Overcoming Vision Language Model Challenges in Diagram Understanding: A Proof-of-Concept with XML-Driven Large Language Models Solutions. - Shue Shiinoki; Ryo Koshihara; Hayato Motegi; Masumi Morishige (CoRR, 2025)

Ensuring Reproducibility in Generative AI Systems for General Use Cases: A Framework for Regression Testing and Open Datasets. - Masumi Morishige; Ryo Koshihara (CoRR, 2025)

Arrow-Guided VLM: Enhancing Flowchart Understanding via Arrow Direction Encoding. - Takamitsu Omasa; Ryo Koshihara; Masumi Morishige (CoRR, 2025)