ICLR · 2026 · Conference paper

Sculpting Subspaces: Constrained Full Fine-Tuning in LLMs for Continual Learning

N. Nayak, Krishnateja Killamsetty, Ligong Han, Abhishek Bhandwaldar, Prateek Chanda, Kai Xu, Hao Wang, Aldo Pareja, Oleg Silkin, Mustafa Eyceoz, Akash Srivastava

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Date
2025-04-09
Citations
13
arXiv
2504.07097
Cite
@inproceedings{nayak2026sculpting,
  title = {Sculpting Subspaces: Constrained Full Fine-Tuning in LLMs for Continual Learning},
  author = {N. Nayak and Krishnateja Killamsetty and Ligong Han and Abhishek Bhandwaldar and Prateek Chanda and Kai Xu and Hao Wang and Aldo Pareja and Oleg Silkin and Mustafa Eyceoz and Akash Srivastava},
  year = {2026},
  booktitle = {ICLR},
  eprint = {2504.07097},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2504.07097},
}