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