@article{hierarchicallatentreasoningforllmbasedre, title = {Hierarchical Latent Reasoning for LLM-based Recommendation}, author = {Peiyu Hu and Siying Gu and Weihai Lu and Zhuodong Liu and Yuntian Tang and Jiahao Liang and Yiying Xie and Jiang Rong and Zhaokai Luo and Zhiyong Wang and Jia Wang}, year = {2026}, eprint = {2607.27760}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2607.27760}, }