PepGraphormer: an ESM-GAT hybrid deep learning framework for antimicrobial peptide prediction

Changhang Lin, Shuwen Xiong, Jinjin Li, Feifei Cui, Zilong Zhang, Hua Shi, Leyi Wei. PepGraphormer: an ESM-GAT hybrid deep learning framework for antimicrobial peptide prediction. J. Cheminformatics, 18(1):15, December 2026. [doi]

@article{LinXLCZSW26,
  title = {PepGraphormer: an ESM-GAT hybrid deep learning framework for antimicrobial peptide prediction},
  author = {Changhang Lin and Shuwen Xiong and Jinjin Li and Feifei Cui and Zilong Zhang and Hua Shi and Leyi Wei},
  year = {2026},
  month = {December},
  doi = {10.1186/s13321-025-01144-8},
  url = {https://doi.org/10.1186/s13321-025-01144-8},
  researchr = {https://researchr.org/publication/LinXLCZSW26},
  cites = {0},
  citedby = {0},
  journal = {J. Cheminformatics},
  volume = {18},
  number = {1},
  pages = {15},
}