Hiding Backdoors within Event Sequence Data via Poisoning Attacks. - Elizaveta Kovtun; Alina Ermilova; Dmitry Berestnev; Alexey Zaytsev 002 (CoRR, 2023)

Robust Representation Learning via Sparse Attention Mechanism for Similarity Models. - Alina Ermilova; Nikita Baramiia; Valerii Kornilov; Sergey Petrakov; Alexey Zaytsev 002 (IEEE Access, 2024)

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)