人工智能+单细胞多组学分析
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代表​​​​​研究工作：

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Unveiling inflammatory and prehypertrophic cell populations as key contributors to knee cartilage degeneration in osteoarthritis using multi-omics data integration

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S3RL: Separable Spatial Single-cell Representation Learning via Graph Transformer and Hyperspherical Prototype Clustering

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Molo Pipeline：a pipeline for multi-omics analysis and machine learning

人工智能+智慧农业

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代表性成果：

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findGSEP 

多倍体染色体长度估计方法和在线平台

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平行育种系统ParaSeeds：利用大模型驱动的数字虚拟空间解码作物基因型与表型复杂关系

https://xixichat.github.io

育种大模型XiXiChat上线内测
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多模态农业育种大模型
ParaSeeds-V & ParaSeeds-MoE
（内测中）

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平行育种系统-数字孪生3D在线交互反馈平台

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平行育种系统-多智能体 ParaSeeds-Agents
​​​​​（内测中）

人工智能+智慧工业

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代表性成果：

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工地安全生产监测系统

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壁画修复框架和平台

Progressive enhancement and restoration for mural images under low-light and defected conditions based on multi-receptive field strategy

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产学研转化+结合