| 2026 | SENSYS | Poster Abstract: Parallel Graph Neural Network Ensemble with Learnable Adjacency Matrices for Efficient Human Activity Recognition. | Aleksandr Kovalenko, Miron Makhlin, Dmitry Zhevnenko, Artem V. Nikonorov, Ilya Makarov |
| 2026 | SENSYS | Demo Abstract: An Interactive Framework for Interpretable Fault Diagnosis with Graph Neural Networks. | Alexander Kozhevnikov, Maria Shtark, Petr Ivanov, Aleksandr Kovalenko, Dmitry Zhevnenko, Viacheslav Vasilev, Artem V. Nikonorov, Ilya Makarov |
| 2026 | SENSYS | Poster Abstract: Benchmarking 2D Latent Degradation Spaces for Monitoring-Ready PdM. | Dmitry Zhevnenko, Ilya Makarov, Aleksandr Kovalenko |
| 2026 | SENSYS | Poster Abstract: Q-Count, Single-Link Wifi CSI People Counting in Quasi-Static Offices. | Dmitry Zhevnenko, Ilya Makarov, Aleksandr Kovalenko, Evgenii Chernyshov, Alexandr Khrushchev, Artem Mkhitarian, Mikhail Makarov, Timur Asyaev |
| 2026 | SENSYS | Poster Abstract: HiSim - Sensor-Stream Cosine Health Index for Early-Stage Monitoring. | Dmitry Zhevnenko, Ilya Makarov, Petr Michailov |
| 2025 | MOBICOM | Poster: Car2Vec: Task-Agnostic Latent Embeddings from CAN Bus for Efficient V2X Communication. | Aleksandr Kovalenko, Ahmad Ahmad, Alexander Karandeev, Alexey Maslov, Dmitry Zhevnenko, Ilya Makarov |