| 2026 | WWW | Efficient Learning of Sparse Representations from Interactions. | Vojtech Vancura, Martin Spisk, Rodrigo Alves, Ladislav Peska |
| 2026 | TASE | First Steps in a Paraconsistent Transition Systems Toolkit. | Rodrigo Alves, Juliana Cunha, Alexandre Madeira |
| 2025 | CIKM | Active Recommendation for Email Outreach Dynamics. | Cenek Zid, Rodrigo Alves, Pavel Kordk |
| 2025 | RecSys | The Future is Sparse: Embedding Compression for Scalable Retrieval in Recommender Systems. | Petr Kasalick, Martin Spisk, Vojtech Vancura, Daniel Bohunek, Rodrigo Alves, Pavel Kordk |
| 2025 | RecSys | Probabilistic Modeling, Learnability and Uncertainty Estimation for Interaction Prediction in Movie Rating Datasets. | Jennifer Poernomo, Nicole Gabrielle Lee Tan, Rodrigo Alves, Antoine Ledent |
| 2025 | RecSys | Recurrent Autoregressive Linear Model for Next-Basket Recommendation. | Tereza Zmeskalov, Antoine Ledent, Martin Spisk, Pavel Kordk, Rodrigo Alves |
| 2024 | ICML | Generalization Analysis of Deep Non-linear Matrix Completion. | Antoine Ledent, Rodrigo Alves |
| 2024 | WWW | Unraveling the Dynamics of Stable and Curious Audiences in Web Systems. | Rodrigo Alves, Antoine Ledent, Renato Assuno, Pedro O. S. Vaz de Melo, Marius Kloft |
| 2023 | AAAI | Generalization Bounds for Inductive Matrix Completion in Low-Noise Settings. | Antoine Ledent, Rodrigo Alves, Yunwen Lei, Yann Guermeur, Marius Kloft |
| 2023 | KDD | Bridging Offline-Online Evaluation with a Time-dependent and Popularity Bias-free Offline Metric for Recommenders. | Petr Kasalick, Rodrigo Alves, Pavel Kordk |
| 2023 | RecSys | Uncertainty-adjusted Inductive Matrix Completion with Graph Neural Networks. | Petr Kasalick, Antoine Ledent, Rodrigo Alves |
| 2022 | RecSys | Scalable Linear Shallow Autoencoder for Collaborative Filtering. | Vojtech Vancura, Rodrigo Alves, Petr Kasalick, Pavel Kordk |
| 2021 | RecSys | Burst-induced Multi-Armed Bandit for Learning Recommendation. | Rodrigo Alves, Antoine Ledent, Marius Kloft |
| 2019 | WorldCIST | Yet Another Virtual Butler to Bridge the Gap Between Users and Ambient Assisted Living. | Marta Carvalho, Ricardo Domingues, Rodrigo Alves, Antnio Pereira, Nuno Costa |
| 2018 | HealthCom | Teenpower: an integrated architecture for an mHealth platform designed for e-Empowering teenagers to prevent obesity : A showcase of the TeenPower platform. | Marta Carvalho, Rodrigo Alves, Catarina I. Reis, Ricardo Martinho, Pedro Sousa, Pedro Gaspar |