APA (7th ed.) Citation

Liu, A. Z., Paquette, E., & Sous, J. (2026). Spectral Lens: Activation and Gradient Spectra as Diagnostics of LLM Optimization.

Chicago Style (17th ed.) Citation

Liu, Andy Zeyi, Elliot Paquette, and John Sous. Spectral Lens: Activation and Gradient Spectra as Diagnostics of LLM Optimization. 2026.

MLA (9th ed.) Citation

Liu, Andy Zeyi, et al. Spectral Lens: Activation and Gradient Spectra as Diagnostics of LLM Optimization. 2026.