Predictive ISAC Beamforming Using LoRA-Transformer LSTM Integrated with GNN in Ultra-Dense D2D mmWave Networks

Haochen Liu, Jia Bi, Bohan Li, Luping Xiang, Xin Yang, Zhaolin Zhang, Ling Wang

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