承担科研项目

2020-2023 国家自然科学基金青年项目（主持）

代表性学术论文

[1]    NatureLM team, Nature Language Model: Deciphering the Language of Nature for Scientific Discovery, 2025, arXiv:2502.07527.

[2]    Zhao Yang, Bing Su#, Chuan Cao#, Ji-Rong Wen, Regulatory DNA Sequence Design with Reinforcement Learning, ICLR 2025, arXiv:2503.07981.

[3]    Mingqian Ma, Guoqing Liu, Chuan Cao, Pan Deng et al. HybriDNA: A Hybrid Transformer-Mamba2 Long-Range DNA Language Model, 2025, arXiv:2502.10807.

[4]    HR Sun, L He, P Deng, GQ Liu, HG Liu, C Cao, FS Ju, LJ Wu, T Qin, TY Liu, Accelerating protein engineering with fitness landscape modelling and reinforcement learning. bioRxiv 2023, doi.org/10.1101/2023.11.16.565910.

[5]    Zhiying W, XJ Lin, WP Shi, C Cao#, Nicotinic Acetylcholine Receptor Alpha6 Contributes to Antiviral Immunity via IMD Pathway in Drosophila melanogaster. Viruses 2024, doi.org/10.3390/v16040562.

[6]    Y Xu, JY Jiang, XJ Lin, WP Shi, C Cao#, Identification of Diverse Viruses Associated with Grasshoppers Unveils Parallel Relationship Between Host Phylogeny and Virome Composition. Virus Evolution, 2022, doi.org/10.1093/ve/veac057.

[7]    C Cao#, Cogni R, Barbier V, Jiggins FM 2017 Complex coding and regulatory polymorphisms in a restriction factor determine the susceptibility of Drosophila to viral infection. Genetics. doi: 10.1534/genetics.117.201970.

[8]    C Cao*#, Magwire MM*, Bayer F and Jiggins FM 2016 A Polymorphism in the processing body component Ge-1 Controls Resistance to a naturally occurring Rhabdovirus in Drosophila. PLoS Pathogens. doi: 10.1371/journal.ppat.1005387 (F1000 recommended).

[9]    Cogni R*, C Cao*, Day JP, Bridson C, Jiggins FM 2016 The genetic architecture of resistance to virus infection in Drosophila. Molecular Ecology