RB-LoRA: Rank-Balanced Aggregation for Low-Rank Adaptation with Federated Fine-Tuning

Sihyeon Ha, Yongjeong Oh, Yo-Seb Jeon. RB-LoRA: Rank-Balanced Aggregation for Low-Rank Adaptation with Federated Fine-Tuning. In Vera Demberg, Kentaro Inui, Lluís Marquez, editors, Findings of the Association for Computational Linguistics: EACL 2026, Rabat, Morocco, March 24-29, 2026. pages 1737-1746, Association for Computational Linguistics, 2026. [doi]

@inproceedings{HaOJ26,
  title = {RB-LoRA: Rank-Balanced Aggregation for Low-Rank Adaptation with Federated Fine-Tuning},
  author = {Sihyeon Ha and Yongjeong Oh and Yo-Seb Jeon},
  year = {2026},
  url = {https://aclanthology.org/2026.findings-eacl.88/},
  researchr = {https://researchr.org/publication/HaOJ26},
  cites = {0},
  citedby = {0},
  pages = {1737-1746},
  booktitle = {Findings of the Association for Computational Linguistics: EACL 2026, Rabat, Morocco, March 24-29, 2026},
  editor = {Vera Demberg and Kentaro Inui and Lluís Marquez},
  publisher = {Association for Computational Linguistics},
  isbn = {979-8-89176-386-9},
}