"recommendation models" Papers

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MTRec: Learning to Align with User Preferences via Mental Reward Models

Mengchen Zhao, Yifan Gao, Yaqing Hou et al.

NEURIPS 2025arXiv:2509.22807

On the Embedding Collapse when Scaling up Recommendation Models

Xingzhuo Guo, Junwei Pan, Ximei Wang et al.

ICML 2024arXiv:2310.04400
47
citations

Wukong: Towards a Scaling Law for Large-Scale Recommendation

Buyun Zhang, Liang Luo, Yuxin Chen et al.

ICML 2024arXiv:2403.02545
78
citations