| 2025 | ECIR | SAFERec: Self-Attention and Frequency Enriched Model for Next Basket Recommendation. | Oleg Lashinin, Denis Krasilnikov, Aleksandr Milogradskii, Marina Ananyeva |
| 2025 | SIGIR | SMMR: Sampling-Based MMR Reranking for Faster, More Diverse, and Balanced Recommendations and Retrieval. | Kiryl Liakhnovich, Oleg Lashinin, Andrei Babkin, Michael Pechatov, Marina Ananyeva |
| 2024 | RecSys | Revisiting BPR: A Replicability Study of a Common Recommender System Baseline. | Aleksandr Milogradskii, Oleg Lashinin, Alexander P, Marina Ananyeva, Sergey Kolesnikov |
| 2023 | ECIR | Time-Dependent Next-Basket Recommendations. | Sergey Naumov, Marina Ananyeva, Oleg Lashinin, Sergey Kolesnikov, Dmitry I. Ignatov |
| 2023 | RecSys | Time-Aware Item Weighting for the Next Basket Recommendations. | Aleksey Romanov, Oleg Lashinin, Marina Ananyeva, Sergey Kolesnikov |
| 2022 | RecSys | Towards Interaction-based User Embeddings in Sequential Recommender Models. | Marina Ananyeva, Oleg Lashinin, Veronika Ivanova, Sergey Kolesnikov, Dmitry I. Ignatov |
| 2022 | RecSys | Revisiting the performance evaluation of knowledge-aware recommender systems: are we making progress? | Marina Ananyeva, Oleg Lashinin, Maria Kuznetsova |
| 2022 | RecSys | Next-basket Recommendation Constrained by Total Cost. | Oleg Lashinin, Marina Ananyeva |