomez, Yahui Liu, Marco De Nadai, Dimosthenis Karatzas, Bruno Lepri, Nicu Sebe
2020	B	`conf`	Semantic-Guided Inpainting Network for Complex Urban Scenes Manipulation. ICPR Pierfrancesco Ardino, Yahui Liu, Elisa Ricci, Bruno Lepri, Marco De Nadai
2020	J	`jnl`	Semantic-Guided Inpainting Network for Complex Urban Scenes Manipulation. CoRR Pierfrancesco Ardino, Yahui Liu, Elisa Ricci, Bruno Lepri, Marco De Nadai
2020	J	`jnl`	Socio-economic, built environment, and mobility conditions associated with crime: A study of multiple cities. CoRR Marco De Nadai, Yanyan Xu, Emmanuel Letouzé, Marta C. González, Bruno Lepri
2020	A	`conf`	Understanding Individual Behaviour: From Virtual to Physical Patterns. ECAI Marco De Nadai, Bruno Lepri, Nuria Oliver
2020	J	`jnl`	Understanding individual behaviour: from virtual to physical patterns. CoRR Marco De Nadai, Bruno Lepri, Nuria Oliver
2019	J	`jnl`	Apps, Places and People: strategies, limitations and trade-offs in the physical and digital worlds. CoRR Marco De Nadai, Ângelo Cardoso, Antonio Lima, Bruno Lepri, Nuria Oliver
2019	A*	`conf`	Gesture-to-Gesture Translation in the Wild via Category-Independent Conditional Maps. ACM Multimedia Yahui Liu, Marco De Nadai, Gloria Zen, Nicu Sebe, Bruno Lepri
2019	J	`jnl`	Gesture-to-Gesture Translation in the Wild via Category-Independent Conditional Maps. CoRR Yahui Liu, Marco De Nadai, Gloria Zen, Nicu Sebe, Bruno Lepri
2019	—	`—`	Into the city: A Multi-Disciplinary Investigation of Urban Life. Marco De Nadai
2018	J	`jnl`	Is social capital associated with synchronization in human communication? An analysis of Italian call records and measures of civic engagement. CoRR Marco Mamei, Francesca Pancotto, Marco De Nadai, Bruno Lepri, Michele Vescovi, Francesco Zambonelli, Alex Pentland
2018	J	`jnl`	Is social capital associated with synchronization in human communication? An analysis of Italian call records and measures of civic engagement. EPJ Data Sci. Marco Mamei, Francesca Pancotto, Marco De Nadai, Bruno Lepri, Michele Vescovi, Franco Zambonelli, Alex Pentland
2018	B	`conf`	The Economic Value of Neighborhoods: Predicting Real Estate Prices from the Urban Environment. DSAA Marco De Nadai, Bruno Lepri
2018	J	`jnl`	The economic value of neighborhoods: Predicting real estate prices from the urban environment. CoRR Marco De Nadai, Bruno Lepri
2016	J	`jnl`	Are Safer Looking Neighborhoods More Lively? A Multimodal Investigation into Urban Life. CoRR Marco De Nadai, Radu L. Vieriu, Gloria Zen, Stefan Dragicevic, Nikhil Naik, Michele Caraviello, César A. Hidalgo, Nicu Sebe, Bruno Lepri
2016	A*	`conf`	Are Safer Looking Neighborhoods More Lively?: A Multimodal Investigation into Urban Life. ACM Multimedia Marco De Nadai, Radu-Laurentiu Vieriu, Gloria Zen, Stefan Dragicevic, Nikhil Naik, Michele Caraviello, César Augusto Hidalgo, Nicu Sebe, Bruno Lepri
2016	A*	`conf`	The Death and Life of Great Italian Cities: A Mobile Phone Data Perspective. WWW Marco De Nadai, Jacopo Staiano, Roberto Larcher, Nicu Sebe, Daniele Quercia, Bruno Lepri
2016	J	`jnl`	The Death and Life of Great Italian Cities: A Mobile Phone Data Perspective. CoRR Marco De Nadai, Jacopo Staiano, Roberto Larcher, Nicu Sebe, Daniele Quercia, Bruno Lepri
2016	J	`jnl`	The Mobile Territorial Lab: a multilayered and dynamic view on parents' daily lives. EPJ Data Sci. Simone Centellegher, Marco De Nadai, Michele Caraviello, Chiara Leonardi, Michele Vescovi, Yusi Ramadian, Nuria Oliver, Fabio Pianesi, Alex Pentland, Fabrizio Antonelli, Bruno Lepri