Author

V.A. Byzov

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Open access Sep 2026

Reasoning Together: Designing and Evaluating MLLM Team Strategies for Multimodal Quiz Questions

Multimodal large language models (MLLMs) often struggle with open-ended questions requiring the integration of visual evidence, indirect textual clues, and background knowledge. We investigate whether team-based inference improves performance on Russian-language multimodal What? Where? When? questions. We introduce a n...

A. Kotelnikova, V. Byzov, M. Dolzhenkova et al. · Computers · 0 citations

Preprint Aug 2026

The Partition of Paley Graphs into Petersen Graphs and a New Strongly Regular Graph with Parameters (50, 21, 8, 9)

This paper utilizes an extremely simple idea: in the multiplicative group of a finite field $F_q$, cosets of a certain subgroup are considered, and an attempt is made to combine these cosets into pairs such that the resulting induced subgraph in the corresponding Paley graph is strongly regular. It is shown that there...

V. Byzov · 0 citations