APA (7th ed.) Citation

Zhang, H., Yin, J., Wang, G., Liu, Z., Yang, L. F., Zhang, T., . . . Braverman, V. (2025). Breaking the Frozen Subspace: Importance Sampling for Low-Rank Optimization in LLM Pretraining.

Chicago Style (17th ed.) Citation

Zhang, Haochen, Junze Yin, Guanchu Wang, Zirui Liu, Lin F. Yang, Tianyi Zhang, Anshumali Shrivastava, and Vladimir Braverman. Breaking the Frozen Subspace: Importance Sampling for Low-Rank Optimization in LLM Pretraining. 2025.

MLA (9th ed.) Citation

Zhang, Haochen, et al. Breaking the Frozen Subspace: Importance Sampling for Low-Rank Optimization in LLM Pretraining. 2025.