Logic-Based Inference With Phrase Abduction Using Vision-and-Language Models. - Akiyoshi Tomihari; Hitomi Yanaka (IEEE Access, 2023)

Understanding Linear Probing then Fine-tuning Language Models from NTK Perspective. - Akiyoshi Tomihari; Issei Sato (NeurIPS, 2024)

Understanding Why Adam Outperforms SGD: Gradient Heterogeneity in Transformers. - Akiyoshi Tomihari; Issei Sato (CoRR, 2025)

Recurrent Self-Attention Dynamics: An Energy-Agnostic Perspective from Jacobians. - Akiyoshi Tomihari; Ryo Karakida (CoRR, 2025)