Can LLMs Outshine Conventional Recommenders? A Comparative Evaluation - Liu, Qijiong; Zhu, Jieming; Fan, Lu; Wang, Kun; Hu, Hengchang; Guo, Wei; Liu, Yong; Wu, Xiao-Ming (Advances in Neural Information Processing Systems, 2025)