Alignment

Training Large Recommendation Models via Graph-Language Tokens Alignment
Recommender systems (RS) have become essential tools for helping users efficiently navigate the overwhelming amount of information on …
Mingdai Yang, Zhiwei Liu, Liangwei Yang, Xiaolong Liu, Chen Wang, Hao Peng, Philip S. Yu
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Collaborative Alignment for Recommendation
Traditional recommender systems have primarily relied on identity representations (IDs) to model users and items. Recently, the …
Chen Wang, Liangwei Yang, Zhiwei Liu, Xiaolong Liu, Mingdai Yang, Yueqing Liang, Philip S. Yu
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