Neurocomputing · 2025 · Journal article

Parameter-Efficient Continual Fine-Tuning: A Survey

E N Coleman, Luigi Quarantiello, Ziyue Liu, Qinwen Yang, Samrat Mukherjee, Julio Hurtado, Vincenzo Lomonaco

University of Pisa · Politecnico di Torino · University of Auckland · Auckland University of Technology · Indian Institute of Technology Bombay · University of Warwick

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Date
2026-07-15
Citations
18
arXiv
2504.13822
Cite
@article{coleman2025parameterefficient,
  title = {Parameter-Efficient Continual Fine-Tuning: A Survey},
  author = {E N Coleman and Luigi Quarantiello and Ziyue Liu and Qinwen Yang and Samrat Mukherjee and Julio Hurtado and Vincenzo Lomonaco},
  year = {2025},
  journal = {Neurocomputing},
  eprint = {2504.13822},
  archivePrefix = {arXiv},
  doi = {10.1016/j.neucom.2026.134502},
  url = {https://arxiv.org/abs/2504.13822},
}