APA (7th ed.) Citation

Shirkavand, R., Yu, P., He, Q., & Huang, H. (2025). Bilevel ZOFO: Efficient LLM Fine-Tuning and Meta-Training.

Chicago Style (17th ed.) Citation

Shirkavand, Reza, Peiran Yu, Qi He, and Heng Huang. Bilevel ZOFO: Efficient LLM Fine-Tuning and Meta-Training. 2025.

MLA (9th ed.) Citation

Shirkavand, Reza, et al. Bilevel ZOFO: Efficient LLM Fine-Tuning and Meta-Training. 2025.