| 2026 | SIGIR | Adaptive Autoguidance for Item-Side Fairness in Diffusion Recommender Systems. | Zihan Li, Gustavo Escobedo, Marta Moscati, Oleg Lesota, Markus Schedl |
| 2025 | CBMI | Music4All A+A: A Multimodal Dataset for Music Information Retrieval Tasks. | Jonas Geiger, Marta Moscati, Shah Nawaz, Markus Schedl |
| 2025 | RecSys | Parameter-Efficient Single Collaborative Branch for Recommendation. | Marta Moscati, Shah Nawaz, Markus Schedl |
| 2024 | RecSys | A Multimodal Single-Branch Embedding Network for Recommendation in Cold-Start and Missing Modality Scenarios. | Christian Ganhr, Marta Moscati, Anna Hausberger, Shah Nawaz, Markus Schedl |
| 2024 | RecSys | Multimodal Representation Learning for High-Quality Recommendations in Cold-Start and Beyond-Accuracy. | Marta Moscati |
| 2024 | WSDM | Psychology-informed Information Access Systems Workshop. | Markus Schedl, Marta Moscati, Bruno Massoni Sguerra, Romain Hennequin, Elisabeth Lex |
| 2023 | RecSys | Multiobjective Hyperparameter Optimization of Recommender Systems. | Marta Moscati, Yashar Deldjoo, Giulio Davide Carparelli, Markus Schedl |
| 2023 | RecSys | Integrating the ACT-R Framework with Collaborative Filtering for Explainable Sequential Music Recommendation. | Marta Moscati, Christian Wallmann, Markus Reiter-Haas, Dominik Kowald, Elisabeth Lex, Markus Schedl |
| 2022 | CIKM | Music4All-Onion - A Large-Scale Multi-faceted Content-Centric Music Recommendation Dataset. | Marta Moscati, Emilia Parada-Cabaleiro, Yashar Deldjoo, Eva Zangerle, Markus Schedl |