APA (7th ed.) Citation

Ichikawa, Y. (2026). Architecture-Dependent Processing Mode Dynamics in Transformer Attention: Opposing Transitions in MHA, GQA, and MoE Models. Zenodo.

Chicago Style (17th ed.) Citation

Ichikawa, Yuki. Architecture-Dependent Processing Mode Dynamics in Transformer Attention: Opposing Transitions in MHA, GQA, and MoE Models. Zenodo, 2026.

MLA (9th ed.) Citation

Ichikawa, Yuki. Architecture-Dependent Processing Mode Dynamics in Transformer Attention: Opposing Transitions in MHA, GQA, and MoE Models. Zenodo, 2026.

Warning: These citations may not always be 100% accurate.