Лучшие научные публикации и доклады

• EMNLP

  Категория: A*

  2025

  MADD: Multi-Agent Drug Discovery Orchestra //Findings of the Association for Computational Linguistics: EMNLP 2025. – 2025. – С. 6956-6998.

  G. Solovev, A. Zhidkovskaya, A. Orlova, N. Gubina, A. Vepreva, R. Golovinskii, I. Tonkii, I. Dubrovsky, I. Gurev, D. Gilemkhanov, D. Chistiakov, T. Aliev, I. Poddiakov, G. Zubkova, E. Skorb, V. Vinogradov, A. Boukhanovsky, N. Nikitin, A. Dmitrenko, A. Kalyuzhnaya, A. Savchenko

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• Smart Cities

  Категория: Q1

  2025

  LLM Agents for Smart City Management: Enhancing Decision Support Through Multi-Agent AI Systems //Smart Cities. – 2025. – Т. 8. – №. 1. – С. 19.

  A. Kalyuzhnaya, S. Mityagin, E. Lutsenko, A. Getmanov, Y. Aksenkin, K. Fatkhiev, K. Fedorin, N. Nikitin, N. Chichkova, V. Vorona, A. Boukhanovsky

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• Neurocomputing

  Категория: Q1

  2025

  Edge Feature Empowered Graph Attention Network for Sum Rate Maximization in Heterogeneous D2D Communication System //Neurocomputing. – 2025. – Т. 616. – С. 128883.

  Q. Sun, Y. He, Y. Li, O. Petrosian

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• Smart Cities

  Категория: Q1

  2024

  SemConvTree: semantic convolutional quadtrees for multi-scale event detection in Smart City //Smart Cities. – 2024. – Т. 7. – №. 5. – С. 2763-2780.

  A. Boukhanovsky, D. Nasonov, A. Filatova, M. Kovalchuk, A. Korneev, M. Koreneva, A. Voskresenskii

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• Knowledge-based systems

  Категория: Q1

  2024

  Integration of evolutionary automated machine learning with structural sensitivity analysis for composite pipelines //Knowledge-Based Systems. – 2024. – Т. 302. – С. 112363.

  N. Nikitin, M. Pinchuk, V. Pokrovskii, P. Shevchenko, A. Getmanov, Y. Aksenkin, I. Revin, A. Stebenkov, V. Latypov, E. Poslavskaya, A. Kalyuzhnaya

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• Pattern Recognition Letters

  Категория: Q1

  2024

  Gated Siamese Fusion Network based on multimodal deep and hand-crafted features for personality traits assessment //Pattern Recognition Letters. – 2024. – Т. 185. – С. 45-51.

  E. Ryumina, M. Markitantov, D. Ryumin, A. Karpov

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• Expert Systems with Applications

  Категория: Q1

  2024

  Audio–visual speech recognition based on regulated transformer and spatio–temporal fusion strategy for driver assistive systems //Expert Systems with Applications. – 2024. – Т. 252. – С. 124159.

  D. Ryumin, A. Axyonov, E. Ryumina, D. Ivanko, A. Kashevnik, A. Karpov

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• Smart Cities

  Категория: Q1

  2024

  Forecasting Population Migration in Small Settlements Using Generative Models under Conditions of Data Scarcity //Smart Cities. – 2024. – Т. 7. – №. 5. – С. 2495-2513.

  K. Zakharov ,A. Aghajanyan, A. Kovantsev, A. Boukhanovsky

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• CEC

  Категория: А*

  2024

  Evolutionary Automated Machine Learning for Light-Weight Multi-Modal Pipelines //2024 IEEE Congress on Evolutionary Computation (CEC). – IEEE, 2024. – С. 1-8.

  N. Nikitin, A. Getmanov

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• AAAI

  Категория: А*/Workshop

  2024

  Benchmarking of Graph Structure Preserving Loss Functions for Unsupervised Node Representation Learning

  P. Andreeva, E. Shikov, D. Vaganov

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• AAAI

  Категория: А*/Workshop

  2024

  Can Evolutionary Algorithms Conditionally Generate Attributed Graphs?

  P. Andreeva, I. Deeva, A. Kalyuzhnaya , E. Shikov

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• AAAI

  Категория: А*/Workshop

  2024

  Topological Feature Generation in Automated Machine Learning for Time Series Forecasting

  V. Pokrovskii, I. Revin, V. Potemkin, S. Kasianov, N. Nikitin

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• AAAI

  Категория: А*/Workshop

  2024

  Automated Design of Graph-based Models and Structures using Modular Evolutionary Framework

  G. Kirgizov, N. Nikitin, M. Pinchuk, L. Yamshchikova, I. Deeva, K. Shakhkyan, I. Borisov, K. Zharkov, A. Kalyuzhnaya

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• IROS

  Категория: А*

  2024

  Parametric Synthesis of Compliant Joints for Impact-Robust Shaftless Leg Mechanisms.

  E. Rakshin, D. Ogureckiy, I. Borisov, S. Kolyubin

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• IROS

  Категория: А*

  2024

  OCEAN-AI: Open Multimodal Framework for Personality Traits Assessment and HR-Processes Automatization //Proc. Interspeech 2024. – 2024. – С. 3630-3631.

  E. Ryumina, D. Ryumin, A. Karpov

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• CEC

  Категория: А*

  2024

  Using Island Model in Asynchronous Evolutionary Strategy to Search for Backdoors for SAT //2024 IEEE Congress on Evolutionary Computation (CEC). – IEEE, 2024. – С. 1-7

  A. Pavlenko, A. Semenov

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• CEC

  Категория: А*

  2024

  Lightweight Neural Ensemble Approach for Arctic Sea Ice Forecasting //2024 IEEE Congress on Evolutionary Computation (CEC). – IEEE, 2024. – С. 1-8.

  J. Borisova, N. Nikitin

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• AAAI

  Категория: А*/Workshop

  2024

  Surrogate Modelling for Sea Ice Concentration using Lightweight Neural Ensemble //arXiv preprint arXiv:2312.04330. – 2023.

  J Borisova, N. Nikitin

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• ICASSP 2024

  Категория: А*

  2024

  Audio-Visual Speech Recognition In-The-Wild: Multi-Angle Vehicle Cabin Corpus and Attention-Based Method //ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). – IEEE, 2024. – С. 8195-8199.

  A. Axyonov, D. Ryumin, D. Ivanko, A. Kashevnik, A. Karpov

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