Ilya Makarov

2026

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Pre-trained LLMs Meet Sequential Recommenders: Efficient User-Centric Knowledge Distillation.
Nikita Severin|Danil Kartushov|Vladislav Urzhumov|Vladislav Kulikov|Oksana Konovalova|Alexey Grishanov|Anton Klenitskiy|Artem Fatkulin|Alexey Vasilev|Andrey V. Savchenko|Ilya Makarov
Advances in Information Retrieval - 48th European Conference on Information Retrieval, ECIR 2026, Delft, The Netherlands, March 29 - April 2, 2026, Proceedings, Part II
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SOMIN: Agentic AI for Automating Professional Visibility and Countering Content Homogenization.
Zheng Wang|Maksim Gorodilov|Aleksandr Farseev|Christoph Baumgarten|Shu Xian Teo|Zhao Kui|Kirill Lepikhin|Vanja Josifovski|Kirill Lepikhin|Ilya Makarov|Jun Jie Chew|Kevin Manuel|Vanja Josifovski|Zheng Wang|Maksim Gorodilov|Jaime Francisco Maldonado|Wei Shi|Shu Xian Teo|Zhao Kui|Jun Jie Chew|Ilya Makarov|Jaime Francisco Maldonado|Wei Shi|Ian Cassidy|Ronan Byrne
Proceedings of the 49th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2026, MelbourneVICAustralia, July 20-24, 2026
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Beyond Isolated Clients: Integrating Graph-Based Embeddings into Event Sequence Models.
Harry Proshian|Nikita Severin|Sergey I. Nikolenko|Ivan Kireev|Andrey V. Savchenko|Ivan Sergeev|Maria Postnova|Ilya Makarov
Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026.

2023

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A Semi-Supervised Deep Learning Approach to Dataset Collection for Query-by-Humming Task.
Amantur Amatov|Dmitry Lamanov|Maksim Titov|Ivan Vovk|Ilya Makarov|Mikhail A. Kudinov
Proceedings of the 24th International Society for Music Information Retrieval Conference, ISMIR 2023, Milan, Italy, November 5-9, 2023.