Computer Vision Approaches to Body Language and Facial Expressions Analysis in XX-century Cinema. - Alena Koroleva; Danila Bulavkin; Evgenii Glazunov; lldar Belyalov; Mariia Knysheva; Nikita Severin; Oleg Serikov (DH, 2020)

Temporal Graph Network Embedding with Causal Anonymous Walks Representations. - Ilya Makarov; Andrey V. Savchenko; Arseny Korovko; Leonid Sherstyuk; Nikita Severin; Aleksandr Mikheev; Dmitrii Babaev (CoRR, 2021)

Temporal network embedding framework with causal anonymous walks representations. - Ilya Makarov; Andrey V. Savchenko; Arseny Korovko; Leonid Sherstyuk; Nikita Severin; Dmitrii Kiselev; Aleksandr Mikheev; Dmitrii Babaev (PeerJ Comput. Sci., 2022)

Ti-DC-GNN: Incorporating Time-Interval Dual Graphs for Recommender Systems. - Nikita Severin; Andrey V. Savchenko; Dmitrii Kiselev; Maria Ivanova; Ivan Kireev; Ilya Makarov (RecSys, 2023)

Comparative Analysis of Logic Reasoning and Graph Neural Networks for Ontology-Mediated Query Answering With a Covering Axiom. - Olga Gerasimova; Nikita Severin; Ilya Makarov (IEEE Access, 2023)

InsideOut: Unifying Emotional LLMs to Foster Empathy. - Mikhail Mozikov; Nikita Severin; Maria Glushanina; Mikhail Baklashkin; Andrey V. Savchenko; Ilya Makarov (ECAI, 2024)

LLM-KT: A Versatile Framework for Knowledge Transfer from Large Language Models to Collaborative Filtering. - Nikita Severin; Aleksei Ziablitsev; Yulia Savelyeva; Valeriy Tashchilin; Ivan Bulychev; Mikhail Yushkov; Artem Kushneruk; Amaliya Zaryvnykh; Dmitrii Kiselev; Andrey V. Savchenko; Ilya Makarov (ICDM (Workshops), 2024)

EAI: Emotional Decision-Making of LLMs in Strategic Games and Ethical Dilemmas. - Mikhail Mozikov; Nikita Severin; Valeria Bodishtianu; Maria Glushanina; Ivan Nasonov; Daniil Orekhov; Pekhotin Vladislav; Ivan Makovetskiy; Mikhail Baklashkin; Vasily Lavrentyev; Akim Tsvigun; Denis Turdakov; et al. (NeurIPS, 2024)

The Good, the Bad, and the Hulk-like GPT: Analyzing Emotional Decisions of Large Language Models in Cooperation and Bargaining Games. - Mikhail Mozikov; Nikita Severin; Valeria Bodishtianu; Maria Glushanina; Mikhail Baklashkin; Andrey V. Savchenko; Ilya Makarov (CoRR, 2024)

Explainable Document Classification via Concept Whitening and Stable Graph Patterns. - Eric George Parakal; Sergei O. Kuznetsov; Ilya Makarov; Nikita Severin (IEEE Access, 2025)

ATGen: A Framework for Active Text Generation. - Akim Tsvigun; Daniil Vasilev; Ivan Tsvigun; Ivan Lysenko; Talgat Bektleuov; Aleksandr Medvedev; Uliana Vinogradova; Nikita Severin; Mikhail Mozikov; Andrey V. Savchenko; Rostislav Grigorev; Ramil Kuleev; et al. (CoRR, 2025)