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Nikita Glazkov

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#artificial intelligence Open access Sep 2026

EmoMed: An Emotionally-Aware Agent for Multimodal Medical Support with Real-Time Information Retrieval

EmoMed is a multimodal medical consultation agent that adapts its responses based on users' emotional states while maintaining clinical accuracy, demonstrating that emotionally adaptive responses consistently outperform neutral baseline across evaluation dimensions, without compromising clinical accuracy.

I. Nasonov, Nikita Glazkov, Ivan Makovetskiy et al. · 0 citations
Preprint Aug 2026

EvoMem: Memory-Augmented Evolution for Code Optimization

EvoMem is introduced, a persistent memory architecture for LLM-based evolutionary program search that captures and reuses candidate mutation knowledge and provides evidence that persistent memory can reduce some redundant exploration and improve the reuse and adaptation of successful strategies in LLM-driven evolutiona...

Viktor Volkov, Valentin Khrulkov, Andrey V. Galichin et al. · 0 citations

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