APA (7th ed.) Citation

Ren, R., Ouyang, S., Tang, H., & Liu, Y. (2025). Transformers as Intrinsic Optimizers: Forward Inference through the Energy Principle.

Chicago Style (17th ed.) Citation

Ren, Ruifeng, Sheng Ouyang, Huayi Tang, and Yong Liu. Transformers as Intrinsic Optimizers: Forward Inference Through the Energy Principle. 2025.

MLA (9th ed.) Citation

Ren, Ruifeng, et al. Transformers as Intrinsic Optimizers: Forward Inference Through the Energy Principle. 2025.