Nikita Severin

According to our database, Nikita Severin authored at least 15 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

B3Emo: Quantifying Affect as a Double-Edged Sword in Strategic LLM Interactions.

Aleksei Stepin, Mikhail Mozikov, Artyom Kabanov, Vladimir Kubasov, Rustam Akimov, Ivan Nasonov, Nikita Glazkov, Roman Sultimov, Ivan Makovetskiy, Nikita Severin, Yury Maximov, Andrey V. Savchenko, Ilya Makarov

IEEE Access, 2026

Beyond Isolated Clients: Integrating Graph-Based Embeddings into Event Sequence Models.

Harry Proshian, Nikita Severin, Sergey I. Nikolenko, Ivan Kireev, Andrey V. Savchenko, Ivan Sergeev, Maria Postnova, Ilya Makarov

Proceedings of the ACM Web Conference 2026, 2026

Pre-trained LLMs Meet Sequential Recommenders: Efficient User-Centric Knowledge Distillation.

Nikita Severin, Danil Kartushov, Vladislav Urzhumov, Vladislav Kulikov, Oksana Konovalova, Alexey Grishanov, Anton Klenitskiy, Artem Fatkulin, Alexey Vasilev, Andrey V. Savchenko, Ilya Makarov

Proceedings of the Advances in Information Retrieval, 2026

2025

Explainable Document Classification via Concept Whitening and Stable Graph Patterns.

Eric George Parakal, Sergei O. Kuznetsov, Ilya Makarov, Nikita Severin

IEEE Access, 2025

HL-EAI: A Multimodal Framework Enabling Emotional Reciprocity in Human-AI Strategic Decision-Making.

Mikhail Mozikov, Daniil Orekhov, Ivan Nasonov, Konstantin Baltsat, Vladislav Pedashenko, Dmitrii Abramov, Nikita Severin, Yury Maximov, Andrey V. Savchenko, Ilya Makarov

Proceedings of the 33rd ACM International Conference on Multimedia, 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, Ilya Makarov, Rostislav Grigorev, Ramil Kuleev, Fedor Zhdanov, Artem Shelmanov

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations), 2025

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

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, Tatiana Shavrina, Andrey V. Savchenko, Ilya Makarov

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 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

Proceedings of the IEEE International Conference on Data Mining, 2024

InsideOut: Unifying Emotional LLMs to Foster Empathy.

Mikhail Mozikov, Nikita Severin, Maria Glushanina, Mikhail Baklashkin, Andrey V. Savchenko, Ilya Makarov

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

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

Ti-DC-GNN: Incorporating Time-Interval Dual Graphs for Recommender Systems.

Nikita Severin, Andrey V. Savchenko, Dmitrii Kiselev, Maria Ivanova, Ivan Kireev, Ilya Makarov

Proceedings of the 17th ACM Conference on Recommender Systems, 2023

2022

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

2021

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

2020

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

Proceedings of the 15th Annual International Conference of the Alliance of Digital Humanities Organizations, 2020