RECE: Reduced Cross-Entropy Loss for Large-Catalogue Sequential Recommenders. - Danil Gusak; Gleb Mezentsev; Ivan V. Oseledets; Evgeny Frolov (CIKM, 2024)

SparseGrad: A Selective Method for Efficient Fine-tuning of MLP Layers. - Viktoria Chekalina; Anna Rudenko; Gleb Mezentsev; Aleksandr Mikhalev; Alexander Panchenko; Ivan V. Oseledets (EMNLP, 2024)

Scalable Cross-Entropy Loss for Sequential Recommendations with Large Item Catalogs. - Gleb Mezentsev; Danil Gusak; Ivan V. Oseledets; Evgeny Frolov (RecSys, 2024)

SparseGrad: A Selective Method for Efficient Fine-tuning of MLP Layers. - Viktoria Chekalina; Anna Rudenko; Gleb Mezentsev; Alexander Mikhalev; Alexander Panchenko; Ivan V. Oseledets (CoRR, 2024)

Exploring the Latent Capacity of LLMs for One-Step Text Generation. - Gleb Mezentsev; Ivan V. Oseledets (CoRR, 2025)