Alexey Grishanov

grishanov.av@phystech.edu
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I am a Phd student at Moscow Institute of Physics and Tecnhology (MIPT) and member of Sber AI Lab.

Professional interests: Recommender systems, Reinforcement Learning.

Publications

  1. Grishanov A., Ianina A., Vorontsov K. Multiobjective Evaluation of Reinforcement Learning Based Recommender Systems // Proceedings of the 16th ACM Conference on Recommender Systems (RecSys ’22). Pp. 622–627.
  2. Artemiev A.*, Parinov D.*, Grishanov A.*, Borisov I., Vasilev A., Muravetskii D., Rezvykh A., Goncharov A., and Savchenko A. Leveraging Summarization for Unsupervised Dialogue Topic Segmentation // Findings of the NAACL 2024.
  3. Severin N., Kartushov D., Urzhumov V., Kulikov V., Konovalova O., Grishanov A., Klenitskiy A., Fatkulin A., Vasilev A., Savchenko A., Makarov I. Pre-trained LLMs Meet Sequential Recommenders: Efficient User-Centric Knowledge Distillation // ECIR 2026.

Courses

Recommender Systems