Neural String Diagrams: A Universal Modelling Language for Categorical Deep Learning. - Tom Xu; Yoshihiro Maruyama (AGI, 2021)

Natural Language Processing for Scientific Paper Evaluation: Comparing Human and Machine Judgements. - Tom Xu; Noel Hinton; Michael Timothy Bennett; Yoshihiro Maruyama (HCI (49), 2022)

A Probabilistic Generative Model of Free Categories. - Eli Sennesh; Tom Xu; Yoshihiro Maruyama (CoRR, 2022)

Computing with Categories in Machine Learning. - Eli Sennesh; Tom Xu; Yoshihiro Maruyama (AGI, 2023)

Category Theory for Artificial General Intelligence. - Vincent Abbott; Tom Xu; Yoshihiro Maruyama (AGI, 2024)