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diffusion models 1gene regulatory network inference 1graph completion 1inductive learning 1single-cell transcriptomics 1

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20242026
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cs.LG2026

CoDiffGRN: Rethinking Gene Regulatory Network Inference via the BEELINE-KGC Benchmark and Co-evolutionary Discrete Diffusion

Jiaze Song, Runhao Zhao, Minghao Xu +2

The paper introduces a new inductive benchmark (BEELINE‑KGC) and a co‑evolutionary discrete diffusion framework (CoDiffGRN) for inferring gene regulatory networks from single‑cell…