Author

Xin Gao

2 papers indexed here

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Open access Jul 2026

Unify learns cellular evolution with universal multimodal embeddings

The authors report a transfer learning framework designed to integrate scRNA-seq data across species by combining RNA expression with embeddings from protein language models and general-purpose language models, establishing Unify as a powerful method for comparative single-cell genomics and evolutionary biology.

Hua-Wen Zhong, Wenkai Han, Guo-Xin Cui et al. · Nature Communications · 0 citations

Open access Jul 2026

ProtSyntax: a protein large language model for decoding post-translational modification syntax and function

ProtSyntax is introduced, a PTM-aware foundation protein language model combining protein-aware positional encoding, bidirectional state-space propagation, geometry-constrained attention and adaptive multi-objective learning that has the potential to decode the regulatory language of the modified proteome.

Yiyu Lin, Jiahui Wu, You Zhou et al. · bioRxiv · 0 citations