“Semi-Dual Attention: A Structure-Preserving Attention Mechanism Derived from Semi-Dual Optimization Theory”. ITEGAM-JETIA, vol. 12, nº 59, maio de 2026, p. 811-24, https://doi.org/10.5935/jetia.v12i59.3680.