| 2025 | COLING | Learn Together: Joint Multitask Finetuning of Pretrained KG-enhanced LLM for Downstream Tasks. | Anastasia Martynova, Vladislav Tishin, Natalia Semenova |
| 2025 | KDD | MonoDeMB: Comprehensive Monocular DepthMap Benchmark. | Vaagn Chopuryan, Mikhail Kuznetsov, Vasilii Latonov, Vladimir Mashurov, Natalia Semenova |
| 2025 | VISIGRAPP | Noisemaker 3D: Comprehensive Framework for Mesh Noise Generation. | Vladimir Mashurov, Vasilii Latonov, Anastasia Martynova, Natalia Semenova |
| 2024 | AAAI | Topological and Node Noise Filtering on 3D Meshes Using Graph Neural Networks (Student Abstract). | Vladimir Mashurov, Natalia Semenova |
| 2024 | KDD | From Variability to Stability: Advancing RecSys Benchmarking Practices. | Valeriy Shevchenko, Nikita Belousov, Alexey Vasilev, Vladimir Zholobov, Artyom Sosedka, Natalia Semenova, Anna Volodkevich, Andrey V. Savchenko, Alexey Zaytsev |
| 2024 | NAACL | Biomedical Entity Representation with Graph-Augmented Multi-Objective Transformer. | Andrey Sakhovskiy, Natalia Semenova, Artur Kadurin, Elena Tutubalina |
| 2024 | VISIGRAPP | ImgAdaPoinTr: Improving Point Cloud Completion via Images and Segmentation. | Vaagn Chopuryan, Mikhail Kuznetsov, Vasilii Latonov, Natalia Semenova |
| 2022 | COLING | Transformer-based classification of premise in tweets related to COVID-19. | Vadim Porvatov, Natalia Semenova |