1 code implementation • 17 Feb 2023 • Duc Thien Nguyen, Manh Duc Tuan Nguyen, Truong Son Hy, Risi Kondor
To facilitate reliable and timely forecast for the human brain and traffic networks, we propose the Fast Temporal Wavelet Graph Neural Networks (FTWGNN) that is both time- and memory-efficient for learning tasks on timeseries data with the underlying graph structure, thanks to the theories of multiresolution analysis and wavelet theory on discrete spaces.
