Article

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