Vitaly Romanov

According to our database, Vitaly Romanov authored at least 11 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2023

Leveraging Transformer and Graph Neural Networks for Variable Misuse Detection.

Vitaly Romanov, Gcinizwe Dlamini, Aidar Valeev, Vladimir Ivanov

Proceedings of the 18th International Conference on Evaluation of Novel Approaches to Software Engineering, 2023

2022

Automatic Bilingual Phrase Dictionary Construction from GIZA++ Output.

Albina Khusainova, Vitaly Romanov, Adil Khan

Proceedings of the 18th Workshop on Multiword Expressions, 2022

Assessing the Importance of Global Relationships for Source Code Analysis Using Graph Neural Networks.

Vitaly Romanov, Vladimir Ivanov

Proceedings of the Intelligent Systems Design and Applications - 22nd International Conference on Intelligent Systems Design and Applications (ISDA 2022) Held December 12-14, 2022, 2022

2021

Evaluation of Morphological Embeddings for English and Russian Languages.

Vitaly Romanov, Albina Khusainova

CoRR, 2021

Hierarchical Transformer for Multilingual Machine Translation.

Albina Khusainova, Adil Khan, Adín Ramírez Rivera, Vitaly Romanov

Proceedings of the Eighth Workshop on NLP for Similar Languages, Varieties and Dialects, 2021

Predicting Type Annotations for Python using Embeddings from Graph Neural Networks.

Vladimir Ivanov, Vitaly Romanov, Giancarlo Succi

Proceedings of the 23rd International Conference on Enterprise Information Systems, 2021

2020

Evaluating importance of edge types when using graph neural network for predicting return types of Python functions.

Vitaly Romanov

Proceedings of the SPLASH '20: Conference on Systems, 2020

Approaches for Representing Software as Graphs for Machine Learning Applications.

Vitaly Romanov, Vladimir Ivanov, Giancarlo Succi

Proceedings of the International Computer Symposium, 2020

Representing Programs with Dependency and Function Call Graphs for Learning Hierarchical Embeddings.

Vitaly Romanov, Vladimir Ivanov, Giancarlo Succi

Proceedings of the 22nd International Conference on Enterprise Information Systems, 2020

2019

Developing WLAN-Based Intelligent Positioning System for Presence Detection with Limited Sensors.

Ivan Nikitin, Vitaly Romanov, Giancarlo Succi

Proceedings of the Guide to Ambient Intelligence in the IoT Environment, 2019

Evaluation of Morphological Embeddings for the Russian Language.

Vitaly Romanov, Albina Khusainova

Proceedings of the NLPIR 2019: The 3rd International Conference on Natural Language Processing and Information Retrieval, Tokushima, Japan, June 28, 2019