APA (7th ed.) Citation

Li, S., Luo, X., Tang, X., Wang, H., Chen, H., Luo, W., . . . Li, R. (2025). Beyond Zero Initialization: Investigating the Impact of Non-Zero Initialization on LoRA Fine-Tuning Dynamics.

Chicago Style (17th ed.) Citation

Li, Shiwei, Xiandi Luo, Xing Tang, Haozhao Wang, Hao Chen, Weihong Luo, Yuhua Li, Xiuqiang He, and Ruixuan Li. Beyond Zero Initialization: Investigating the Impact of Non-Zero Initialization on LoRA Fine-Tuning Dynamics. 2025.

MLA (9th ed.) Citation

Li, Shiwei, et al. Beyond Zero Initialization: Investigating the Impact of Non-Zero Initialization on LoRA Fine-Tuning Dynamics. 2025.