Victoria Dochkina

According to our database, Victoria Dochkina authored at least 4 papers between 2025 and 2026.

Collaborative distances:

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

2026

PersonalAI 2.0: Enhancing knowledge graph traversal/retrieval with planning mechanism for Personalized LLM Agents.

Menschikov Mikhail, Matvey Iskornev, Alexander Kharitonov, Alina Bogdanova, Mikhail Belkin, Ekaterina Lisitsyna, Artyom Sosedka, Victoria Dochkina, Ruslan Kostoev, Ilya Perepechkin, Evgeny Burnaev

CoRR, May, 2026

Drop the Hierarchy and Roles: How Self-Organizing LLM Agents Outperform Designed Structures.

Victoria Dochkina

CoRR, March, 2026

PersonalAI: A Systematic Comparison of Knowledge Graph Storage and Retrieval Approaches for Personalized LLM Agents.

Menschikov Mikhail, Dmitry Evseev, Victoria Dochkina, Ruslan Kostoev, Ilya Perepechkin, Petr Anokhin, Nikita Semenov, Evgeny Burnaev

IEEE Access, 2026

2025

PersonalAI: Towards digital twins in the graph form.

Menschikov Mikhail, Dmitry Evseev, Ruslan Kostoev, Ilya Perepechkin, Ilnaz Salimov, Victoria Dochkina, Petr Anokhin, Evgeny Burnaev, Nikita Semenov

CoRR, June, 2025