Uniting Contrastive and Generative Learning for Event Sequences Models. - Aleksandr Yugay; Alexey Zaytsev 002 (AIST, 2024)

Improving Uncertainty Estimation with Confidence-Aware Training Data. - Sergey Korchagin; Ekaterina Zaychenkova; Aleksei Khalin; Aleksandr Yugay; Alexey Zaytsev 002; Egor I. Ershov (WACV, 2025)

Learning transactions representations for information management in banks: Mastering local, global, and external knowledge. - Alexandra Bazarova; Maria Kovaleva; Ilya Kuleshov; Evgenia Romanenkova; Alexander Stepikin; Aleksandr Yugay; Dzhambulat Mollaev; Ivan Kireev; Andrey V. Savchenko; Alexey Zaytsev 002 (Int. J. Inf. Manag. Data Insights, 2025)

Hallucination Detection in LLMs via Topological Divergence on Attention Graphs. - Alexandra Bazarova; Aleksandr Yugay; Andrey Shulga; Alina Ermilova; Andrei V. Sokolov; Konstantin Polev; Julia Belikova; Rauf Parchiev; Dmitry Simakov; Maxim Savchenko; Andrey V. Savchenko; Serguei Barannikov; et al. (CoRR, 2025)