Single-cell gene regulatory network reconstruction and key regulator identification using a dual-channel fusion graph convolutional network
Rongmei Tang, Jia Liu, Pengfei Zhang, Xujun Liang
This paper introduces a dual-channel fusion graph convolutional network to reconstruct gene regulatory networks and identify key regulators from single-cell RNA sequencing data, showing improved accuracy and robustness.
bioRxiv · Jun 7, 2026 · PreprintBioinformatics