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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ICDM

Категория: А*/Workshop

2025

ChemPaperBench: A Multi-domain Benchmark for Literature-grounded Chemical Reasoning of LLM-based Multi-Agent Systems

A.V. Kalyuzhnaya, N.O. Nikitin
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NeurIPS

Категория: А*/Workshop

2025

Towards Universal Neural Operators through Multiphysics Pretraining

M. Masliaev, D.A. Gusarov, I. Markov, A. Hvatov
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ICML

Категория: А*/Workshop

2025

An LLM-Powered Tool for Enhancing Scientific Open-Source Repositories

N.O. Nikitin, A. Getmanov, Z. Popov, E. Ulyanova, Y. Aksenkin, I. Sokolov, A. Boukhanovsky
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ICDM

Категория: А*/Workshop

2025

A Multimodal Conversational Agent for Tabular Data Analysis

M. N. Al Awad, S. Ivanov, O. Tikhonova, I. Khodnenko
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ICDM

Категория: А*/Workshop

2025

Realistic Controlled Time Series Generation with Variational Autoencoder

K. Zakharov, A. Kovantsev, A. V. Boukhanovsky
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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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TECHNOLOGIES

Категория: Q1

2025

Bridging Heterogeneous Agents: A Neuro-Symbolic Knowledge Transfer Approach

A. Isakov, A. Zaglubotskii, I. Tomilov, A. Boukhanovsky
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Machine learning and knowledge extraction

Категория: Q1

2025

Model-Aware Automatic Benchmark Generation with Self-Error Instructions for Data-Driven Models

K. Zakharov, A. Boukhanovsky
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Scientific Reports

Категория: Q1

2025

Quantum-inspired modeling of social impact in complex networks with artificial intelligent agents

A. P. Alodjants, D. V. Tsarev, Petr Zakharenko, Alexander V. Boukhanovsky
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International journal of Molecular Sciences

Категория: Q1

2025

RNA Signature as Potential Diagnostic Marker for Differentiation of Pancreatic Cysts: A Pilot Study

O. Freylikhman, S. Seyfedinova, V. Kamalova, A. Vatian, A. Boukhanovsky, A. Kostareva, E. Solonitsyn, O. Kalinina
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MDPI

Категория: Q1

2025

Low-Cost Microalgae Cell Concentration Estimation in Hydrochemistry Applications Using Computer Vision

J. Borisova ,I.V. Morshchinin , V. I. Nazarova, N. Molodkina, N. O. Nikitin
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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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NeurIPS

Категория: А*/Workshop

2025

Towards Intrinsic Topology Search: Differentiable Isomap Application

J. Borisova, A. Hvatov
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