Graph Neural Network Causal Inference

Advancing gene regulatory network inference with causal discovery and graph neural networks

Gene regulatory networks (GRNs) depict the regulatory mechanisms of genes within cellular systems as a network, offering vital insights for understanding cell processes and molecular interactions that ...

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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 ...

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Gene regulatory network inference based on causal discovery integrating with graph neural network

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Advancing gene regulatory network inference with causal discovery and graph neural networks

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

Gene regulatory network inference based on causal discovery integrating with graph neural network

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