Items where Author is "Kurashkin, Sergei O."

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Article

Kurashkin, Sergei O. and Tynchenko, Vadim S. and Borodulin, Aleksei S. and Nelyub, Vladimir A. and Kalutsky, Nikolay O. and Connie, Tee (2026) The Current Generation of Tabular Foundation Models: A Critical Review. Machine Learning and Knowledge Extraction, 8 (8). p. 244. ISSN 2504-4990

Kurashkin, Sergei O. and Tynchenko, Vadim S. and Borodulin, Aleksei S. and Hammoud, Ahmad and Tee, Connie (2026) Evaluation Rigor from Graph Neural Networks to Graph Foundation Models: A Systematic Review and a Four-Axis Reporting Standard. Machine Learning and Knowledge Extraction, 8 (7). p. 194. ISSN 2504-4990

Tynchenko, Valeriya V. and Kurashkin, Sergei O. and Borodulin, Aleksei S. and Connie, Tee and Hammoud, Ahmad and Tynchenko, Vadim S. (2026) Is There a Best Hypergraph Neural Network? A Significance-Aware Recomputation and Statistical Audit of DHG-Bench. Machine Learning and Knowledge Extraction, 8 (8). p. 224. ISSN 2504-4990

Tynchenko, Valeriya V. and Kurashkin, Sergei O. and Bukhtoyarov, Vladimir V. and Connie, Tee and Borodulin, Aleksei S. and Mikhailov, Artem. Y. and Tynchenko, Vadim S. (2026) Multi-output machine-learning benchmark and Pareto-based decision support for electron-beam welding of thin-walled titanium structures with comparative synthetic-data augmentation. The International Journal of Advanced Manufacturing Technology. ISSN 0268-3768

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