A Systematic Review and Replicability Study of BERT4Rec for Sequential Recommendation A Petrov, C Macdonald Proceedings of the 16th ACM Conference on Recommender Systems, 436–447, 2022 | 60 | 2022 |
Generative Sequential Recommendation with GPTRec A Petrov, C Macdonald Proceedings of Gen-IR@SIGIR, July 27th, 2023, Taipei, Taiwan, 2023 | 55 | 2023 |
RSS: Effective and Efficient Training for Sequential Recommendation using Recency Sampling A Petrov, C Macdonald ACM Transactions on Recommender Systems (ACM TORS), 2023 | 49 | 2023 |
gSASRec: Reducing overconfidence in sequential recommendation trained with negative sampling AV Petrov, C Macdonald Proceedings of the 17th ACM Conference on Recommender Systems, 116-128, 2023 | 36 | 2023 |
Attention-based neural re-ranking approach for next city in trip recommendations A Petrov, Y Makarov Proceedings of the ACM WSDM WebTour 2021, March 12th, 2021 Jerusalem, Israel, 2021 | 10 | 2021 |
Association-Based Identification of Internet Users Interest M Charnine, A Petrov, I Kuznetsov Proceedings of the International Conference on Artificial Intelligence (ICAI), 1, 2013 | 10 | 2013 |
RecJPQ: Training Large-Catalogue Sequential Recommenders A Petrov, C Macdonald Proceedings of the 17th ACM international conference on Web Search and Data …, 2024 | 9 | 2024 |
Методика учета интересов пользователя при работе в сети Internet на основе его профиля и ассоциативных связей ММ Шарнин, АВ Петров, ИП Кузнецов Труды XV Всероссийской научной конференции RSDL' 14, 86, 2013 | 4 | 2013 |
Shallow Cross-Encoders for Low-Latency Retrieval A Petrov, C Macdonald, S MacAvaney The 46 European Conference on Information Retrieval, 2024 | 3 | 2024 |
Aligning GPTRec with Beyond-Accuracy Goals with Reinforcement Learning AV Petrov, C Macdonald The 2nd Workshop on Recommendation with Generative Models @ WWW'24, 2024 | 2 | 2024 |
Enhancing Sequential Music Recommendation with Personalized Popularity Awareness D Abbattista, VW Anelli, T Di Noia, C Macdonald, AV Petrov Proceedings of the 18th ACM Conference on Recommender Systems, 1168-1173, 2024 | 1 | 2024 |
Transformers for sequential recommendation AV Petrov, C Macdonald European Conference on Information Retrieval, 369-374, 2024 | 1 | 2024 |
MTS Kion implicit contextualised sequential dataset for movie recommendation I Safilo, D Tikhonovich, AV Petrov, DI Ignatov Doklady Mathematics 108 (Suppl 2), S456-S464, 2023 | 1 | 2023 |
MTS Kion Implicit Contextualised Sequential Dataset for Movie Recommendation A Petrov, I Safilo, D Tikhonovich, D Ignatov ACM RecSys'22 - Workshop on Context Aware Recommender Systems (CARS), 2022 | 1 | 2022 |
Improving Minimax Group Fairness in Sequential Recommendation K Acharya, D Wardrope, T Korres, A Petrov, A Uhrenholt arXiv preprint arXiv:2501.18117, 2025 | | 2025 |
Recommender Systems A Petrov, C Macdonald, SB Bruun, C Lioma, M Maistro, DC Rajapakse, ... ACM Transactions on 3 (1), 2025 | | 2025 |
Efficient Inference of Sub-Item Id-based Sequential Recommendation Models with Millions of Items AV Petrov, C Macdonald, N Tonellotto Proceedings of the 18th ACM Conference on Recommender Systems, 912-917, 2024 | | 2024 |
Improving Effectiveness by Reducing Overconfidence in Large Catalogue Sequential Recommendation with gBCE loss AV Petrov, C Macdonald ACM Transactions on Recommender Systems, 2024 | | 2024 |
Effective and Efficient Transformer Models for Sequential Recommendation AV Petrov Proceedings of the 17th ACM International Conference on Web Search and Data …, 2024 | | 2024 |
Effective and Efficient Training for Sequential Recommendation using Recency Sampling A Petrov, C Macdonald Proceedings of the 16th ACM Conference on Recommender Systems, 81-91, 2022 | | 2022 |