Recommender system for an academic supervisor with a matrix normalization approach. - Vladimir Kazakovtsev; Svyatoslav Oreshin; Alexey Serdyukov; Egor Krasheninnikov; Sergey Muravyov; Albert Bezvinnyi; Alexander Panfilov; Igor Glukhov; Yulia E. Kaliberda; Daniil Masalskiy; Timofey Podolenchuk; Maksim Khlopotov (CCRIS, 2020)

Implementing a Machine Learning Approach to Predicting Students' Academic Outcomes. - Svyatoslav Oreshin; Andrey Filchenkov; Polina Petrusha; Egor Krasheninnikov; Alexander Panfilov; Igor Glukhov; Yulia E. Kaliberda; Daniil Masalskiy; Alexey Serdyukov; Vladimir Kazakovtsev; Maksim Khlopotov; Timofey Podolenchuk; et al. (CCRIS, 2020)

Connecting adversarial attacks and optimal transport for domain adaptation. - Arip Asadulaev; Vitaly Shutov; Alexander Korotin; Alexander Panfilov; Andrey Filchenkov (CoRR, 2022)

Easy Batch Normalization. - Arip Asadulaev; Alexander Panfilov; Andrey Filchenkov (CoRR, 2022)

Multi-step domain adaptation by adversarial attack to H ΔH-divergence. - Arip Asadulaev; Alexander Panfilov; Andrey Filchenkov (CoRR, 2022)

A Minimalist Approach for Domain Adaptation with Optimal Transport. - Arip Asadulaev; Vitaly Shutov; Alexander Korotin; Alexander Panfilov; Vladislava Kontsevaya; Andrey Filchenkov (CoLLAs, 2023)

Mechanistic insight into the functional role of human sinoatrial node conduction pathways and pacemaker compartments heterogeneity: A computer model analysis. - Jichao Zhao; Roshan Sharma; Anuradha Kalyanasundaram; James Kennelly; Jieyun Bai; Ning Li; Alexander Panfilov; Vadim V. Fedorov (PLoS Comput. Biol., 2023)

Provable Compositional Generalization for Object-Centric Learning. - Thaddäus Wiedemer; Jack Brady; Alexander Panfilov; Attila Juhos; Matthias Bethge; Wieland Brendel (ICLR, 2024)

A Realistic Threat Model for Large Language Model Jailbreaks. - Valentyn Boreiko; Alexander Panfilov; Václav Vorácek; Matthias Hein 001; Jonas Geiping (CoRR, 2024)

ASIDE: Architectural Separation of Instructions and Data in Language Models. - Egor Zverev; Evgenii Kortukov; Alexander Panfilov; Soroush Tabesh; Alexandra Volkova; Sebastian Lapuschkin; Wojciech Samek; Christoph H. Lampert (CoRR, 2025)

Capability-Based Scaling Laws for LLM Red-Teaming. - Alexander Panfilov; Paul Kassianik; Maksym Andriushchenko; Jonas Geiping (CoRR, 2025)