Continuous-Time Quantum Walks based Graph Neural Network

Yuliang Zhan, Zefeng Gao, Jian Li +2

Graph Neural Networks (GNNs) are widely used on graph-structured data, but most suffer from two key weaknesses. First, message passing behaves as a low-pass filter under the homoph…