Gongpei Zhao

DFA-GNN: Forward Learning of Graph Neural Networks by Direct Feedback Alignment

Graph neural networks (GNNs) are recognized for their strong performance across various applications, with the backpropagation (BP) algorithm playing a central role in the development of most GNN models. However, despite its effectiveness, BP has limitations that challenge its biological plausibilit…