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Publications

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Publications by: Ilya Makarov

2026

Multi-armed bandits convergence acceleration using cluster normalizations

Victoria Strenadko, Dmitrii Kiselev, Ilya Makarov

IEEE Access•July 2026

Recommender Systems RL IEEE Access

2026

Beyond Isolated Clients: Integrating Graph-Based Embeddings into Event Sequence Models

Harry Proshian, Nikita Severin, Sergey Nikolenko, Ivan Kireev, Andrey Savchenko, Ivan Sergeev,

Proceedings of the ACM Web Conference 2026 (WWW)•April 2026

DOI: https://doi.org/10.1145/3774904.3792886

GNN SSL Representation Learning Recommender Systems WWW

2026

Pre-trained LLMs Meet Sequential Recommenders: Efficient User-Centric Knowledge Distillation

Nikita Severin, Danil Kartushov, Vladislav Urzhumov, Vladislav Kulikov, Oksana Konovalova, Alexey Grishanov,

European Conference on Information Retrieval (ECIR)•March 2026

DOI: https://doi.org/10.1007/978-3-032-21300-6_42

LLM Recommender Systems Knowledge Distillation ECIR