Natalia Semenova

24 papers A* 2Journal 11Unranked 11
YearRankTypeTitle / Venue / Authors
2025 — conf
Learn Together: Joint Multitask Finetuning of Pretrained KG-enhanced LLM for Downstream Tasks.
COLING Workshops
Anastasia Martynova, Vladislav Tishin, Natalia Semenova
2025 — conf
MonoDeMB: Comprehensive Monocular DepthMap Benchmark.
KDD (2)
Vaagn Chopuryan, Mikhail Kuznetsov, Vasilii Latonov, Vladimir Mashurov, Natalia Semenova
2025 — conf
Noisemaker 3D: Comprehensive Framework for Mesh Noise Generation.
VISIGRAPP (2): VISAPP
Vladimir Mashurov, Vasilii Latonov, Anastasia Martynova, Natalia Semenova
2025 J jnl
PINE: Pipeline for Important Node Exploration in Attributed Networks.
CoRR
Elizaveta Kovtun, Maksim Makarenko, Natalia Semenova, Alexey Zaytsev, Semen A. Budennyy
2024 — conf
Biomedical Entity Representation with Graph-Augmented Multi-Objective Transformer.
NAACL-HLT (Findings)
Andrey Sakhovskiy, Natalia Semenova, Artur Kadurin, Elena Tutubalina
2024 A* conf
From Variability to Stability: Advancing RecSys Benchmarking Practices.
KDD
Valeriy Shevchenko, Nikita Belousov, Alexey Vasilev, Vladimir Zholobov, Artyom Sosedka, Natalia Semenova, Anna Volodkevich, Andrey V. Savchenko, Alexey Zaytsev
2024 J jnl
From Variability to Stability: Advancing RecSys Benchmarking Practices.
CoRR
Valeriy Shevchenko, Nikita Belousov, Alexey Vasilev, Vladimir Zholobov, Artyom Sosedka, Natalia Semenova, Anna Volodkevich, Andrey V. Savchenko, Alexey Zaytsev
2024 J jnl
Gct-TTE: graph convolutional transformer for travel time estimation.
J. Big Data
Vladimir Mashurov, Vaagn Chopuryan, Vadim Porvatov, Arseny Ivanov, Natalia Semenova
2024 — conf
ImgAdaPoinTr: Improving Point Cloud Completion via Images and Segmentation.
VISIGRAPP (4): VISAPP
Vaagn Chopuryan, Mikhail Kuznetsov, Vasilii Latonov, Natalia Semenova
2024 A* conf
Topological and Node Noise Filtering on 3D Meshes Using Graph Neural Networks (Student Abstract).
AAAI
Vladimir Mashurov, Natalia Semenova
2023 J jnl
GCT-TTE: Graph Convolutional Transformer for Travel Time Estimation.
CoRR
Vladimir Mashurov, Vaagn Chopurian, Vadim Porvatov, Arseny Ivanov, Natalia Semenova
2023 — conf
Graph-Enriched Biomedical Entity Representation Transformer.
CLEF
Andrey Sakhovskiy, Natalia Semenova, Artur Kadurin, Elena Tutubalina
2023 J jnl
Noise impact on recurrent neural network with linear activation function.
CoRR
V. M. Moskvitin, Natalia Semenova
2023 J jnl
Revising deep learning methods in parking lot occupancy detection.
CoRR
Anastasia Martynova, Mikhail Kuznetsov, Vadim Porvatov, Vladislav Tishin, Andrey Kuznetsov, Natalia Semenova, Ksenia Kuznetsova
2023 — conf
Solving Vector Optimization Problems on Combinatorial Configurations With Fuzzily Specified Data.
IntSol
Natalia Semenova, Liudmyla Koliechkina, Viktor Koliechkin
2022 J jnl
Corporate governance performance ratings with machine learning.
Intell. Syst. Account. Finance Manag.
Jan Svanberg, Tohid Ardeshiri, Isak Samsten, Peter Öhman, Presha E. Neidermeyer, Tarek Rana, Natalia Semenova, Mats Danielson
2022 — conf
Logistics, Graphs, and Transformers: Towards Improving Travel Time Estimation.
ECML/PKDD (6)
Natalia Semenova, Vadim Porvatov, Vladislav Tishin, Artyom Sosedka, Vladislav Zamkovoy
2022 J jnl
Logistics, Graphs, and Transformers: Towards improving Travel Time Estimation.
CoRR
Natalia Semenova, Vadim Porvatov, Vladislav Tishin, Artyom Sosedka, Vladislav Zamkovoy
2022 — conf
Optimization of Salvia Officinalis L. Cultivation Using UV LEDs in Total Control Environment Agriculture.
ICO
Natalia Semenova, Alina Ivanitskikh, Alexander Smirnov, Yuri Proshkin, Dmitry Burynin, N. Uyutova, Vladimir Panchenko
2022 — conf
Transformer-based classification of premise in tweets related to COVID-19.
SMM4H@COLING
Vadim Porvatov, Natalia Semenova
2022 J jnl
Transformer-based classification of premise in tweets related to COVID-19.
CoRR
Vadim Porvatov, Natalia Semenova
2021 — conf
Hybrid Graph Embedding Techniques in Estimated Time of Arrival Task.
COMPLEX NETWORKS
Vadim Porvatov, Natalia Semenova, Andrey Chertok
2021 J jnl
Hybrid Graph Embedding Techniques in Estimated Time of Arrival Task.
CoRR
Vadim Porvatov, Natalia Semenova, Andrey Chertok
2021 J jnl
Many Heads but One Brain: an Overview of Fusion Brain Challenge on AI Journey 2021.
CoRR
Daria Bakshandaeva, Denis Dimitrov, Alex Shonenkov, Mark Potanin, Vladimir Arkhipkin, Denis Karachev, Vera Davydova, Anton Voronov, Mikhail Martynov, Natalia Semenova, Mikhail Stepnov, Elena Tutubalina, Andrey Chertok, Aleksandr Petiushko