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Author

Hanwen Luo

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Aug 2026

Cell Type-specific Isoform Function Prediction by Multiplex Heterogeneous Network.

Sequence-importance analysis highlights critical amino-acid regions and shows that domains annotated with the same function can exhibit distinct importance profiles across spliced isoforms, providing new insights into cell-type-specific isoform functionality and establishing cIsoFun as a practical tool for single-cell isoform analysis.

Tonghui Gu, Hanwen Luo, Yue-Qun Wang et al. · 0 citations
Book Open access Aug 2026

CEAgent-GSL: Code-level Evolutionary Agent for Interpretable Graph Structure Learning on Omics

This work introduces Evolutionary Rule Abstraction to distill generalized logic from optimization trajectories, overcoming the opacity of traditional evolution, and designs a Counterfactual Validation Module to strictly verify the causal reliability of abstracted rules.

Zhongyu Xing, Hanwen Luo, Maozu Guo et al. · 0 citations