Tabular Data Augmentation for Machine Learning: Progress and Prospects of Embracing Generative AI

Lingxi Cui, Huan Li 0003, Ke Chen 0005, Lidan Shou, Gang Chen 0001. Tabular Data Augmentation for Machine Learning: Progress and Prospects of Embracing Generative AI. ACM Computing Surveys, 58(12), September 2026. [doi]

@article{CuiLCSC26,
  title = {Tabular Data Augmentation for Machine Learning: Progress and Prospects of Embracing Generative AI},
  author = {Lingxi Cui and Huan Li 0003 and Ke Chen 0005 and Lidan Shou and Gang Chen 0001},
  year = {2026},
  month = {September},
  doi = {10.1145/3808692},
  url = {https://doi.org/10.1145/3808692},
  researchr = {https://researchr.org/publication/CuiLCSC26},
  cites = {0},
  citedby = {0},
  journal = {ACM Computing Surveys},
  volume = {58},
  number = {12},
}