publications

2026

2026

  1. 2026_10_sigconf.png
    Psychology-Inspired Machine Learning for Music: Evoked Emotion Recognition and Emotion-Aware Music Recommendation
    Marta Moscati
    ACM SIGWEB Newsletter, Jul 2026
  2. 2026_SIGIR_A2G.png
    Adaptive Autoguidance for Item-Side Fairness in Diffusion Recommender Systems
    Zihan Li, Gustavo Escobedo, Marta Moscati, and 2 more authors
    In Proceedings of the 49th International ACM SIGIR Conference on Research and Development in Information Retrieval, Jul 2026
  3. FAME2026.png
    Linking Faces and Voices Across Languages: Insights from the FAME 2026 Challenge
    Marta Moscati, Ahmed Abdullah, Muhammad Saad Saeed, and 7 more authors
    In Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2026
  4. bevfusion.png
    SB-BEVFusion: Enhancing the Robustness against Sensor Malfunction and Corruptions
    Markus Essl, Marta Moscati, Mubashir Noman, and 4 more authors
    In Proceedings of the IEEE International Conference on Image Processing (ICIP), Sep 2026
  5. SwapRec.png
    SwapRec: Warming Up Cold Items Through Training-Time Similar-Content Swaps
    Marta Moscati, Jan Malte Lichtenberg, Davide Abbattista, and 3 more authors
    In Proceedings of DaQuaMRec 2026, the 2nd International Workshop on Data Quality-Aware Multimodal Recommendation, co-located with the 20th ACM Conference on Recommender Systems (RecSys 2026), September 28 - October 2, 2026, Minneapolis, Minnesota, USA., Sep 2026
  6. EmotionCalibration.png
    Emotion-calibrated Music Recommendation
    Marta Moscati, Emra Gurung, Shah Nawaz, and 2 more authors
    In Proceedings of MuRS 2026, the 4th Workshop Music Recommender Systems Workshop, co-located with the 20th ACM Conference on Recommender Systems (RecSys 2026), September 28 - October 2, 2026, Minneapolis, Minnesota, USA., Sep 2026
  7. OrdinalCalibration.png
    Calibrating Recommendations on Ordinal Attributes
    Marta Moscati, Varvara Toloknova, Oleg Lesota, and 1 more author
    In Proceedings of the 20th ACM Conference on Recommender Systems (RecSys 2026), Minneapolis, Minnesota, US, Sep 2026
  8. DaQuaMRec.png
    Second International Workshop on Data Quality-Aware Multimodal Recommendation (DaQuaMRec)
    Claudio Pomo, Daniele Malitesta, Alberto Carlo Maria Mancino, and 4 more authors
    In Proceedings of the 20th ACM Conference on Recommender Systems (RecSys 2026), Minneapolis, Minnesota, US, Sep 2026
  9. MuRS.jpg
    MuRS 2026: 4th Music Recommender Systems Workshop
    Andrés Ferraro, Lorenzo Porcaro, Marta Moscati, and 1 more author
    In Proceedings of the 20th ACM Conference on Recommender Systems (RecSys 2026), Minneapolis, Minnesota, US, Sep 2026
  10. SPRIG.png
    SPRIG: Semantic-ID-enhanced Paths for Knowledge Graph-based Generative Recommendation
    Justin Hangoebl, Marta Moscati, Alessandro B. Melchiorre, and 2 more authors
    In Proceedings of the 35th ACM International Conference on Information & Knowledge Management (CIKM), Rome, Italy, Nov 2026
  11. 2026_06_GMAP_UMAP.png
    Networked Tastes: Homophily for Music Recommendation
    Marta Moscati, Xinwei Xu, and Markus Schedl
    In Workshops Proceedings of the 34th ACM Conference on User Modeling, Adaptation and Personalization (UMAP), Gothenburg, Sweden, Jun 2026
  12. MSM_network.png
    Face-Voice Association with Inductive Bias for Maximum Class Separation
    Marta Moscati, Oleksandr Kats, Mubashir Noman, and 4 more authors
    In Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2026

2025

2025

  1. 2025_music4all.png
    Music4All A+A: A Multimodal Dataset for Music Information Retrieval Tasks
    Jonas Geiger, Marta Moscati, Shah Nawaz, and 1 more author
    In Proceedings of the 22nd IEEE International Conference on Content-based Multimedia Indexing (CBMI), Oct 2025
  2. 2025_TORS_SiBraR.png
    Single-Branch Network Architectures to Close the Modality Gap in Multimodal Recommendation
    Christian Ganhör, Marta Moscati, Anna Hausberger, and 2 more authors
    In ACM Transactions on Recommender Systems, Jul 2025
  3. Single-Branch Architectures for Recommendation
    Marta Moscati
    In DaQuaMRec Workshop on Data Quality-Aware Multimodal Recommendation co-located with RecSys, Sep 2025
  4. 2025_09_cobrar.png
    Parameter-Efficient Single Collaborative Branch for Recommendation
    Marta Moscati, Shah Nawaz, and Markus Schedl
    In Proceedings of the 19th ACM Conference on Recommender Systems, Sep 2025
  5. 2025_09_murs.png
    Audio, Lyrics, Videoclips, Interactions? An Analysis of Uni- and Multi-Modal Music Retrieval Systems in Terms of Accuracy and Beyond-Accuracy Aspects
    Marta Moscati, Gustavo Escobedo, Eduardo Hernandez, and 2 more authors
    In Proc. of the Workshop on Music Recommender Systems (MuRS) co-located with the ACM Conference on Recommender Systems (RecSys), Prague, Czech Republic, Sep 2025
  6. 2025_06_UMAP_discoveryPattern.png
    Familiarizing with Music: Discovery Patterns for Different Music Discovery Needs
    Marta Moscati, Afchar Darius, Markus Schedl, and 1 more author
    In Proceedings of the 33rd ACM Conference on User Modeling, Adaptation and Personalization, New York, NY, United States, Jun 2025
  7. srgnn-emo-cropped.png
    Nuanced Music Emotion Recognition via a Semi-Supervised Multi-Relational Graph Neural Network
    Andreas Peintner, Marta Moscati, Yu Kinoshita, and 6 more authors
    In Transactions of the International Society for Music Information Retrieval, Apr 2025

2024

2024

  1. Psychology-informed Information Access Systems Workshop
    Markus Schedl, Marta Moscati, Bruno Sguerra, and 2 more authors
    In Proceedings of the 17th ACM International Conference on Web Search and Data Mining (WSDM), Mar 2024
  2. 2024_SiBraR.png
    A Multimodal Single-Branch Embedding Network for Recommendation in Cold-Start and Missing Modality Scenarios
    Christian Ganhör*, Marta Moscati*, Anna Hausberger, and 2 more authors
    In Proceedings of the 18th ACM Conference on Recommender Systems (RecSys), Bari, Italy, Oct 2024
  3. 2024_ds.png
    Multimodal Representation Learning for high-quality Recommendations in Cold-start and Beyond-Accuracy
    Marta Moscati
    In Proceedings of the 18th ACM Conference on Recommender Systems (RecSys), Bari, Italy, Oct 2024
  4. 2024_09_ECMLPKDD_Escobedo_SBO_teaser.png
    Making Alice Appear Like Bob: A Probabilistic Preference Obfuscation Method For Implicit Feedback Recommendation Models
    Gustavo Escobedo, Marta Moscati, Peter Müllner, and 4 more authors
    In Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2024), Vilnius, Lithuania, Sep 2024
  5. 2024_10_fame.png
    A Synopsis of FAME 2024 Challenge: Associating Faces with Voices in Multilingual Environments
    Muhammad Saad Saeed*, Shah Nawaz*, Marta Moscati*, and 8 more authors
    In Companion of the 32nd ACM International Conference on Multimedia (MM), Melbourne, Australia, Oct 2024
  6. 2024_EmoMRS.png
    Emotion-Based Music Recommendation from Quality Annotations and Large-Scale User-Generated Tags
    Marta Moscati, Hannah Strauß, Peer-Ole Jacobsen, and 4 more authors
    In Proceedings of the 32nd ACM Conference on User Modeling, Adaptation and Personalization (UMAP), Cagliari, Italy, Jun 2024

2023

2023

  1. 2023_ACT-R.png
    Integrating the ACT-R Framework with Collaborative Filtering for Explainable Sequential Music Recommendation
    Marta Moscati, Christian Wallmann, Markus Reiter-Haas, and 3 more authors
    In Proc. of ACM RecSys, Singapore, Sep 2023
  2. 2023_PerspectivesRecSys_MultiObjectiveHyperOpt.png
    Multiobjective Hyperparameter Optimization of Recommender Systems
    Marta Moscati, Yashar Deldjoo, Giulio Davide Carparelli, and 1 more author
    In Proc. of Perspectives – ACM RecSys, Singapore, Sep 2023

2022

2022

  1. 2022_cikm_onion.png
    Music4All-Onion – A Large-Scale Multi-Faceted Content-Centric Music Recommendation Dataset
    Marta Moscati, Emilia Parada-Cabaleiro, Yashar Deldjoo, and 2 more authors
    In Proc. of CIKM, Oct 2022
  2. 2022_cars_gcnext.png
    Unsupervised Graph Embeddings for Session-based Recommendation with Item Features
    Andreas Peintner, Marta Moscati, Emilia Parada-Cabaleiro, and 2 more authors
    In Proc. of CARS – ACM RecSys, Sep 2022

2019

2019

  1. 2019_thesis.png
    Lepton Flavour Non-Universality - From Effective Field Theory to Extended Gauge Models
    Marta Moscati
    KIT, Karlsruhe, Oct 2019
  2. 2019_fpcp.png
    New Physics in b→cτν: Impact of Polarisation Observables and Bc→τν 
    Marta Moscati
    In Proc. of FPCP, May 2019
  3. 2018_fpcp.png
    Interplay of RD(*) and Zll in the Scalar Leptoquark Scenario
    Marta Moscati, Monika Blanke, and Ulrich Nierste
    Springer Proc. Phys., Jun 2019
  4. 2019_addendum.png
    Addendum to “Impact of polarization observables and Bc→τν  on new physics explanations of the b→cτν  anomaly”
    Marta Moscati, Monika Blanke, Andreas Crivellin, and 3 more authors
    Phys. Rev. D, Aug 2019
  5. 2018_chi.png
    Impact of polarization observables and Bc→τν on new physics explanations of the b→cτν  anomaly
    Marta Moscati, Monika Blanke, Andreas Crivellin, and 4 more authors
    Phys. Rev. D, Jan 2019

2018

2018

  1. 2017_331.png
    Nonminimal 331 model for lepton flavor universality violation in b→sll decays
    Marta Moscati, Sébastien Descotes-Genon, and Giulia Ricciardi
    Phys. Rev. D, Dec 2018