Overcoming Class Imbalance in Protein-Protein Interaction and Isozyme Prediction: GAN-Based Augmentation in a Transformer-GNN Framework. - Raghad J. AbuNasser; Gina R. Maayah; Yaser Jararweh; Mostafa Z. Ali; Ghina'a Abu Deiab; Robert G. Reynolds; Talal Z. Ali; Ponnuthurai N. Suganthan (FLLM, 2025)