Nature

Inferring gene regulatory networks with graph convolutional network based on causal feature reconstruction

Gene regulatory network (GRN) 1 describe the complex regulatory relationships among genes and is one of the key tools to assist researchers in analyzing and understanding biological processes at the ...
Nature

Causal inference-integrated temporal graph convolutional networks for dynamic prediction and optimization of enterprise total factor productivity

We are providing an unedited version of this manuscript to give early access to its findings. Before final publication, the manuscript will undergo further editing. Please note there may be errors ...
EurekAlert!

Real-time, large-scale graph neural network inference through BingoCGN

BingoCGN employs cross-partition message quantization to summarize inter-partition message flow, which eliminates the need for irregular off-chip memory access and utilizes a fine-grained structured ...