CoreThink: A Symbolic Reasoning Layer to reason over Long Horizon Tasks with LLMs. - Jay Vaghasiya; Omkar Ghugarkar; Vishvesh Bhat; Vipul Dholaria; Julian McAuley (CoRR, 2025)

Purely Semantic Indexing for LLM-based Generative Recommendation and Retrieval. - Ruohan Zhang; Jiacheng Li 003; Julian McAuley; Yupeng Hou (CoRR, 2025)

Mem-α: Learning Memory Construction via Reinforcement Learning. - Yu Wang; Ryuichi Takanobu; Zhiqi Liang; Yuzhen Mao; Yuanzhe Hu; Julian McAuley; Xiaojian Wu (CoRR, 2025)