Wannenmacher, S. 2025. A Survey of Methods and Architectures for Graph Neural Networks with Optimized Attention and Long-Range CNN for Traffic Prediction and Resource Allocation in 6G Wireless Systems. ITSI Transactions on Electrical and Electronics Engineering. 14, 1 (May 2025), 182–188. DOI:https://doi.org/10.65521/itsi-teee.v14i1.2819.