| 2026 | HAIS | Large Language Model-Based Automatic Knowledge Graph Enrichment. | Marat Sabitov, Maria Khodorchenko, Aleksandr Maksimov, Nikolay Butakov |
| 2026 | HAIS | Memory Mining for LLM Agents: Dynamic Topic-Aware Retrieval of User Fact Records. | Andrei Trofimov, Nikolay Butakov, Alexandr Maksimov, Maria Khodorchenko |
| 2025 | ICDM | Efficient Deadline-Constrained Scheduling and Hybrid Parallelism Optimization of Distributed AutoML Pipelines. | Nikolay Butakov, Anton Vakhrushev, Maria Khodorchenko, Anastasiia Zakharova, Alexander Ryzhkov, Olga Plosskaya, Azamat Gainetdinov, Rinchin Damdinov, Dmitriy Alexandrov, Denis A. Nasonov, Maxim Savchenko |
| 2025 | ICDM | PARWOP: Optimization for Window Functions Partitioning. | Sergey Teryoshkin, Denis A. Nasonov, Nikolay Butakov |
| 2024 | RecSys | Stalactite: toolbox for fast prototyping of vertical federated learning systems. | Anastasiia Zakharova, Dmitriy Alexandrov, Maria Khodorchenko, Nikolay Butakov, Alexey Vasilev, Maxim Savchenko, Alexander Grigorievskiy |
| 2023 | HAIS | Improved Evolutionary Approach for Tuning Topic Models with Additive Regularization. | Maria Khodorchenko, Nikolay Butakov, Denis A. Nasonov |
| 2022 | DCAI | Towards Ontology-Based End-to-End Domain-Oriented KBQA System. | Anastasiia Zakharova, Daria Sorokina, Dmitriy Alexandrov, Nikolay Butakov |
| 2022 | FRUCT | Towards Better Evaluation of Topic Model Quality. | Maria Khodorchenko, Nikolay Butakov, Denis A. Nasonov |
| 2021 | FRUCT | Towards a Toolbox for Mining QA-pairs and QAT-triplets from Conversational Data of Public Chats. | Alexander Egorov, Dmitriy Alexandrov, Nikolay Butakov |
| 2020 | COLING | Topic-driven Ensemble for Online Advertising Generation. | Egor Nevezhin, Nikolay Butakov, Maria Khodorchenko, Maxim Petrov, Denis A. Nasonov |
| 2020 | FRUCT | Towards a Retrospective One-Class Oriented Approach to Parents Detection in Social Media. | Alexander Egorov, Timur Sokhin, Nikolay Butakov |
| 2020 | HAIS | Optimization of Learning Strategies for ARTM-Based Topic Models. | Maria Khodorchenko, Sergey Teryoshkin, Timur Sokhin, Nikolay Butakov |
| 2020 | USENIX | Peregreen - modular database for efficient storage of historical time series in cloud environments. | Alexander A. Visheratin, Alexey Struckov, Semen Yufa, Alexey Muratov, Denis A. Nasonov, Nikolay Butakov, Yury Kuznetsov, Michael May |
| 2019 | HAIS | User Profiles Matching for Different Social Networks Based on Faces Identification. | Timur Sokhin, Nikolay Butakov, Denis A. Nasonov |
| 2018 | ICCS | Measuring Social Responsiveness for Improved Handling of Extreme Situations. | Nikolay Butakov, Timur Fatkulin, Daniil V. Voloshin |
| 2018 | ICCS | Precedent-Based Approach for the Identification of Deviant Behavior in Social Media. | Anna V. Kalyuzhnaya, Nikolay O. Nikitin, Nikolay Butakov, Denis A. Nasonov |
| 2018 | IJCCI | Scheduling of Streaming Data Processing with Overload of Resources using Genetic Algorithm. | Mikhail Melnik, Denis A. Nasonov, Nikolay Butakov |
| 2016 | ICCS | Quality-based Approach to Urgent Workflows Scheduling. | Nikolay Butakov, Denis A. Nasonov, Andrey I. Svitenkov, Anton Radice |
| 2015 | ICCS | A clustering-based approach to static scheduling of multiple workflows with soft deadlines in heterogeneous distributed systems. | Klavdiya Bochenina, Nikolay Butakov, Alexey Dukhanov, Denis A. Nasonov |
| 2015 | ICCS | The Multi-agent Simulation-based Framework for Optimization of Detectors Layout in Public Crowded Places. | Nikolay Butakov, Denis A. Nasonov, Konstantin V. Knyazkov, Vladislav A. Karbovskii, Yulia Chuprova |
| 2015 | IJCCI | Metaheuristic Coevolution Workflow Scheduling in Cloud Environment. | Denis A. Nasonov, Mikhail Melnik, Natalya Shindyapina, Nikolay Butakov |
| 2014 | ICCS | Hybrid Scheduling Algorithm in Early Warning Systems. | Denis A. Nasonov, Nikolay Butakov |
| 2014 | IJCCI | Evolutionary Inheritance in Workflow Scheduling Algorithms within Dynamically Changing Heterogeneous Environments. | Nikolay Butakov, Denis A. Nasonov, Alexander Boukhanovsky |