BitGNN: Unleashing the Performance Potential of Binary Graph Neural Networks on GPUs

Jou-An Chen, Hsin-Hsuan Sung, Xipeng Shen +2

Recent studies have shown that Binary Graph Neural Networks (GNNs) are promising for saving computations of GNNs through binarized tensors. Prior work, however, mainly focused on a…