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

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

Autoregressive Generation Strategies for Top-K Sequential Recommendations. - Anna Volodkevich; Danil Gusak; Anton Klenitskiy; Alexey Vasilev (CoRR, 2024)

Time to Split: Exploring Data Splitting Strategies for Offline Evaluation of Sequential Recommenders. - Danil Gusak; Anna Volodkevich; Anton Klenitskiy; Alexey Vasilev; Evgeny Frolov (CoRR, 2025)