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Publications by: Ilya Makarov

2026

Framework GNN-AID: Graph Neural Network Analysis, Interpretation and Defense

Kirill Lukianov, Mikhail Drobyshevskiy, Georgii Sazonov, Mikhail Soloviov, Ilya Makarov

Proceedings of the AAAI Conference on Artificial Intelligence•March 2026
GNNExplainable AITrustworthy AIAAAI
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2026

RESPOND: Realistic Environment Simulation of Population and Natural Disasters with LLM-Driven Agents

Roman Sultimov, Mikhail Mozikov, Dmitrii Abramov, Mariia Kovalchuk, Maksim Malykh, Ilya Makarov,

Proceedings of the AAAI Conference on Artificial Intelligence•March 2026
LLM AgentsNatural DisastersclimateMulti-Agent SystemsAAAI
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2026

Offensive Yet Efficient: Semantic Summarization via Obscene Lexicon

Anton Perekhodov, Ilya Makarov

AAAI 2026 Workshop on AI Governance (AIGOV)•January 2026
NLPText SummarizationRussianAI EthicsAAAI
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