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Author

Xiaojian Liu

3 papers indexed here

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Open access Sep 2026

PURE: An interpretable framework for prioritizing candidate regulators of differential gene expression in plants.

While transcriptomic profiling has become routine, identifying the TFs underlying these expression patterns remains a major challenge, particularly for crops and non-model species lacking efficient transformation systems. To connect expression correlations with candidate regulatory mechanisms, we developed PURE (Plant...

Chuan-Shun Li, Le-Yi Yang, Kan-De Lin et al. · 0 citations
Open access Sep 2026

ProRB: a structure-free unified framework for joint prediction and design of protein–RNA interactions

ProRB is introduced, a unified sequence-based framework that jointly estimates protein–RNA binding affinity, predicts binding interfaces in proteins and RNAs, and generates protein-binding RNA sequences from protein sequences that provides a scalable unified model for decoding the protein–RNA interaction and engineerin...

Yi-Ming Xue, Xiao-Jian Liu, Wei-Min Zhu et al. · 0 citations
Jul 2026

Structure-alignment-driven cross-graph modeling for functional RNA design

An RNA design approach, AlignIF, that leverages multiple structure alignment with cross-graph modeling and carefully hand-designed features to capture evolutionarily conserved structural patterns at the structural level, facilitating RNA sequence design outperforms existing state-of-the-art methods in test sets.

Sheng-Fan Wang, Jun Wang, Xiao-Jian Liu et al. · 2 citations · ⚡1

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